#key performance indicators articles
Explore tagged Tumblr posts
Text
#kpi metrics#kpi stands for#kpi vs okr#kpi dashboard#kpi solutions#smart kpi#kpi analysis#kpi and okr#kpi benchmarks#key performance indicators#key performance indicators (kpis)#key performance indicators for employees#key performance indicators vs metrics#key performance indicators for project management#kpi key performance indicator#key performance indicator and dashboard#key performance indicators advantages and disadvantages#key performance indicators articles#key performance indicators and critical success factors#key performance indicators benefits#blog on key performance indicator#key performance indicator calculator#criteria for key performance indicator#difference between objective and key performance indicator
0 notes
Text
Price to power to size to portability, the AirFanta 3Pro is one of the best on the market. Here's the latest review (Also preserved in our archive)
Afiliate links if you want this guy to make a buck from your purchase: www.amazon.com/stores/AirFanta/page/0D35BA0F-6AFE-48BB-BB83-E984C65192D4?asc_campaign=c192889518f863d96d278a446b3a951d&asc_source=01H1P39M5ZSG9J6WR6B1HBK9M0&language=en_US&linkCode=sl2&linkId=be7b5afa91953d14a40a0b6fb293d6aa&ref_=as_li_ss_tl&tag=namespacebran492-20
air-fanta.com/?dt_id=2137762
AirFanta is a name that I hear more about every day. While it’s a relatively niche company, it’s quickly becoming well-known – at least within the air quality ‘enthusiast’ community – for performant yet affordable air purifiers and air quality monitors. I’ve been using the AirFanta G2 Air Quality Monitor for quite a few months now, but the two products that have always interested me the most are 3Pro and 4Lite air purifiers.
After having the 3Pro set up inside my office for over two weeks now, I am happy to be able to present my full review of the device. For anyone unaware, this purifier is designed to filter a massive amount of air (we will discuss the CADR and more soon!) at a relatively affordable price. It does this by being essentially a pre-assembled CR (Corsi-Rosenthal) Box – a form of air purifier that was itself created due to the need for affordable and effective air purification devices.
While the 3Pro doesn’t embrace the typical DIY aspect of traditional CR Boxes, it has the advantage of having proven performance (no need to worry about whether your DIY box is effective!) and being ready to go out of the box. However, perhaps my favourite aspect of this device over traditional CR Boxes is how easily obtainable it is. While this probably isn’t an issue for anyone in the U.S. or Europe, I find it hard to source good HEPA filters in New Zealand at an affordable price. The 3Pro ensures I don’t run into this issue.
In today’s review of the AirFanta 3Pro, I want to answer a few key questions. Firstly, how does it perform? Secondly, how does it compare to more ‘traditional’ air purifiers? Finally, and most importantly, is the 3Pro worth the markup compared to making your own CR Box at home? By the end of the article, I will share the answers and my opinions regarding each of these questions. Let’s dive in!
The key selling point of the AirFanta 3Pro is its fantastic CADR – especially at this price. For anyone new to air purifiers, CADR stands for clean air delivery rate, which indicates how much air an air purifier can clean and deliver in a set period. The measurement typically used for CADR is CFM, or cubic feet per minute. A higher CADR in CFM indicates the purifier delivers more clean air.
CADR is calculated by considering both the filter efficiency and the airflow through the filters, making it a much better metric (and the standard for air purifiers) than airflow alone. Most CADR tests use a room of around 30m3 and test how much faster the purifier removes particles from the air than if they were left to settle naturally without any other influences.
So, what is the CADR of the 3Pro? It is quite impressive, 413cfm (702 m3/h) at full speed. To best put this in perspective, I recommend reading the fantastic HouseFresh review to see how it compares to other devices currently on the market (spoiler alert; it performs very favourably). I also believe these official figures, as multiple other sources have confirmed them.
The AirFanta 3Pro uses HEPA H11 filters, which are rated to provide ≥ 95% filtration. It’s worth noting that while this figure may not seem that high and that while many air purifiers use higher-rated filters, the H11 filters used here aren’t necessarily bad. That is because, unlike respirators and masks, air purifiers are not designed to purify the air as best possible on a single pass. Rather, if an air purifier can continually filter the same air after multiple passes through the filter, the particle count and concentration will be significantly reduced.
This is important to note because H11 filters are less dense, allowing for better airflow and generally with less noise. Compared to masks, you can think of the balance between filtration and breathability – generally, the more filtration a mask or respirator provides, the less breathable it is. The same goes for air purifiers. The key difference here is that purifiers are designed to have air pass through them multiple times, unlike a mask or respirator, which only has one chance to filter the air before the wearer breathes it. This is why, despite having ‘only’ an H11 filter, the 3Pro can achieve a fantastic CADR.
Of course, this is a very simple explanation, but it’s important to clarify this because I can predict many questions asking, ‘But why weren’t better filters such as HEPA H13 filters used?’. While I can’t speak for the exact answer (you’d have to ask Adam from AirFanta about that!), it’s likely to strike a balance between single-pass filtration performance, airflow, and noise level. While we’ll dive into it soon, I believe complaints about the H11 filter will quickly disappear once you see the performance that the AirFanta 3Pro has to offer.
It’s also worth noting that carbon filters are available, which will provide filtration through adsorption for VOCs and many odours. While I didn’t get these filters to test, some people will opt for them to help manage VOCs. Since these add another layer to the filter, they will likely slightly drop the CADR, but probably not enough to make any significant impact (and, of course, the extra filtration is a big benefit).
AirFanta also has a full list of third-party certifications and test results, which can be viewed here. Interestingly, both bacterial efficiency and viral efficiency reports from Guangzhou Institute of Microbiology Group Co., Ltd. (a CNAS-accredited laboratory) have been provided, and both reports show a > 99.99% decrease in particle concentration after 60 minutes of use in a 30m3 room. The bacterial test goes further and shows the results after 15 minutes, 30 minutes, and 45 minutes. These results show a ≥ 95.63%, ≥ 99.91% and 99.99% drop in tested particles, respectively.
These results show that, at least in a room around 30m3 in size, the AirFanta 3Pro can reduce bacterial and viral particles by ≥ 99.9% in 30 minutes, with 60 minutes seeing a near complete removal of such particles. While we can’t tell exactly what size the particles were in this testing (at least not without paying for access to the original standards), these results are very promising. Potentially worth noting is that since the 3Pro is rated for 702 m3/h, there would have been around 23 air changes within one hour in the 30m3 test chamber. Therefore, the ≥ 95.63% is after almost six air changes, and ≥ 99.91% after around 12.
Of course, these tests and the stated CADR are at the device’s maximum fan speed, which isn’t ideal in many situations. While it’s important to know a device’s maximum performance when needed, it’s more likely you’ll want to leave the device running at a lower speed either all the time or at least quite regularly. Below are the stated CADRs at different fan speeds:
6 – 413CFM 5 – 374CFM 4 – 321CFM 3 – 247CFM 2 – 141CFM 1 – 57CFM Of course, I was also curious to run some tests myself, but I must make the disclaimer that my tests are far from scientific. That said, I wanted to perform some testing similar to a real-life setting where the AirFanta 3Pro is likely to be used. As such, I decided to set up a test room. I measured this room to be 25.6m3, which is about the size of a standard bedroom (it is a bedroom!). While this room is smaller than what I believe this device is intended for, it’s the most controllable room in my house regarding airflow as it only has one door and one window, which can easily be closed and no other forms of ventilation or air disturbances.
In this room, I burned incense until I reached a PM2.5 concentration of 500ug/m3. However, since I can’t exactly control the PM concentration, it ended up being somewhere between 500 and 600 in my tests. I then put the incense out and did a control test to see how long it took the particles to settle without any assistance at all. This took around 90 minutes, and I used this as my baseline.
I monitored the particle concentrations with five AirGradient monitors that were located in each corner and the centre of the room. I then reran this experiment three more times – once with the purifier at maximum speed, once at half speed, and once at the minimum speed to see how long the concentration took to reach < 5ug/m3. I measured the particle concentration by averaging the data from all five monitors to ensure the whole room had been filtered. Here are my results.
In this graph, you can see the baseline data in blue (labelled Ambient) and the particle concentration drop from the AirFanta 3Pro at maximum speed (speed 6) in red. As you can see, it took around 90 minutes for the particle count to drop to < 5ug/m3 without the purifier running but less than 20 minutes with the device at maximum speed. I was very impressed by these first results, and while I wouldn’t want to run the device at full speed often as it is loud, I appreciate having a good peak performance for times when you need to clean the air in a room quickly.
I reran this test, but this time with the 3Pro at half speed (speed 3) and was impressed by the relatively low performance drop. I was worried my results were incorrect, and I reran this three times, but each result was within one minute of the initial result. It looks like a large chunk of the device’s performance is retained between the higher speeds, even though the noise level decreases significantly. This gave me high hopes for the 3Pro’s performance at minimum speed.
Unfortunately, but perhaps not unexpectedly, the device performed far worse at the lowest speed (speed 1). While the particle concentration did drop more quickly than without the device, it was vastly slower than at the faster speeds. It is worth noting that this is not bad at all, as the device is very quiet at this speed and we can see the performance is clearly there, if needed, just turn the device to a higher speed. However, I had inflated hopes after seeing the great performance at higher speeds. Of course, this does match with the stated speed 1 CADR which is roughly 1/8 of the maximum CADR at speed 6.
If we add the times it took the 3Pro to reduce the PM concentration to below 5ug/m3 at each speed setting, we can see that it took between 17.3 minutes and 80.1 minutes to clean the room, depending on the speed. Interestingly, between the higher speeds (speeds 3-6), there appears to be little performance drop-off but a significant improvement in noise levels. At the slow end, the device takes a long time to filter the room, and if you want to use these near-silent speeds, you will probably want to have the device constantly on.
It’s worth noting that previously, the AirFanta 3Pro came with a voltage dial on the adapter. This could be used to adjust the speed, and many reviews of the device still refer to this voltage dial (essentially, a speed dial). Newer versions come with a speed dial with speeds 1-6, so I have referred to speeds instead of voltages for this section.
Before concluding this section, I was also curious how this device would perform if I lit incense in the room while the air purifier was on. I didn’t have a reason for doing this other than curiosity. Still, considering the stellar performance at the higher fan speeds, I wondered how the purifier would handle a pollutant source emitting particles while the device was running. Below, you can see the results (keeping in mind that this same room reaches over 1000ug/m3 when burning incense without an air purifier).
As you can see, the AirFanta 3Pro significantly reduced the maximum particle concentration in the room and rapidly cleaned the air once the incense finished burning. I would be very confident using a device such as this even during periods of heavy pollution, such as during wildfire season.
Overall, I’m quite impressed with the performance of the AirFanta 3Pro, and although it’s loud at full speed, it’s great to know that it’s more than capable of cleaning a small to medium-sized room quickly when needed. Larger rooms will take longer to filter, but I am confident this device can do it based on this performance.
If you prefer a quieter device, you can still use the AirFanta 3Pro, but you will want to leave it at a lower speed and constantly have it on. Thankfully, at the lower speeds, it’s a relatively quiet device, and I found it easy to work even with the purifier constantly on – as long as it was set to a lower speed, such as 1 or 2.
On the certifications page (located here), AirFanta also discloses and publically makes its results from non-performance-related certifications publicly available. There are a few pertinent and important documents here, so let’s discuss these before moving on. For the 3Pro, we can find the following documents provided:
UL507 certificate of AirFanta 3Pro CE-EMC certificate of AirFanta 3Pro and 4Lite CE-LVD certificate of AirFanta 3Pro and 4Lite FCC certificate of AirFanta 3Pro and 4Lite California Air Resources Board certification of Airfanta 3Pro Let’s review these individually, beginning with the UL507 certificate at the top. This certification might seem minor, but this is a safety standard for low and mid-powered fans such as those in PCs, kitchen hood vents, and, obviously, some air purifiers. The documentation for this certification is extensive (around 200 pages long), but this certification ensures the fans on the 3Pro are safe from a range of potential issues.
The next two certifications, both CE certificates from the European Union, indicate that the device meets EMC (electromagnetic compatibility) and LVD (low voltage directive) requirements. These are essentially further safety tests and indicate that the device is safe and provides high protection from potential EMC and LVD dangers.
The FCC certificate shows that the AirFanta 3Pro complies with FCC requirements, which are pertinent to customers from the United States. Still, these certifications are also helpful for trust-building with global customers. While I’m not U.S.-based, I certainly feel more confident in a product if it’s also FCC-compliant.
Finally, the CARB (California Air Resources Board) certification shows that the AirFanta 3Pro complies with California’s electrical safety and ozone requirements. This is particularly important as ozone can be a big issue with some air purifiers, and it’s reassuring to know that this is not an issue in the case of the AirFanta 3Pro.
If you’ve ever seen a CR Box, you will already know exactly what to expect from the 3Pro because that’s exactly what it is – a CR Box with pre-chosen parts that come as one ready-to-assemble package. While CR boxes aren’t that hard to assemble, the 3Pro streamlines the process and removes the difficulty of selecting and choosing your own parts. While some enthusiasts might opt for another CR Box, many other prospective customers will appreciate this approach.
When you open the 3Pro’s box, you will be met with six ‘layers’ that must be assembled. This is a very clean approach, as it means that the packaging for the device is relatively compact (albeit still quite heavy), and it even means that the device can be transported and reassembled easily. While it would be a stretch to call this device portable (that’s what the AirFanta 4Lite and SmartAir QT3 are for!), this means it is far more compact than other air purifiers with similar CADRs. While it is still quite large, you could easily take it on the road and use it at hotels, or perhaps even fly with it if you are taking large suitcases.
Back to actually assembling the product! Once you open the box, you will see six panels layered on top of one another. These are the cube’s six sides, with four being HEPA filters, one being a solid plastic base for the device, and the final being the top, where the four fans are located. Assembling the device is easy, and you will want to place the base on the ground before slotting the four filters into it. The only potential difficulty with assembling this purifier is holding the four sides in place as you slot the top on, but even this is quite straightforward with the included velcro intended for exactly this purpose.
A manual is included, but the device is so easy to put together and take apart that I can’t imagine anyone ever using it past the first assembly. Even then, it’s not really needed, as assembling the device is quite self-explanatory. The only note I think might be important to the user is that the mesh surface on the filters should be facing outwards (not the filtering surface, which should face inwards).
All of this is to say that assembling the device is very straightforward, and no one should be scared away or turned off this device because it has a small DIY element. It’s also a bit easier to assemble than other CR boxes as the slots have already been cut out of the base plate, and everything can be put together without the need for glue, tape, or other materials. Perhaps more helpful, the filters have already been chosen, and there is no need to shop around for the best price-performance filter.
Once assembled, the device takes the shape of quite a compact CR Box. On top of that, I must add that I think this device also looks a lot better than any traditional CR Box – at least any that I’ve ever made! While it still has an industrial look, it’s a device that could quite easily fit into a classroom, office, or room without attracting too much attention. While I value aesthetics much less than performance, I appreciate having a device that looks good, too – especially if it can blend in.
Once assembled, the device feels quite solid, and despite there being no adhesive or tape used in the assembly of the purifier, I feel confident lifting it and moving it without dislodging the pieces. With that said, I tend to lift the device from the bottom and hold the top down to ensure none of the pieces slide out from their intended positions.
On top of the purifier are four large fans connected to a controller that will allow you to adjust the speed of the device. These fans look almost identical to large PC fans, and they’re held in place by a wire bracket that also serves as an extra layer of protection to stop any children or animals from getting fingers or paws into the fans. That said, if you have the device around children, you may want to place it up higher so they can’t easily reach the fans.
That’s really all there is to the design of this device. It’s very simple, but it’s also affordable and performant. While some might miss the smart features and connectivity of more pricey air purifiers, the two types of devices cater to very different customers. Overall, I’m a fan of this straightforward approach, which reminds me of the SmartAir Sqair.
The AirFanta 3Pro uses four 140mm fans to push air through the filters. Characteristically, smaller fans tend to have higher-pitched sounds than larger fans and the AirFanta 3Pro sits somewhere in the middle as it uses medium-sized fans. If you have a desktop PC with a case fan (not the other fans, such as the higher-pitched CPU fan), you’ll likely already know what these fans sound like, as most desktop cases use 120mm or 140mm fans. This isn’t an unpleasant sound, but it is quite audible.
To see how loud the AirFanta 3Pro is, I conducted noise tests at 30cm and 2 metres with a sound level metre that measures in dBA (A-weighted decibel). dBA differs from traditional dB because it is adjusted for the human ear’s sensitivity to different frequencies. Low and very high frequencies are de-emphasized, mimicking how humans perceive loudness. In other words, it’s a better representation of the actual noise level than dB for a device such as an air purifier. However, I do want to note this as many other websites use dB, which will explain why my results are significantly different.
For further context, here are a few examples of the volumes of some noises in dBA. Obviously, these can vary, and especially with dBA, they will vary between different devices. However, they are rough examples:
10 dBA – Breathing or leaves rustling: Extremely quiet. 30 dBA – Whispering: Comparable to a quiet library. 40 dBA – Refrigerator hum: A typical low background noise. 50 dBA – Moderate rainfall: Light, soothing noise. 60 dBA – Normal conversation: The sound of talking at a close distance. 70 dBA – Vacuum cleaner: Considered moderate noise, can be annoying over time. 80 dBA – Heavy traffic or a loud alarm clock: Noise becomes uncomfortable after prolonged exposure. As you can see, at the lowest speeds, the 3Pro doesn’t add much to the noise of most rooms, but at the highest speeds, it can sound almost as loud as a vacuum cleaner (provided you are close to it). This is a lot of variation, but I like how this device gives the user full control over speed and noise, allowing them to pick a good balance.
I think most people will have this device running on speed 2 or 3, and both sounds are very manageable at a distance. If you do want a short burst of cleaning, the device will be significantly louder, and that’s why I only recommend using the higher speeds when needed.
When it comes to power consumption, the device can go from very low power to relatively high power. Here is a list of the wattage and voltage at each fan speed:
6 – 33.2 watt – 12v 5 – 27.4 watt – 11v 4 – 18.9 watt – 9.3v 3 – 11.1 watt – 7.3v 2 – 4.7 watt – 4.8v 1 – 2.2 watt – 3.0v I won’t dive into power costs here because those vary greatly depending on where you reside, but I hope these specifications can give some insights. What’s most impressive to me is how much range this device has, whether we are discussing volume or power draw. There is such a large range that you can choose exactly what setting works best for you and leave the device to it.
The AirFanta 3Pro costs $149 or $159 (USD) depending on whether you opt for the CE-certified or CARB-certified version (the CARB variant is the lower priced of the two). It’s surprising to see a different price on these two units, but I assume it’s due to extra costs, either with the CE certification or getting the device into Europe. Either way, if you’re in the U.S. (or any non-EU country), the CARB variant will work, and that’s the model I received.
In the box, you will get six panels to assemble the 3Pro. This includes four HEPA H11 filters, which, as per AirFanta, should be good to last 6-12 months, depending on air quality conditions. In most cases, I would assume these filters will last closer to 12 months, but those who experience severe wildfire seasons or whose homes are exposed to consistent year-round pollution may need to replace the filters more regularly.
When you need your first filter replacement, you can opt for the default H11 filters or H11 filters with activated carbon. Interestingly, it doesn’t seem you can choose the filters you get with the device initially. If you want activated carbon filters from the get-go, you must purchase the device alongside an extra pack of filters. The activated carbon filters will set you back $74.99 compared to the basic filters, which cost $54.
The filters aren’t cheap, but it’s important to remember that each filter replacement pack you order has four individual filters, which is a substantial amount of filter materials. It’s also important to note that, unfortunately, you will need to purchase official AirFanta filters as they are smaller than most square HEPA filters, and other filters will not fit on this device. I don’t think this is a big deal, as I appreciate the smaller form factor of this device over larger devices, and even four HEPA filters from other brands will not be cheap.
If we estimate that most users use each set of filters for around nine months, your yearly filter costs for non-activated carbon filters will be $67.5. On the other hand, if you opt for the extra VOC adsorption of the carbon filters, you are looking at an ongoing cost of just under $100 per year. This is in a similar price range to other equally performant air purifiers, and this device’s initial cost is also much lower.
While power cost also needs to be factored into the ongoing cost equation, that cost will vary significantly depending on your air purifier usage (hours, speed, etc) and location. However, regardless of usage patterns, you should plan to spend between $67 and $100 on replacement filters for this device every year.
Overall, I’ve been very happy with the AirFanta 3Pro. While it’s not a perfect air purifier – if one even exists – this is a fantastic device that balances many difficult factors. Ultimately, it comes in as an affordable air purifier that doesn’t skimp on performance. In fact, it has a higher CADR than many more (and much more) expensive air purifiers. Furthermore, it offers a wide range of speeds that allow the user to choose the ideal balance between speed and sound for the setting.
I’ve always been a fan of the CR box concept, but I think the AirFanta 3Pro takes this a step further and, due to this, will appeal to many more people. While I’ve never had an issue constructing CR boxes, I often have difficulty sourcing the parts (especially good filters), and I appreciate how the 3Pro can provide the same or better performance at a slightly higher price while also simplifying the shopping process for me.
Surprisingly, for a device of this size, it’s also quite portable, and you will be hard-pressed to find anything that provides a higher CADR than this device while also being ‘packable’. While I still wouldn’t go so far as to say it can fit in a backpack, it can definitely fit in a car or suitcase and is ideal for longer trips where you might be staying in hotels with unknown air quality. If, on the other hand, you want to use it around the house, it’s also a great device.
The biggest disadvantages I see with the AirFanta 3Pro are the sound and the design. There’s no denying that while the device is powerful, it’s also loud at its higher speeds. While this isn’t unusual for an air purifier, it is worth noting that you probably won’t want to run this device at its higher speeds unless necessary. I usually find myself using speed 2 or 3, which is the sweet spot for most users. On the upside, the lower speeds are almost silent, and although they significantly diminish performance, they are good for users who are okay with constantly running the device.
The design may also bug some users. While I don’t mind (and actually like) the device’s industrial design, I know some people don’t use CR boxes due to the design. If you don’t like the look of CR boxes, the chances are you also won’t like the design of this device. With that said, this design allows this device to have such a good price-to-performance ratio, and I think many potential customers will appreciate this more.
Overall, the AirFanta 3Pro is a cost-effective air purifier that should be on your radar – especially if price is a concern. If you’ve tried the 3Pro, I would love to hear your thoughts, so please feel free to use the comments section below! Furthermore, if you have any remaining questions, please don’t hesitate to as,k and I will do my best to reply. Thank you for reading.
Pros: High CADR (413 cfm) for effective air purification Affordable compared to similar high-performance devices Pre-assembled CR box design simplifies setup Portable and compact for travel use Certified for safety (UL507, CE-EMC, FCC, CARB) Cons: Loud at higher speeds Design may not appeal to all users (industrial look) Limited to proprietary filters, increasing costs No activated carbon filters included in basic kit
#mask up#public health#wear a mask#pandemic#wear a respirator#covid#still coviding#covid 19#coronavirus#sars cov 2
171 notes
·
View notes
Text




KC-135Q PILOT: SPECIAL BLACKBIRD PROCEDURES AND RESCUING AN SR-71
The lifeblood of the fastest airplane in the world was the JP7 fuel. It was in itself unique. What made it unique lies within the fuel, as it had a combination of ingredients that made it difficult to ignite. Because this airplane was so fast the faster you are the hotter you get. That is why you needed TEB to get it going.
A full tank of JP seven fuel will last in the SR 71 for about 60 to 90 minutes
How long the fuel would last would depend on atmospheric conditions and how fast the airplane was going. To be on the safe side usually, refueling would be about every hour
Never in the history of the SR-71‘s flying. Did they ever run out of fuel?
Once the boom connection was made, a light would come on in both aircraft indicating a good connection. The tanker copilot would then open the fuel panel line valve and turn on one of the forward or aft body fuel pumps. When a good indication of fuel flow was confirmed, all four pumps were turned on.
We were now pumping JP-7 fuel at a rate in excess of 6,000lb (2,721kg) per minute. It did not take long to offload between 45,000 and 65,000lb (20,412-29,484kg) of fuel that was needed. At the point the SR-71’s fuel tanks were almost full we would reduce the number of fuel pumps and fuel pressure at the request of the Blackbird RSO.
The SR-71 would generally move to the left side of the KC-135Q and begin acceleration and climb. At night it was a beautiful sight, watching the afterburners in the darkness. Quickly, all one could see was a rapidly disappearing glow of the afterburners as the Blackbird accelerated and climbed to operational altitude and airspeed. The job of the first of four KC-135Qs was done and we headed back to Mildenhall. The first tanker’s mission would last less than an hour and a half.
Differences with the ‘Q’
Outwardly the KC-135Q did not differ much from the KC-135A. Looking at a ‘Q’ one would only see a clear window on the underside of the empennage that housed a remotely controlled spotlight. This was used to help the boom operator locate the refuelling receptacle on the Blackbird at night. With the SR-71’s black body, in the black of night, in radio-silent conditions, it was often hard to clearly see the refuelling receptacle located some distance behind the cockpit.
On top of the forward fuselage was an antenna bump and a blade aerial. These were respectively the COMNAV-50 Command Ultra High Frequency (UHF) radio and the AN/ARN-90 air-to-air Tactical Air Navigation (TACAN). The COMNAV-50 and AN/ARN-90 enabled the KC-135Q and the SR-71 to conduct a radio-silent rendezvous giving range and direction out to approximately 300 miles (483km). These two pieces of equipment were backed up by the use of the aircraft’s weather radar and stopwatch timing.
During what we called a ‘hot refuelling’, in which the SR-71 was doing its supersonic scheduled descent coming down from 80,000ft (24,384m), the closure rate between the KC-135Q and the SR-71 could be upwards of 2,200mph (1,910kts). At 300 miles this only gave the Reconnaissance System Operator (RSO) in the back seat of the SR-71 and the tanker navigator around eight minutes to find each other, get the proper offset, and perform a precision rendezvous. The radio also had an Automatic Direction Finder (ADF) feature, which acted in concert with the TACAN as it could provide distance and bearing information to the receiver.
The COMNAV-50 was used in a classified manner on a pre-arranged frequency that would enable the SR-71 RSO to get a direction and distance from the tanker.
The COMNAV-50 and AN/ARN-90 were used simultaneously and were only effective for radio-silent operations if both aircraft had the same frequency set in their respective units. key.aero/article/kc-135…
Key Aero
Linda Sheffield
@Habubrats71 via X
#sr 71#sr71#sr 71 blackbird#blackbird#aircraft#usaf#lockheed aviation#skunkworks#aviation#mach3+#habu#reconnaissance#cold war aircraft
22 notes
·
View notes
Text
(original article in italian - source "La Gazzetta dello Sport")
Vasseur under scrutiny: the next three Grands Prix are decisive. Without progress, Ferrari's future is at stake.
From Canada to Silverstone, redemption is needed for Ferrari, or the focus will shift to 2026. Some key issues are already on the table.
Looking ahead to a 2026 that, for Formula 1, which has taken shape with the release of the calendar with locations and dates of the countries that will host the top tier of motorsport next year. A provisional calendar, as FIA emphasizes, but with base of 24 race weekends that pushes F1 towards the next season, even though this one hasn't yet reached its halfway point. This Sunday in Canada will mark the 10th event of 2025, a milestone figure that signals a crucial turning point for the World Championship.
Future
Before the start of the season, the teams’ outlook was aligned – all team principals shared the same sentiment “It will be important to understand the standings before the summer break, to decide when to focus our efforts on 2026.” The upcoming year will bring the technical revolution of the next generation of cars, redesigning – at least on paper – the hierarchy of all the teams competing in the championship. “I’ll tell the team soon to focus on next year,” admitted Lewis Hamilton during the last race weekend, clearly disappointed with the performance of the SF-25 up to that point in the season and already looking toward the future of Ferrari. A future, however, that doesn’t yet seem clearly defined for Maranello: there are indeed differing indications about what to expect from the 2026 power units across teams, and currently, according to paddock rumors, Mercedes is significantly ahead in terms of development.
Structure
To think of entering a new cycle as a dominant team, Ferrari must first rely on a group of key figures capable of creating a winning car. Ferrari has been without a Constructors’ title since 2008, and team principal Fred Vasseur, in nearly three years of work, has been tasked with focusing on reorganizing the team. The project has gone through some significant departures, including that of Sporting Director Laurent Mekies in 2023 and Technical Director Enrico Cardile. The arrival of the new Technical Director Loic Serra, who joined the team less than a year ago, hasn’t immediately improved the car, which, contrary to the expectations of many fans, has proven to be perform well below last year’s results. Additionally, Ferrari still feels the sting of a recent disappointment: the missed arrival of aerodynamic genius Adrian Newey, who, in 2024, seemed on the verge of joining Maranello, only to choose Aston Martin’s instead. With the British team, the designer has immersed himself in the ambitious 2026 project.
Communication
One of the further problems for Ferrari in 2025, undoubtedly stemming from their lack of competitiveness compared to pre-season expectations, has been the often inconsistent communication from the key players. Drivers who oscillate between extreme confidence and near resignation, sending mixed signals, and the team principal who displays smiles and optimism in the face of an obvious technical gap compared to their rivals. There’s a tendency to delay accepting difficulties. Biding time helps, but only if the situation changes. And for now, that isn't happening.
Decisive
The start of 2025 has been a difficult period for Vasseur, whose results – generally well below expectations – have been accompanied by moments of tension, such as the evident frustration of the newly arrived Hamilton or the embarrassment of the double disqualification in China. The next three Grands Prix, which will take Ferrari from Montreal to Silverstone, passing through the Red Bull Ring, will be decisive not so much for the current championship, which is firmly in McLaren’s hands, but for the next season and the future of the team principal, whose current contract with Ferrari ends at the end of the year. To ensure continuity of the project, it would be important for Vasseur himself to lead the development of the car that will debut in 2026, of which he is, in every sense, the father. However, if the results at the end of the year are on par with the current ones, an exit door may open for the team principal. Narrowing the gap with McLaren, showing improvement in performance, is crucial at this stage to start the decisive phases of the year with more confidence. Not as much to prove that Ferrari can fight for the top step of the podium in Formula 1 today, but to ensure that, with the current team, they will be able to do so tomorrow. Because 2026 and its inevitable consequences have never seemed so close for the Maranello team.
#f1#formula 1#ferrari#lewis hamilton#charles leclerc#apologies for any mistakes in translation etc etc#over worked and under caffeinated
8 notes
·
View notes
Text
The Role of Thermostats in Efficient Heating Systems
Introduction
When it comes to efficient heating systems, the thermostat plays a pivotal role. Often considered the brain of your heating system, a thermostat regulates temperature and ensures comfort while optimizing energy usage. In an era where energy efficiency is paramount, understanding how thermostats function can lead to significant cost savings and enhanced comfort in residential and commercial spaces alike. This article dives deep into the intricacies of thermostats, their importance in heating systems, and how they contribute to furnace maintenance, repair, and installation.
The Role of Thermostats in Efficient Heating Systems
Thermostats are essential components in any HVAC system, serving as the critical interface between users and their heating installations. They allow for precise temperature control, making them indispensable for both gas and electric furnaces. When properly utilized, these devices can dramatically decrease energy https://canvas.instructure.com/eportfolios/3909470/home/understanding-furnace-maintenance-keeping-your-system-efficient consumption while ensuring that homes and businesses remain warm during winter months.
Understanding Thermostat Types Mechanical vs. Digital Thermostats
Mechanical thermostats have been around for years. They use bimetallic strips or mercury switches to regulate temperature. While durable, they lack precision compared to digital models.
Digital thermostats can be programmed to suit individual preferences. They often come with features such as Wi-Fi connectivity for remote access via smartphones—ideal for those on the go.
youtube
Smart Thermostats: The Future of Heating Control
Smart thermostats take things a step further by learning user behavior patterns over time. By analyzing data on when you’re home or away, these devices can create schedules that maximize comfort while minimizing energy waste.

Key Features of Modern Thermostats Programmability: Set different temperatures for various times of the day. Wi-Fi Connectivity: Control your heating system from anywhere. Energy Reports: Get insights into your energy usage. Compatibility: Works with various HVAC systems including gas and electric furnaces. How Do Thermostats Optimize Furnace Performance?
A thermostat optimizes furnace performance through several mechanisms:
It monitors indoor temperatures continuously. It sends signals to the furnace to turn on or off based on set parameters. It can identify unusual temperature swings indicating potential issues requiring emergency furnace repair. The Importance of Regular Furnace Maintenance
Regular furnace maintenance cannot be overstated; it prolongs the lifespan of your equipment while maximizing efficiency. A well-maintained thermostat ensures accurate readings, which minimizes unnecessary wear on your furnace components.

Furnace Installation: Choosing the Right Thermostat
When installing a new furnace, selecting a compatible thermostat is crucial for optimal performance:
Ensure compatibility with existing HVAC systems. Consider future upgrades; smart models may offer better long-term value. Consult professionals for recommendations tailored
2 notes
·
View notes
Text
Building Emotional Intelligence: A Key to Personal and Professional Success
In a world where instructional tiers, technical competencies, and expert experience are often visible as indicators of fulfillment, one critical component frequently goes left out—Emotional Intelligence (EI). Building emotional intelligence isn't always most effective vital for private properly-being however also performs a critical function in expert success, management, and social interaction.
what are 5 ways to improve emotional intelligence?
This article explores the center components of emotional intelligence, why it topics, and actionable steps to expand and toughen it.
What is Emotional Intelligence?
Emotional intelligence turned into first delivered by psychologists Peter Salovey and John D. According to Goleman, emotional intelligence includes 5 key additives:
Self-Awareness
Self-Regulation
Motivation
Empathy
Social Skills
Each of those additives contributes to how people perceive and respond to emotional situations, each internally and externally.
Why Emotional Intelligence Matters
While IQ (Intelligence Quotient) and technical abilties are undeniably critical, they're no longer sufficient for long-time period fulfillment within the administrative center or in relationships. Studies have shown that emotional intelligence debts for almost ninety% of what units high performers other than their friends. Here’s why EI is critical:
Improved Communication: People with high EQ communicate more successfully, resolve conflicts greater easily, and construct more potent relationships.
Leadership and Teamwork: Emotionally wise leaders encourage trust, motivate teams, and foster collaboration.
Mental Well-being: EI allows in coping with strain, tension, and emotional outbursts, thereby selling typical mental fitness.
Better Decision-Making: By expertise and controlling emotions, people could make greater rational and thoughtful decisions.
The Five Pillars of Emotional Intelligence
1. Self-Awareness
Self-attention is the muse of emotional intelligence. It is the ability to apprehend and apprehend your emotions, triggers, and the way they have an effect on your thoughts and conduct.
How to Build It:
Practice day by day mirrored image or journaling.
Seek remarks from trusted friends or mentors.
Tune into your physical and emotional responses for the duration of pressure or pleasure.
When you are privy to your feelings, you could better manipulate them and make intentional alternatives.
2. Self-Regulation
Self-law refers to the ability to control emotional impulses and reactions. It involves staying calm and composed, specially under strain or in battle.
How to Build It:
Pause earlier than reacting—take a few deep breaths or be counted to 10.
Practice mindfulness or meditation to reinforce cognizance and emotional manage.
This skill is vital in both private relationships and expert settings, where impulsive reactions can have lasting outcomes.
3. Motivation
Emotionally shrewd individuals are self-inspired. They are pushed by way of inner desires, now not just outside rewards. Motivation additionally consists of optimism and resilience—the capability to get better from setbacks.
Celebrate small wins to maintain momentum.
Surround your self with fantastic influences and restriction negative self-speak.
A influenced person is much more likely to be successful within the face of challenges and encourage others to do the equal.
4. Empathy
Empathy is the capacity to recognize and proportion the emotions of others. It entails spotting emotional cues, listening actively, and responding with compassion.
How to Build It:
Listen more than you communicate in conversations.
Try to place yourself in any other man or woman’s shoes.
Pay attention to non-verbal indicators like tone, facial expressions, and frame language.
Empathy is specially critical in management, customer service, coaching, and caregiving roles.
5. Social Skills
Social abilities check with the capability to control relationships effectively.
How to Build It:
Practice open and respectful communique.
Learn to provide and acquire constructive remarks.
Improve your networking by means of building genuine connections.
Strong social abilties decorate each professional achievement and personal happiness.
Emotional Intelligence inside the Workplace
In a expert environment, emotional intelligence may be the differentiator between a in a position employee and an awesome one. Here’s how it performs out:
Leadership: Leaders with high EQ encourage accept as true with and foster a positive group subculture.
Team Collaboration: Employees with strong emotional intelligence talk better and deal with interpersonal demanding situations with maturity.
Conflict Resolution: EQ equips individuals to manage disagreements constructively with out escalation.
Customer Relations: Emotional information improves how specialists respond to clients and manipulate expectations.
Companies are more and more prioritizing emotional intelligence in their hiring and leadership improvement packages, recognizing its impact on performance and employee retention.
Emotional Intelligence and Relationships
In non-public life, emotional intelligence is the backbone of healthy, pleasant relationships. Whether it’s with a partner, discern, buddy, or toddler, the potential to express feelings surely and apprehend others results in deeper connections and less conflicts.
High EQ in relationships consequences in:
Better conversation and listening
Healthier conflict decision
Greater compassion and staying power
Practical Steps to Build Emotional Intelligence
Practice Mindfulness:
Mindfulness strengthens self-consciousness and emotional regulation via retaining you within the gift moment.
Develop Active Listening:
Focus on what the opposite person is saying, in place of making plans your response even as they communicate.
Engage in Emotional Check-ins:
Why?” This builds emotional vocabulary and focus.
Read Literature or Watch Films:
Engaging with tales helps increase empathy with the aid of allowing you to enjoy exclusive perspectives.
Seek Feedback:
Invite others to proportion how your actions cause them to sense.
Practice Gratitude:
Being thankful improves emotional fitness and builds a greater effective mind-set.
Set Boundaries:
Emotional intelligence additionally includes protecting your energy. Learn while to mention no and a way to talk limitations with recognize.
Learn from Mistakes:
Instead of thrashing your self up over emotional missteps, mirror on them and develop from the revel in.
How to Build It:
Set personal and expert goals that align together with your values.
2 notes
·
View notes
Text
Catherine Tait, CBC/Radio-Canada's president and CEO, faced angry MPs Tuesday over the company's refusal to rule out performance pay for some managers in a year when hundreds of employees are poised to lose their jobs.
Tait said this additional pay is baked into a manager's salary — it's not like an end-of-year "bonus" that's standard in the private sector. Part of the pay is held back and only paid out if the corporation hits some preset "key performance indicators" or KPIs, Tait said.
If the company misses any of its KPIs, part of the "at-risk" management pay is withheld, as it was in the 2022-23 fiscal year when two of those indicators were not met, she said.
Full article
Tagging: @politicsofcanada
#cdnpoli#canada#canadian politics#canadian news#canadian#CBC#radio canada#layoffs#workers rights#workers' rights#catherine tate#income inequality
28 notes
·
View notes
Text
Can asphalt shingles be used on low-pitch roofs?
Did you know that while asphalt shingles are a popular choice for many homes, they aren't suitable for every roof type? Specifically, their performance can be compromised on low-pitch roofs, potentially leading to issues like water leakage and reduced lifespan.
If you're considering asphalt shingles for a low-pitch roof, it's essential to understand the challenges and make informed decisions. Equally important is selecting a reliable roofing contractor who can provide expert guidance and quality installation. The right contractor ensures your roof's durability, safety, and aesthetic appeal, giving you peace of mind for years to come.
In this article, we'll explore the suitability of asphalt shingles for low-pitch roofs and offer practical advice on hiring a trustworthy contractor. With the right information, you can navigate this process confidently and achieve a successful roofing project.
Understanding Roof Pitch and Asphalt Shingles
What Is Roof Pitch?
Roof pitch refers to the steepness or slope of a roof, typically expressed as a ratio of vertical rise to horizontal run. For example, a 4:12 pitch means the roof rises 4 inches for every 12 inches of horizontal distance.
Minimum Slope for Asphalt Shingles
Asphalt shingles are generally recommended for roofs with a pitch of 4:12 or steeper. However, they can be installed on slopes as low as 2:12, provided special underlayment techniques are used to enhance water resistance.
Risks of Using Asphalt Shingles on Low-Pitch Roofs
Installing asphalt shingles on low-pitch roofs can lead to:
Water Leakage: Shallower slopes may not shed water effectively, increasing the risk of leaks.
Reduced Lifespan: Increased exposure to standing water can cause shingles to deteriorate faster.
Warranty Issues: Some manufacturers may void warranties if shingles are installed on slopes below their recommended minimum.
Alternative Roofing Materials for Low-Pitch Roofs
If your roof has a low pitch, consider these alternatives:
Modified Bitumen: A flexible, durable material suitable for low-slope applications.
Single-Ply Membranes (e.g., TPO, EPDM): Lightweight and resistant to weathering, ideal for low-slope roofs.
Built-Up Roofing (BUR): Multiple layers of bitumen and reinforcing fabrics create a durable, waterproof membrane.
Hiring a Reliable Asphalt Roofing Contractor
Choosing the right contractor is crucial for a successful roofing project. Here's how to find one you can trust:
Verify Licenses and Insurance
Ensure the contractor has the following:
Proper Licensing: Confirms they meet local requirements and adhere to building codes.
Insurance Coverage: Protects you from liability in case of accidents or property damage during the project.
Check References and Reviews
Ask for References: Speak with previous clients about their experiences.
Read Online Reviews: Look for consistent positive feedback and any red flags.
Evaluate Experience with Asphalt Roofing
Years in Business: Experience often correlates with reliability and quality workmanship.
Specialization: Ensure they have specific experience with asphalt shingles and low-pitch roofs, if applicable.
Review Portfolios
Previous Projects: Examine completed projects to assess quality and attention to detail.
Diverse Experience: A varied portfolio indicates adaptability to different roofing challenges.
Understand Warranties
Workmanship Warranty: Covers installation-related issues.
Manufacturer’s Warranty: Covers defects in roofing materials.
Compare Written Estimates
Detailed Quotes: Ensure estimates include labor, materials, and any additional costs.
Value Over Price: The lowest bid isn't always the best; consider the quality of materials and workmanship.
Key Questions to Ask During Consultations
When meeting with potential contractors, consider asking:
What is your experience with low-pitch roofs and asphalt shingles?
Can you provide references from recent clients?
What warranties do you offer on materials and workmanship?
How do you handle unforeseen issues during the project?
What is the projected timeline for completion?
Making an Informed Decision
Selecting the right contractor involves careful consideration:
Research Thoroughly: Use online resources, seek recommendations, and verify credentials.
Trust Your Instincts: Choose someone who communicates clearly and makes you feel comfortable.
Get Everything in Writing: Contracts should detail the scope of work, payment schedules, and warranties.
Conclusion
While asphalt shingles can be used on low-pitch roofs with proper precautions, it's essential to assess their suitability for your specific situation. Equally important is hiring a reliable contractor who can provide expert advice and quality installation. By following the steps outlined above, you can make informed decisions that enhance your home's value and protection.
Take the first step today: conduct thorough research, seek recommendations, and choose a contractor who will ensure your roofing project is a success. With the right guidance, you'll find the process straightforward and rewarding.
2 notes
·
View notes
Text
Influencer Marketing and SEO: Building Brand Awareness and Generating Backlinks
In today's hyper-competitive digital space, brands are constantly searching for ways to boost visibility, drive traffic, and build trust. While influencer marketing and SEO have traditionally been treated as separate strategies, the synergy between the two can deliver powerful results—especially when it comes to SEO services.
In this article, we’ll explore how influencer marketing supports SEO, helps generate high-quality backlinks, and amplifies brand awareness.
The Connection Between Influencer Marketing and SEO
Influencer marketing focuses on leveraging the credibility of individuals with large followings to promote your brand. SEO, on the other hand, aims to improve your website’s visibility on search engines. When combined strategically, influencer marketing can directly support your SEO services through:
High-authority backlinks
Increased website traffic
Enhanced brand mentions
Social signals that indicate trust and popularity
How Influencer Marketing Helps Generate Backlinks
Backlinks are one of the most important ranking factors for SEO. When influencers share your content or link to your website, it can result in:
1. High-Quality Backlinks
Influencers often operate their own blogs or websites with strong domain authority. When they link back to your site, it boosts your SEO performance.
2. Natural Link-Building
Influencer-generated content tends to be authentic and organic, which search engines favor. These natural mentions are powerful for link-building.
3. Link Diversity
Influencer campaigns can diversify your backlink profile, adding links from multiple domains and content types (blogs, social media, videos).
By integrating influencer outreach into your SEO services, you create more opportunities for link acquisition without relying on outdated tactics.
Boosting Brand Awareness Through SEO and Influencers
Influencer collaborations can increase your brand’s online presence, which in turn supports SEO in several ways:
Increased branded search traffic: As people learn about your brand, they’re more likely to search for it directly.
More user engagement: Influencer-referred traffic often leads to better engagement metrics like lower bounce rates and longer session durations.
User-generated content: Influencer followers often create additional content, further enhancing your digital footprint.
All of this strengthens your site authority, a key metric in professional SEO services.
Best Practices for Combining Influencer Marketing with SEO
To get the most SEO value from your influencer campaigns, follow these tips:
✅ Choose Relevant Influencers
Work with influencers in your niche to ensure alignment with your target audience and keyword focus.
✅ Optimize Anchor Text
Encourage influencers to use keyword-rich, natural anchor text when linking to your website.
✅ Track Campaign URLs
Use UTM parameters to measure the SEO and traffic impact of influencer-driven links.
✅ Leverage Evergreen Content
Collaborate on long-lasting content like how-to guides, product reviews, or expert roundups that continue to generate backlinks over time.
✅ Encourage Content Syndication
Ask influencers to repurpose content across platforms—YouTube, LinkedIn, Medium—further increasing reach and SEO signals.
SEO Services That Maximize Influencer Impact
An experienced digital agency offering professional SEO services can help you:
Identify the right influencer partnerships
Develop content strategies that support both branding and link-building
Monitor backlinks and referral traffic
Ensure technical SEO is optimized to capture and convert the new traffic
Conclusion
Influencer marketing isn’t just about visibility—it’s a strategic tool that can support your long-term SEO goals. When used effectively, it helps build brand authority, drive targeted traffic, and earn valuable backlinks that improve your search rankings.
Integrating influencer marketing into your SEO services is a smart move for any brand looking to build trust, authority, and online dominance in 2025 and beyond.
2 notes
·
View notes
Text
A note on Katharine Birbalsingh and Michaela Community School
The media narrative surrounding Michaela Community School in London mostly goes like this: Katharine Birbalsingh transforms poor inner-city (read: ethnic minority) children into academic superstars through the power of discipline. Thomas Chatterton Williams’s recent essay (full text here) in The Atlantic is merely the latest in a long line of fawning profiles that tout, implicitly or explicitly, Birbalsingh's iron fist as the solution to all that ails Britain. However, no article I have read so far has investigated other explanations for Michaela's high Progress 8 score nor endeavored to deconstruct the popular narrative surrounding the conservative superstar.
Williams begins the body of this piece by pointing out that Michaela “draws nearly all its students from Wembley, one of the poorest districts in London” in an apparent attempt to cast them as would-be low achievers, if not for Birbalsingh’s intervention. Although the characteristics of the individual pupils who attend Michaela have a greater impact on results than those of the school's neighborhood, he doesn’t bother to investigate how they differ. Among Michaela pupils who sat GCSEs over the past three years and whose prior attainment at Key Stage 2 (measured by an exam at the end of primary school) were available, 31% were high achieving, 53% were middle achieving, and only the remaining 16% were low achieving. For those who are uninterested in learning the nuances of British exam scoring, that means Michaela’s pupils were exceptionally bright even before they entered the school.
Birbalsingh furthers her savior narrative by describing Michaela's intake with unquantifiable terms such as "challenging" or "inner-city." However, only 28 of Michaela's 2024 GCSE takers (24%) were disadvantaged per the government's definition, "those who were eligible for free school meals at any time during the last 6 years and children looked after," in line with the national average of 25%. Although Birbalsingh likes to advance the narrative that she improves the academic performance of poor children—to be fair, she does, at a rate of roughly 30 individuals per year—she mostly improves the GCSE performance of middle class children.
Michaela's pupils are also self selecting, and therefore they are not representative of pupils in Wembley, London, or the UK as a whole. Any pupil who wishes to attend state secondary school in London must fill out a form indicating their top six choices, and they will be placed in one of those schools based on geography, demand, and availability. A pupil who does not wish to attend Michaela can leave it off their application, guaranteeing they won't attend. Therefore, Michaela is left with an intake of pupils who largely want to be there. By my calculations, Michaela's classwork and homework demand just over 49 hours of work each week. Although this does lead to good results, many teenagers would not abide by this; the 40-hour workweek is taxing even for most adults, who are blessed with more waking hours. Michaela's model and results cannot be easily repeated at any given school—at least not without systematic exclusion.
Williams unintentionally misrepresents a statistic when he asserts that “More than 80 percent of Michaela graduates continue their studies at Russell Group Universities.” He lacks a sufficiently deep understanding of the British school system to interpret this figure. While Michaela’s website states that 82% of its 2021 sixth form alumni attended a Russell Group university, it does not provide data on the university attendance of graduates from its secondary school, the disciplinarian institution which Williams profiles.
In the UK, sixth form (years 12 and 13, spent studying for A-levels) is separate from secondary school (years 7 through 11; the last 2 years, KS4, are spent studying for GCSEs). For Michaela, this also means a different admissions process. While there are no academic minimums to enroll in the secondary school, the sixth form requires an impressive average GCSE score of 7. Michaela has the capacity to enroll 120 students in each year of sixth form. However, the sixth form was under-enrolled by half in 2024. Michaela is a publicly-funded school, so this begs the question as to why state resources are not being utilized to their maximum capacity. The sixth form could educate more students simply by lowering GCSE requirements, but that would of course lead to less impressive university admissions—the kind that may not be displayed on Michaela’s home page. It is also possible that some secondary teachers would be pulled away to teach A-level subjects, worsening GCSE results, but that is speculation.
Thus far, all discussions of Michaela’s results have been woefully incomplete because they have not examined the effect of its narrow curriculum on its exam scores, instead focusing on the behaviorism that makes Birbalsingh’s authoritarian acolytes salivate. Williams's article is no different, only mentioning in passing that she believes “the national curriculum might force her to lower her own standards.” Depending on what changes the new Labour government implements, a revised national curriculum may indeed clash with Michaela’s philosophy. The school directs virtually all of its resources toward preparing pupils for its narrow selection of GCSE subjects or the few non-GCSE subjects that are required by the current national curriculum, such as PSHE, music theory, or PE. Birbalsingh is so focused on GCSE revision that she does not even believe volunteer work to be a "financially viable" option for Michaela pupils. Michaela's extra-curricular clubs all have a marginal cost of practically zero. In fact, several of them directly support curricular subjects, so they should rightfully be considered part of GCSE preparation.
A narrow curriculum obviously allows pupils to spend more time studying each GCSE subject they sit, thereby increasing their exam scores. Since most of the GCSE-level classes that Michaela offers are mandatory, pupils have little freedom to choose their own subjects (more on that later). Aside from that, cohort sizes stay remarkably close to 120 from year to year, and the school seems to impose a soft cap on classes of 30 pupils (120 / 4 = 30), so Michaela can hire the exact number of teachers it needs each year on a full-time basis. The school never needs to "waste" money hiring teachers for undersubscribed subjects, so it can also raise test scores by investing more in its core subjects than schools with broader curricula can afford to. On the flip side, Michaela does not offer dramatic arts, orchestra, individual sciences, computing, design and technology, foreign languages besides French, or a whole host of other popular subjects at the GCSE level. Other schools could easily raise their GCSE scores by slashing their curricula down to Michaela levels, but they offer a variety of classes because they care about their pupils experiencing joy and exploring a variety of career paths more than they care about their P8 scores.
For years, all of Michaela’s pupils have studied the same subjects at GCSE with some slight variations. A handful of pupils always sit for exams in heritage languages, but otherwise, the following paragraphs demonstrate approximately how the subject breakdown has looked over the past three years. (Earlier data has been distorted by COVID, or it is incomplete or outdated.) At the time of publication, 2024 data can be found here, while older results can be accessed through the link “Download data (1991-2024)”.
- 2022: 100% of pupils: English language, English literature, combined science, mathematics, religious studies. ~75%: French, geography/history. ~25%: Citizenship. ~25%: Art & design: photography, art & design: fine art. (I had to recreate this year from memory because individual subject entries do not appear to be retained in older data, but it is accurate to the best of my recollection.)
- 2023: 100% of pupils: English language, English literature, combined science, mathematics, religious studies. ~75%: French, geography/history. ~25%: Art & design: photography, art & design: fine art.
- 2024: 100% of pupils: English language, English literature, combined science, mathematics, religious studies, French. * ~80%: Geography/history. ~20%: Art & design: photography.
*This year, 3 pupils sat for biology, chemistry, and physics separately instead of taking combined science, but there is no explanation for this on Michaela's website.
Each year, about 90 Michaela pupils enter for the EBacc, a set of GCSE subjects encouraged by the British government. This usually works out to 75% of a cohort, but in 2024 it was 81% (94 pupils) because the cohort size was smaller than usual at only 116 pupils. Still, that means the largest class of EBacc entrants was only 32, in line with Michaela's projected class size of 30—despite Birbalsingh asserting that "class size matters little for success." Although the school comparison website does not list subject selections for individual pupils, it was easy to see how subjects were combined by cross-referencing exam entries per pupil and total entries per subject.
In 2021-2022, the pupils who did not enter for EBacc studied citizenship but neither French nor humanities. The study of art did not appear to correlate with EBacc entry.
In 2022-2023, the pupils who did not enter for EBacc studied photography and fine art but neither French nor humanities. Citizenship was dropped from the curriculum.
In 2023-2024, the pupils who did not enter for the EBacc studied photography but not humanities.
EBacc entry varies little across different pupil demographics such as gender, disadvantage, or English as an additional language. However, there is one characteristic that strongly determines EBacc entry at Michaela: prior attainment (PA). Over the past three years, out of 323 pupils for whom the PA data is available, 23% of low-PA pupils have entered the EBacc. This number is 83% for middle PA and 99% for high PA. According to my statistical analysis, the chance of these disparate "choices" arising without intervention is less than one percent.
At the end of Key Stage 3, Michaela staff pick approximately the top 75% of performers to enter for EBacc and require the lowest 25% to study other subjects.
This explains why only a few low-PA pupils enter for EBacc: although they are likely to remain in the bottom of their cohort throughout their schooling, some may improve enough to enter the top three quartiles. Although I am fully confident that my statistical analysis supports my assertion that Michaela pupils are not permitted to choose their GCSE subjects, the school has never disclosed a rationale for this practice, so the remainder of this essay will be speculation, not fact.
Michaela frequently boasts of its high Progress 8 (P8) score, and in order to understand my hypotheses, I recommend you familiarize yourself with its calculation. P8 is calculated by comparing actual Attainment 8 (A8) scores with expected scores based on Key Stage 2 (KS2) performance. This PDF explains how A8 scores are derived. (For my purposes, I will count double science as 2 GCSE subjects.) Therefore, a school with a non-selective intake such as Michaela can only change its P8 score by changing its A8 score.
Over the past few years, Michaela has refined its placement technique, presumably to increase its A8 scores. Pupils of any ability were permitted to study art at the GCSE level in 2022, but that option was removed the next year, probably so that high performers could devote more energy to EBacc subjects. Low performers who would have studied citizenship in 2022 instead studied art in 2023. Perhaps a part-time citizenship teacher would no longer be needed, and more resources could be directed to core subjects. All pupils studied GCSE French for the first time in 2024, giving each pupil 3 EBacc qualifications and finally maximizing A8 scores. However, the poorest performing 25% did not study humanities at KS4. This meant that approximately 120 * 2 * (1 - 0.25) = 180 pupils did study humanities at KS4, so with a typical class size of 30 and 6 class periods per day, one teacher could have accommodated all of them. If poor performers had studied humanities as well, hiring another teacher may have been necessary (and we already know how protective Michaela is of its budget).
The curricula for high and low performers are now identical, except for poor performers studying photography instead of humanities. Working from the assumption that Michaela intends to maximize its A8 score, this leads to one or two conclusions: it believes that poor performers will score higher on photography than French, and/or it does not want to expend humanities resources on poor performers because allocating them exclusively to high performers will raise the A8 score more. Similarly, no Michaela pupil has entered for more than 8 GCSE subjects (barring heritage languages, which do not demand too much revision time) since 2022, almost certainly to improve A8 scores. A limited class schedule allows pupils to devote more revision time to each core subject, while more exams would not raise A8, even if they did expand pupils’ horizons.
In the matter of GCSE curriculum, Michaela’s website is outdated and incomplete. It still enumerates the KS4 fine art curriculum, even though the subject was not offered at the GCSE level in 2024. It doesn’t mention that only three-quarters of pupils will study GCSE history or geography, so some parents who expect their children to study the humanities past age 13 may be in for a nasty surprise. Of course, this begs the question, what does Michaela have to hide?
It is difficult to understand how these prescribed schedules advantage Michaela’s pupils. Does the school not enroll maths whizzes who are determined to enter for mathematics, further mathematics, and physics at A-level, but who want one last artistic hurrah before starting sixth form? Are none of the poor performers averse enough to art that they'd prefer history? These prescriptions do not necessarily benefit Michaela’s pupils, but they do benefit the school’s P8.
Finally, Williams closes his article on a nostalgic note, contrasting his childhood with that of the Michaela pupil: “…my friends and I were free—luxuriously so—in ways these children possibly couldn’t even imagine. But that freedom that so many underprivileged and minority children bask in isn’t worth a damn thing if it leads to an adulthood boxed in by self-inflicted limitations.” Since the author was raised by college graduate parents and educated in private schools, and he is now a successful writer, he seems to believe that children who grow up rich can thrive on freedom, but the same is not true of the poor. Birbalsingh similarly believes that disadvantaged children need extreme discipline to succeed. However, she does not want to create a world where child poverty is eradicated so that every pupil can experience freedom, joy, and success at the same time. In fact, she envisions the opposite. She has spoken out against free meals for primary schoolers because she believes (without evidence!) that it would somehow make their parents less responsible. Even this concern were legitimate, it would pale in comparison to the necessity of feeding hungry children.
In the end, my dislike of Birbalsingh stems from her incredibly bleak worldview. She maintains that children should face the threat of starvation so their parents will be motivated to work harder. Even when testifying before Parliament, she believes the sexism that drives differences in A-level subject choices should remain unexamined. She propagates furry hoaxes—originally spread to mock trans people—to exemplify a supposed lack of discipline from parents. She believes if you don’t decorate your house for Christmas, you are destroying the country, and it is also somehow Vishnu’s problem (yes, the letter is truly that bizarre, and I recommend reading it for full effect). In her ideal world, she imagines suffering for suffering’s sake, a boot stamping on a human face—forever.
#katharine birbalsingh#birbalsingh#michaela community school#michaela#politics#british politics#uk politics#essay#longform#long form#data science#statistics#statistical analysis#education#education system#uk education#education uk#british education#united kingdom#london#wembley#i am a girl who likes hard maths
3 notes
·
View notes
Text
Also preserved in our archive (Daily updates!)
Authors
Julia M. Wright George Munro Chair in Literature and Rhetoric, Dalhousie University
Dick Zoutman Professor Emeritus, Medicine, Queen's University, Ontario
Mark Ungrin Associate Professor, Department of Comparative Biology & Experimental Medicine, Faculty of Veterinary Medicine, University of Calgary
Ryan Tennant PhD Candidate, Systems Design Engineering, University of Waterloo
Canada’s postsecondary institutions have a responsibility to protect students and others on campus from the risks of post-COVID condition as a matter of campus safety.
Canada’s Chief Science Advisor, Mona Nemer, recently released the report, Dealing with the Fallout: Post-COVID Condition and its Continued Impacts on Individuals and Society.
Post-COVID condition (PCC), also known as “long COVID,” refers to the poorly understood and often serious health damage left by the SARS-CoV-2 virus after the acute illness appears to have passed.
Universities, colleges and schools have a duty to take reasonable precautions to protect students, staff and faculty from foreseeable harms. They must ensure the water on campus is safe to drink. They must install fire and carbon monoxide detectors and make evacuation plans. Many have adopted a smoke-free policy on campus as part of a commitment to an international charter on health promotion in universities and colleges. Yet there is little pandemic health promotion on Canadian campuses.
The authors of this story bring together expertise in higher education, engineering, biomedical sciences, medicine and the health humanities. As a few of us noted in a recent peer-reviewed article on the pandemic for BMC Medicine, “COVID-19 is airborne, transmitted primarily via infectious aerosols that move through the air like smoke.”
As with any other pathogen (or smoke, for that matter), if it can’t get into your body, then it can’t make you sick. The Chief Science Advisor’s report recognizes the vital importance of reducing PCC cases by reducing infections.
Post-COVID condition A COVID-19 infection can be the tip of a very large iceberg. A Statistics Canada report last year indicated that Canadians have lost millions of school and work days because of PCC. PCC has a long list of possible symptoms, including negative effects on brain functioning, mental health, as well as cardiovascular and lung health.
The Chief Science Advisor’s report notes that “with each SARS-CoV-2 reinfection, the risk of developing PCC is cumulative.” Postsecondary students are particularly vulnerable to repeated COVID-19 infections because of shared living spaces (dorms, student housing) and frontline work (waiting tables and retail jobs, for instance), and transmission can be boosted by extensive mixing due to complex timetables and crowded spaces on campuses.
While we lack specific data on sick days and long COVID cases at the postsecondary level in Canada, national data suggests over 40 per cent of Canadians were infected over a three-month period last winter. There are about two million postsecondary students in Canada.
Postsecondary students are inevitably affected by the multiple surges in infections each year, and so are losing days to acute COVID-19 illness. And, with each infection, they are at increased risk of PCC. This is key to understanding the pandemic’s ongoing disruptions to education and well-being for the current generation of college and university students. A study of U.S. university students with PCC noted symptoms such as “difficulty thinking, fatigue, feeling anxious” and “memory loss,” consequential for academic performance and overall well-being.
Reducing infections
We have abundant high-quality peer-reviewed scholarship from a range of disciplines to help us reduce infections. Building on this evidence base, the Chief Science Advisor’s report calls for “protective measures through steps that government, institutions and employers can take.” These protections include “improved indoor air quality,” better “public messaging” and “effective masking in crowded spaces.”
Improving indoor air quality includes increasing ventilation rates, adding high quality filters to the air handling systems, the use of portable air filtration units, germicidal ultraviolet lights, and the monitoring and public display of carbon dioxide levels in all living and learning spaces on campus. Improving indoor air quality has been shown to reduce in-classroom transmission of COVID-19 by at least 80 per cent in schools.
Free N95 masks and updated vaccinations should also be made available, and their use promoted on campuses to improve awareness and access. Communications should educate students on reducing their risk. Drawing on faculty expertise from all disciplines, and with little financial cost, postsecondary institutions can implement and model best practices on all of these fronts.
Organized, evidence-informed efforts are also urgently needed to accommodate students whose coursework has been significantly affected by infection or PCC. PCC includes a wide range of symptoms at varying levels of severity, so no cookie-cutter approach will work well.
The pandemic’s ongoing effects Institutions lack even the most basic data about PCC on campus. How many people on campus are already affected by PCC and to what degree? How many are on extended leave or had to withdraw or resign because of it?
Transdisciplinary faculty and student expertise and lived experience can help institutions to understand the pandemic’s ongoing effects. This is a necessary step to the development of more inclusive and effective approaches to mitigating the harms of the pandemic.
Without efforts to reduce students’ risk of getting sick — and to meaningfully help them when they do — we can only expect more population-level problems with well-being, ongoing health-care needs and academic success. These effects have the potential to ripple into the general workforce, adding to population and economic consequences. While the pace of research on COVID-19 has been and continues to be fast, new discoveries will not erase the lost educational days and other long-term harms that are already putting pressure on this generation.
The burden of PCC and the pandemic will will shape the next half century, and it is in everyone’s interest that our postsecondary institutions start working now to limit these harms.
#mask up#public health#wear a mask#pandemic#wear a respirator#covid#still coviding#covid 19#coronavirus#sars cov 2
62 notes
·
View notes
Text
Top 5 Colleges in India: The Standards of Excellence

Selecting a college is a deciding moment that determines your professional success and future life. India is a nation with academic diversity and a competitive education scenario. Not only do the top 5 colleges set the educational standards, but they also provide an atmosphere where innovation, research and leadership can take root. In this article, we discuss the top 5 colleges in India. Based on extensive case studies, statistics, and examples from real life, we have created an ultimate guide for students and parents looking for the best learning environment in which to flourish.
Understanding College Rankings in India
Ranking Factors:
Indian university rankings rely on several factors:
Academic Quality: Qualifications of faculty, intensity of curriculum, and research record.
Facilities and Infrastructure: State-of-the-art laboratory facilities, libraries, and campus facilities.
Industry Interface: Internship access, placement track record, and connections with corporate schools.
Alumni Achievement: Performances and success of award-winning alumni in their respective fields of interest.
Student Support and Extracurricular Activities: Mentor programs, clubs, and life in general on the campus.
Respected agencies like the National Institutional Ranking Framework (NIRF) prefer to provide the numerical framework to these rankings.
Why does choosing a college matter?
The college you choose will not only impact your academic development. But also your career. The highly ranked and prestigious institutions in the country offer internship opportunities, Hands-on training and access to a wide range of industry leaders. Case studies of successful alumni from these colleges indicate that the proper environment can be the driving force behind a distinguished career path.
Top 5 Colleges in India
1. Indian Institute of Technology Bombay (IIT Bombay)
The Indian Institute of Technology, Bombay, is renowned globally for both its rigorous educational offerings and groundbreaking research.
Academic Excellence: The employment placement record at IIT Bombay is higher than 95%, and the median initial wage for graduates is INR 12-15 lakh per calendar year.
Alumni Impact: A large number of alumni have secured high-impact positions at notable technology-based companies and startups, demonstrating the institution's excellent industry relationships.
Essential highlights:
NIRF Ranking: Continuously ranked among the top 3 engineering institutions of India.
Research Funding: Raises billions of INR in research grants every year.
2. IIT Delhi
IIT Delhi is recognized for its dynamic curriculum and industry collaborations.
Curriculum and Outcomes: The institute provides a wide variety of engineering and technology courses that enable graduates to solve real-world issues. Over 90% of students get promising jobs or establish successful start-ups within one year of passing out.
Industry Connection: Strong affiliation with top companies helps students get practical training and better job placements.
Key Points:
Ranking by NIRF: Usually falling among the top 5 engineering colleges.
Average Salary Package: Usually ranging between INR 11–14 lakhs annually.
Student-Teacher Ratio: Around 11:1, providing individual attention.
3. Indian Institute of Science, Bangalore (IISc Bangalore)
IISc Bangalore is a forerunner in scientific research and innovation in India.
Research Strength: IISc gives more than Rs. 500 crore of research funding to support innovation in the biotechnology industry, Nanotechnology and environmental science.
Global Recognition: Their contributions to research are seen in the many publications and patents. That makes the institution a world leader in science and technology.
Important Points:
Research Excellence Ranking: The best research institution in India, according to many independent studies.
Annual Research Grants: Crosses INR 500 crores, promoting state-of-the-art innovations in the field of science and technology.
Publication Metrics: More than 1,000 papers in high-impact journals are published by students and faculty members each year.
4. IIM Ahmedabad
IIM Ahmedabad is simply renowned for its entrepreneurial excellence in business education.
Business Leaders: The College boasts a placement percentage of almost 98% and its alumni are often offered a salary of more than INR 20 lakhs per year as a joining bonus.
Case Study: Ritu Verma, an IIM Ahmedabad alumnus, was able to successfully start her company by tapping into the institution's effective alumni base and industry expertise.
Pointers:
Business School Rankings: Ranked as the number one management school in India consistently.
Alumni Network: A robust alumni network that facilitates career development and entrepreneurial projects.
5. University of Delhi
The University of Delhi is renowned for its multicultural education program and vibrant culture.
Academic Diversity: The University gives admission to around 70,000 aspiring students every year and offers a diverse range of courses in the fields of humanities, sciences, and business.
Education and Culture: Lively campus life with a great academic curriculum. This makes the school an ideal choice for learners who want a balanced learning experience.
Key Highlights:
Research Output: Publishes in excess of 300 research articles annually across disciplines.
Cultural & Academic Reach: Renowned for producing alumni who tend to occupy leadership positions in academia as well as the corporate world..
Comparative Analysis
Choosing the right college is an important decision that can shape your future. Each of the top 5 colleges in India has its unique characteristics. This ensures that students gain more than just academic knowledge. It also provides the skills and experience needed to succeed in the long run. Whether your goal is to excel in engineering, management, research or humanities, these colleges provide the environment and opportunities to help you reach your full potential.
College360 is a platform where you can search nearby colleges through by name, place and many more.
2 notes
·
View notes
Text
Ceramic Blasting Beads: A Key Technology for Enhancing Fatigue Resistance in Medical Device Metal Components
In the modern medical device industry, the reliability and durability of metal components directly impact patient safety and treatment efficacy. From implantable devices to surgical instruments, from diagnostic equipment to therapeutic devices, metal component fatigue failure remains a significant challenge for medical device manufacturers and quality control managers. Ceramic blasting beads, as an advanced surface treatment technology, are revolutionizing the fatigue resistance performance of medical device metal components. This article will explore in depth how ceramic blasting beads enhance the fatigue resistance of medical device metal components and the special value of this technology in the medical field.
Metal Fatigue Issues in Medical Devices
Severity of Fatigue Failure
In the medical device field, metal component fatigue failure can lead to catastrophic consequences:
Implant fractures may require emergency revision surgeries
Surgical instrument failures during use may endanger patients' lives
Diagnostic equipment malfunctions may lead to misdiagnosis or delayed treatment
Therapeutic device failures may interrupt treatment plans
FDA data indicates that approximately 25%-30% of medical device recall events are related to metal component fatigue failures, causing serious impacts on patient safety and healthcare institutions.
Unique Challenges Facing Medical Device Metal Components
Medical device metal components face unique challenges:
Biocompatibility requirements: Materials must be non-toxic, harmless, and not cause immune responses
Strict sterilization conditions: Must withstand high temperature, high pressure, radiation, and other sterilization methods
Complex physiological environments: Long-term exposure to corrosive body fluids
Cyclic loading conditions: Such as orthopedic implants bearing periodic physiological loads
Zero-tolerance requirements: Medical devices cannot allow any risk of failure
These challenges make medical device metal components face more severe fatigue issues than general industrial applications.
Technical Characteristics of Ceramic Blasting Beads and Advantages in Medical Applications
Ceramic blasting beads offer unique application advantages in the medical device field:
Good biocompatibility: Materials like zirconium oxide and aluminum oxide have passed ISO 10993 biocompatibility testing
No residual contamination: Will not leave particles on component surfaces that could cause infection
High surface cleanliness: Can thoroughly remove surface machining marks and contaminants
Controllable surface roughness: Can adjust surface topological structure according to different medical device requirements
Non-magnetic: Will not affect the use of magnetic-sensitive medical equipment such as MRI
Medical-grade ceramic blasting beads typically have the following technical parameters: Technical Parameter Typical Specification Significance in Medical Applications Sphericity >98% Ensures surface treatment uniformity Purity >99.9% Avoids chemical contamination Hardness Mohs 9 Suitable for treating hard materials such as titanium alloys Particle size range 20-150μm Can be used for precision medical devices Surface finish Ra 0.1-0.8μm Meets different interface contact requirements
Mechanisms by Which Ceramic Blasting Beads Enhance Medical Device Fatigue Resistance
1. Formation of Residual Compressive Stress Layer
When ceramic blasting beads impact the metal surface at high speed, they form a residual compressive stress layer on the surface. This mechanism is particularly important for medical devices because:
The compressive stress layer effectively prevents micro-crack initiation and propagation in fluid environments
It improves the resistance of medical-grade metals such as titanium alloys and stainless steel to corrosion fatigue
It is especially important for implants that bear alternating loads (such as orthopedic screws, bone plates, artificial joints)
Research shows that appropriate ceramic blasting treatment can form a compressive stress layer with a depth of 0.1-0.2mm on medical-grade titanium alloy surfaces, increasing fatigue life by 100%-200%.
2. Microstructure Optimization
In medical device applications, microstructure optimization has special significance:
Grain refinement improves the metal's yield strength, enhancing implant resistance to deformation
Increased dislocation density reduces stress concentration phenomena in physiological environments
Changed microstructure facilitates cell attachment and tissue integration (crucial for osseointegration)
Microstructure optimization can significantly improve the safety factor of medical devices, especially in the field of long-term implants.
3. Surface Topography Control
For medical devices, surface topography control has dual significance:
Mechanical aspect: Appropriate surface roughness reduces fatigue crack sources
Biological aspect: Optimized surface microstructure promotes cell attachment and biological integration
Different types of medical devices require different surface topographical structures: Medical Device Type Recommended Surface Roughness (Ra) Purpose Orthopedic implants 1.0-2.0μm Promote osseointegration Joint replacements 0.05-0.2μm Reduce friction and wear Cardiovascular stents 0.3-0.8μm Improve blood compatibility Dental implants 1.5-2.5μm Enhance tissue bonding Surgical instruments 0.1-0.4μm Improve corrosion resistance and cleanliness
4. Surface Bioactivity Regulation
Unique to medical applications, ceramic blasting can also regulate metal surface bioactivity:
Change surface energy and wettability, affecting protein adsorption and cell attachment
Adjust the chemical composition and structure of the surface oxide layer
Provide an ideal foundation for subsequent surface functionalization treatments (such as hydroxyapatite coating)
This bioactivity regulation both improves device biocompatibility and enhances metal fatigue resistance, forming a dual safeguard.
Ceramic Blasting Process Optimization in Medical Device Production
Medical devices have requirements for surface treatment far higher than general industrial applications, and ceramic blasting processes must be conducted under strictly controlled conditions:
Key Process Parameters
Process Parameter Medical-Grade Recommended Range Special Considerations Blasting pressure 0.3-0.5MPa Adjust according to device size and wall thickness Blasting distance 80-150mm Uniformity control Blasting time 20-90s Avoid excessive treatment causing precision loss Bead specification 20-150μm Determined by device precision and surface requirements Coverage requirement >98% Ensure no fatigue-weak zones
Special Process Control Points
Contamination-free process environment: Clean room grade blasting environment to prevent particle contamination
Batch quality control: 100% surface inspection to ensure zero defects
Parameter validation: Validate blasting parameters through fatigue testing
Sterilization compatibility: Ensure blasted surfaces can withstand subsequent sterilization processes
Traceability: Complete process recording, complying with medical device regulatory requirements
Medical Device Application Case Studies
Case 1: Titanium Alloy Spinal Fixation System
Challenge: Spinal fixators bear complex cyclic loads in the body, with fatigue failure being the main issue.
Solution: 45-75μm zirconium oxide ceramic blasting treatment of titanium alloy spinal screws and connecting rods.
Results:
Fatigue strength increased by 36%
Failure rate reduced from 2.3% to 0.4%
Patient revision surgery rate decreased by 75%
Product 5-year survival rate improved to 98.7%
Case 2: Stainless Steel Orthopedic Surgical Instruments
Challenge: Orthopedic surgical instruments require repeated use and sterilization, facing serious stress corrosion fatigue issues.
Solution: 50-100μm aluminum oxide ceramic blasting treatment, forming a uniform surface compressive stress layer.
Results:
Instrument service life extended 2.5 times
Sterilization cycle resistance improved by 40%
Surface corrosion resistance increased by 65%
Repair and replacement costs reduced by 58%
Case 3: Cobalt-Chrome Alloy Artificial Hip Joints
Challenge: Artificial hip joints require excellent fatigue strength and biocompatibility.
Solution: Two-stage ceramic blasting: coarse blasting (125μm) to form a compressive stress layer, fine blasting (45μm) to optimize surface topographical structure.
Results:
Fatigue strength improved by 43%
Friction coefficient reduced by 28%
Metal ion release decreased by 67%
Implant service life increased from 12 years to over 20 years
Case 4: Nitinol Cardiovascular Stents
Challenge: Cardiovascular stents work in a pulsating environment, requiring extremely high fatigue resistance and blood compatibility.
Solution: Ultra-fine (20-45μm) zirconium oxide blasting, optimizing surface morphology and oxide layer.
Results:
Stent fatigue life increased to over 400 million cycles
Thrombosis risk reduced by 32%
Restenosis rate decreased by 26%
Product safety incident reports reduced by 81%
Quality Control and Regulatory Compliance
For medical device manufacturers and quality control managers, ceramic blasting treatment is not just a technical means to improve product performance but also a key step in ensuring regulatory compliance:
FDA and NMPA Compliance Points
Process validation: Required according to FDA 21 CFR 820.75 and relevant NMPA regulations
Surface characteristic testing: Including ASTM F86 surface inspection and ISO 4287 surface roughness testing
Fatigue testing requirements: Compliance with standards such as ASTM F1801, ISO 14242
Biocompatibility assessment: Comprehensive biological evaluation according to ISO 10993-1
Risk management: Incorporating blasting treatment into ISO 14971 risk management system
Key Quality Control Testing Methods
Test Item Test Method Acceptance Criteria Surface roughness Surface profilometer Within design specifications ±10% Residual stress X-ray diffraction Surface compressive stress >200MPa Coverage Microscopic inspection >98% Surface defects Electron microscopy No cracks, peeling, or sharp edges Metal ion release ICP-MS Below ISO standard limits Accelerated fatigue testing According to ISO standards Achieves 5 times design life or more
Cost-Benefit Analysis: Medical Device Perspective
In the medical device field, the cost-benefit of ceramic blasting technology needs to be evaluated from multiple levels:
Direct Cost Benefits
Reduced product recall costs: Each medical device recall costs an average of $3-7 million; improving fatigue performance can significantly reduce recall risks
Decreased warranty claims: Fatigue-related failure claims reduced by 65%-80%
Extended product life: Implant service life extended by 50%-100%, reducing revision surgery rates
Enhanced market competitiveness: Product reliability becomes a key selling point, increasing brand value
Indirect Cost Benefits
Accelerated regulatory approval: Reliable fatigue data support speeds up registration and approval processes
Improved physician and patient satisfaction: Reduces medical disputes caused by device failures
Better insurance coverage: Higher reliability devices more easily obtain insurance coverage
Enhanced corporate reputation: Avoids negative publicity due to product fatigue failures
Return on investment analysis shows that in the high-end medical device field, investment in ceramic blasting technology typically pays back within 18-24 months, with long-term ROI exceeding 300%.
Frequently Asked Questions (FAQs)
Does ceramic blasting treatment affect the sterilization efficacy of medical devices?
No. On the contrary, appropriate ceramic blasting treatment can improve the surface microstructure, reducing microbial attachment points and enhancing sterilization effectiveness. Research shows that optimized ceramic blasting treatment can improve the Sterility Assurance Level (SAL) of medical device surfaces.
Do different types of medical-grade metals require different ceramic blasting materials?
Yes, different metals require different blasting materials and parameters:
Titanium alloys: Zirconium oxide beads recommended (matching hardness, avoiding embedding)
Stainless steel: Can use aluminum oxide or zirconium oxide beads
Cobalt-chrome alloys: Zirconium oxide beads recommended (reducing surface contamination)
Nitinol: Must use ultra-fine zirconium oxide beads (avoiding damage to superelastic properties)
What post-processing steps are required after ceramic blasting treatment?
Medical devices typically require the following post-processing steps:
Ultrasonic cleaning (removing all residual particles)
Passivation treatment (forming a stable oxide layer)
Electrochemical polishing (for certain applications)
Surface functionalization (if special biological characteristics are needed)
Sterilization packaging (preventing contamination)
How does ceramic blasting affect the service life of medical devices?
By increasing fatigue strength and reducing corrosion sensitivity, ceramic blasting can significantly extend medical device service life:
Implantable devices: Life extended by 50%-100%
Surgical instruments: Usage cycle count increased by 150%-200%
Diagnostic equipment: Metal component failure interval extended 3-5 times
How is the consistency and reliability of the ceramic blasting process validated?
The medical device industry uses the following methods to validate process consistency:
Process Validation Studies (PVS)
Statistical Process Control (SPC)
Failure Mode and Effects Analysis (FMEA)
Accelerated Life Testing (ALT)
Real-time stability monitoring and data trend analysis
Future Development Trends
Ceramic blasting technology in the medical device field is developing in the following directions:
Biofunctionalized blasting materials: Ceramic beads containing antibacterial elements or bioactive factors
Gradient blasting technology: Achieving different surface characteristics in different areas of the same component
Intelligent monitoring blasting systems: Real-time quality control based on machine vision and AI
Personalized parameter optimization: Adjusting implant surface characteristics according to specific patient needs
Hybrid processes combined with 3D printing: Providing optimal surface treatment for complex geometries
Conclusion
Ceramic blasting bead technology provides significant improvements in fatigue resistance for medical device metal components, which has special significance in the medical field. Through forming residual compressive stress layers, optimizing microstructures, controlling surface topography, and regulating bioactivity, ceramic blasting technology not only improves the safety and reliability of medical devices but also extends service life, reduces patient risk, and decreases healthcare costs.
For medical device manufacturers and quality control managers, understanding and correctly applying ceramic blasting technology is a key strategy for improving product quality, ensuring regulatory compliance, and enhancing market competitiveness. As medical devices develop toward smaller size, more functionality, and greater personalization, ceramic blasting technology will continue to play an irreplaceable role, providing more reliable safeguards for patient safety and treatment efficacy.
2 notes
·
View notes
Text
Unlocking the Power of Liquidity Pools on STON.fi

Decentralized exchanges (DEXs) have reshaped how people trade cryptocurrencies, eliminating middlemen and giving users full control over their assets. At the core of this revolution is liquidity pooling, an innovation that ensures seamless trading and stable pricing.
STON.fi, built on The Open Network (TON), takes liquidity pools to a new level, providing a fast, cost-effective, and profitable experience for traders and liquidity providers. This article explores liquidity pools, how they work, their benefits, and how STON.fi optimizes them for better earnings and efficient swaps.
What Are Liquidity Pools
A liquidity pool is a smart contract that holds a pair of tokens, allowing users to trade between them instantly. Instead of matching buyers and sellers as traditional exchanges do, liquidity pools enable automated swaps using an algorithm that adjusts prices based on token availability.
On STON.fi, liquidity pools power the exchange, ensuring that users can trade at any time without delays or order book dependencies. The system works efficiently, reducing slippage and making transactions smoother for traders.
How Liquidity Pools Work on STON.fi
Each liquidity pool on STON.fi contains two tokens. When a trade happens:
The trader deposits one token into the pool.
The smart contract calculates the exchange rate based on the pool’s liquidity balance.
The pool adjusts, ensuring liquidity remains available for future trades.
This model allows for instant, permissionless, and decentralized trading, making STON.fi a preferred platform for those looking for speed, low fees, and optimal trade execution.
Earning Passive Income with Liquidity Pools
Liquidity pools rely on liquidity providers (LPs) who deposit tokens into the pools, making trading possible. In return, STON.fi rewards LPs with a share of trading fees collected from transactions within the pool.
Key earning factors for LPs on STON.fi include:
✅ Trading Fees – Every transaction incurs a 0.2% fee, which is distributed to liquidity providers based on their share in the pool.
✅ Pool Share – The more liquidity an LP provides, the higher their share of collected fees.
✅ Trading Volume – Higher trading activity within a pool results in greater fee earnings for LPs.
By participating as an LP on STON.fi, users can earn passive income while supporting decentralized trading.
Key Metrics to Evaluate Liquidity Pools on STON.fi
To make informed decisions before adding liquidity, users should track key performance indicators of a pool:
1. APR (Annual Percentage Rate)
Reflects the estimated annual earnings for liquidity providers.
A higher APR suggests better returns, but rates fluctuate based on trading activity.
2. TVL (Total Value Locked)
Represents the total value of assets in a liquidity pool.
Higher TVL means greater liquidity, leading to lower slippage and smoother trading.
3. 24H Trading Volume
Measures how frequently a pool is used within 24 hours.
Higher trading volume translates to more fees earned by liquidity providers.
STON.fi provides real-time tracking of these metrics, allowing users to optimize their liquidity provision strategy for maximum profitability.
Understanding Risks: Impermanent Loss and How to Mitigate It
Providing liquidity comes with potential risks, the most common being impermanent loss. This occurs when the price of deposited tokens fluctuates significantly, causing the value of assets in the pool to be lower than if they were simply held in a wallet.
To reduce exposure to impermanent loss:
Choose high-liquidity pools with stable trading activity.
Diversify by providing liquidity across multiple pools.
Consider stablecoin pairs for lower volatility.
STON.fi’s optimized liquidity pool structure minimizes impermanent loss, allowing LPs to retain as much value as possible while still earning from trading fees.
Why STON.fi Is the Best Choice for Liquidity Providers and Traders
Among decentralized exchanges, STON.fi offers one of the most efficient liquidity pooling systems, ensuring low fees, deep liquidity, and high rewards. Here’s why it stands out:
✅ Built on The Open Network (TON) – Fast and scalable infrastructure for seamless trading.
✅ Ultra-Low Fees – A competitive 0.2% transaction fee benefits both traders and LPs.
✅ Deep Liquidity – Well-funded pools ensure smooth transactions with minimal slippage.
✅ Passive Income Opportunities – LPs earn continuous rewards with high APR.
✅ User-Friendly Interface – Real-time data tracking for smart liquidity management.
By integrating innovative technology, efficient tokenomics, and a rewarding LP model, STON.fi has become one of the most trusted platforms for decentralized trading and liquidity provision.
Final Thoughts
Liquidity pools are the foundation of decentralized exchanges, and STON.fi has optimized the model to deliver the best experience for both traders and liquidity providers.
By understanding how liquidity pools work, tracking key metrics, and managing risks, users can maximize their earnings while supporting decentralized finance.
With its fast execution, low fees, and high rewards, STON.fi is the go-to platform for anyone looking to engage in DeFi trading or passive income through liquidity provision.
👉 Start trading or providing liquidity on STON.fi today and take advantage of the decentralized financial revolution!
3 notes
·
View notes
Text

Primary investigation on ram-rotor detonation engine
Detonation is a supersonic combustion wave, characterized by a shock wave driven by the energy release from closely coupled chemical reactions. It is a typical form of pressure gain combustion, converting chemical energy into thrust efficiently. The concept of harnessing detonation to improve thermodynamic cycle efficiency and enhance the performance of aerospace propulsion systems has been a subject of interest for many years. Since the 1950s, various types of detonation engines have been proposed, including pulse detonation engines, oblique detonation engines, and rotating detonation engines. However, these three types of detonation engines encounter challenges such as poor thrust continuity, high starting Mach numbers, and insufficient performance gains, which limit the widespread application of detonation propulsion technology.
In a recent article featured in the Chinese Journal of Aeronautics, Dr. Haocheng Wen and Prof. Bing Wang from Tsinghua University proposed a new concept for detonative propulsion, called the Ram-Rotor Detonation Engine, which is expected to break through the limitations of the above-mentioned detonation engines.
“The original intention of developing this new engine is to improve the structures of rotating detonation engines,” said Dr. Haocheng Wen, “this concept is also inspired by the ram-rotor compressor.” The ram-rotor detonation engine, abbreviated as RRDE, mainly consists of a rotating rotor with blades, and a stationary casing. The blades on the rotor are distributed in a helical symmetric manner. The combustible mixture undergoes compression, detonation combustion, and expansion within the variable cross-sectional channels between the blades.
The authors performed primary theoretical and numerical investigation on the RRDE. They established a theoretical model to analyze the relationship between the propulsion performance and parameters such as inlet velocity, rotor rim velocity, and equivalence ratio. It is indicated that for the stoichiometric hydrogen/air mixture, the total pressure gain of RRDE can exceed 3. Furthermore, they also conducted numerical simulations on the typical structure of RRDE and obtained the characteristic flow field and propulsion performance of engine. Their simulation results demonstrate that the detonation wave can stabilize and remain stationary within the blades by the given configuration, and can adapt to the variations in parameters such as the equivalence ratio within a certain range. “Our study primarily verifies the performance benefits and operation feasibility of the RRDE.” said Dr. Haocheng Wen.
The authors believe that the RRDE has several advantages, including a simple and compact structure, high efficiency, and the adaptability to a wide-range of flight Mach number. However, they also candidly acknowledge that the realization of the RRDE is confronted with numerous challenges that demand resolution, such as the stabilization mechanism of detonation wave, supersonic boundary layer interference, implementation of high-speed rotor, as well as thermal protection, etc. “Our team is conducting ongoing research on key scientific and engineering issues in RRDE.” said Prof. Bing Wang. They expect the RRDE can provide high-performance propulsion for the supersonic vehicles in the future.
IMAGE: Conceptual scheme of a supersonic vehicle using the ram-rotor detonation engine Credit Chinese Journal of Aeronautics
4 notes
·
View notes
Text
7 Insider Secrets: How Are Cement Bricks & Blocks Manufactured for Superior Construction?
How are cement bricks and blocks manufactured?
Cement bricks and blocks form the backbone of modern construction, and understanding their manufacturing process can provide invaluable insights for contractors, engineers, and investors alike. In today’s competitive market, knowing what goes behind creating these essential building components not only improves decision-making but also instills confidence in the durability and quality of construction materials. In this article, we uncover the secrets behind the manufacturing process, address frequently asked questions, and highlight key statistics that underline the importance of precision in production.
Introduction
The construction industry relies heavily on the consistent quality of building materials. Cement bricks and blocks, known for their strength and longevity, are manufactured through a systematic, multi-step process that transforms raw materials into essential components for modern infrastructure. This blog post will walk you through the manufacturing process, answer common queries, and reveal industry insights that every professional and enthusiast should know. Whether you’re a seasoned builder or new to the industry, these insider secrets will elevate your understanding and guide your next project.
The Manufacturing Process Uncovered
1. Raw Materials: The Foundation of Quality
The journey begins with sourcing high-quality raw materials. The primary ingredients include cement, aggregates (like sand and gravel), water, and sometimes additives to enhance performance. Each component plays a crucial role:
Cement: Provides binding strength.
Aggregates: Offer structural stability.
Water: Initiates the hydration process.
Additives: Enhance durability and workability.
Ensuring the correct proportions is essential. For example, maintaining a water-to-cement ratio between 0.4 and 0.6 is critical for achieving optimal strength and durability. Industry statistics indicate that up to 80% of the final product’s quality is determined during this initial stage.
2. Mixing: Precision in Every Batch
Once raw materials are selected, the next step is mixing. Modern facilities employ high-speed mixers that blend the materials to a uniform consistency. This stage is crucial because even a minor imbalance in the mix can result in compromised strength or an inconsistent texture.
Mixing involves:
Batching: Precise measurement of each component.
Blending: Combining materials uniformly to ensure consistent distribution.
Monitoring: Continuous quality checks to ensure the mix adheres to industry standards.
Transitioning to the next phase, advanced monitoring systems now utilize sensors and automation to fine-tune the process, reducing human error and enhancing quality control.
3. Molding and Shaping: Crafting the Perfect Form
After mixing, the homogeneous material is transferred to molds to create bricks or blocks. The manufacturing process here can vary:
Cement Bricks: Typically, the mixture is compressed in a mold using a hydraulic press. The pressure applied can reach up to 10,000 psi, ensuring that the bricks are dense and robust.
Cement Blocks: Larger in size, these blocks are often cast using automated machines. The molds are designed to produce uniform shapes, which is critical for ensuring ease of installation and structural consistency.
Storytelling element: Imagine the precision of an orchestra playing in perfect harmony; every press and cast is a note contributing to the grand symphony of construction excellence.
4. Curing: Transforming Fresh Casts into Durable Structures
Curing is perhaps the most critical phase in the manufacturing process. Once molded, the bricks or blocks must cure—essentially, they undergo a controlled hardening process. This is achieved through:
Moisture Retention: Maintaining adequate moisture levels to allow the chemical reactions in cement to complete.
Temperature Control: Ensuring that environmental conditions support optimal hydration.
Time: Curing can take anywhere from 7 to 28 days depending on the product specifications and environmental conditions.
Statistics show that proper curing can improve the strength of cement bricks and blocks by up to 50% compared to those that are not cured under controlled conditions.
5. Quality Assurance: The Final Seal of Approval
Before cement bricks and blocks reach the market, they undergo rigorous quality assurance tests. These tests include:
Compression Strength Tests: Verifying that each unit can withstand heavy loads.
Dimensional Checks: Ensuring uniformity in size and shape.
Surface Inspections: Checking for any defects that could impact the performance or aesthetics of the final product.
Quality assurance protocols are not just about meeting regulatory standards—they provide peace of mind to builders and investors, ensuring that every brick or block contributes to a safe and sustainable construction.
Frequently Asked Questions
How are cement bricks different from cement blocks?
Cement bricks are usually smaller and are often used for walls and smaller constructions, whereas cement blocks are larger, offering enhanced structural stability for load-bearing walls. Their manufacturing process is similar, but the molding and curing processes may differ slightly to accommodate size differences.
What are the key factors that affect the quality of cement bricks and blocks?
The quality of these products largely depends on the quality of raw materials, the precision of the mixing process, the effectiveness of the molding and pressing systems, and the rigor of the curing and quality assurance processes. Maintaining the optimal water-to-cement ratio and ensuring a controlled curing environment are paramount.
How long does it take to manufacture cement bricks and blocks?
The manufacturing process itself is relatively quick, with mixing and molding taking just a few hours. However, the curing phase can take anywhere from 7 to 28 days, which is essential to achieve the desired strength and durability.
Can the manufacturing process be automated?
Yes, automation plays a significant role in modern production facilities. Automated mixers, robotic molding systems, and digital monitoring for curing are now common, increasing both efficiency and product consistency.
What are the environmental impacts of manufacturing cement bricks and blocks?
While the production process does involve energy consumption and carbon emissions, many manufacturers are adopting eco-friendly practices. Innovations like using recycled materials, optimizing energy usage, and exploring alternative fuels are gradually reducing the environmental footprint.
#BrickAndBlockManufacturers#InterlockingBlockMakingMachine#AutomaticInterlockingBlockMakingMachine#ManualFlyAshBrickMakingMachine#AutomaticFlyAshBrickMakingMachine#FullyAutomaticFlyAshBrickMakingMachine#AutomaticSolidBlockMakingMachine#AutomaticPaverBlockMakingMachine#PanMixerMachine#ConcretePanMixerMachine#RollerPanMixerMachine#PipeBendingMachineManufacturers#HydraulicShearingMachineManufacturers#ArecaLeafPlatesMakingMachine
2 notes
·
View notes