#condition based maintenance

[nlti2025]

From Reactive to Proactive: Transforming Maintenance Models with Predictive Analytics

Traditionally, industries have operated on reactive maintenance models, fixing problems only after they occur. This outdated method is being replaced by smarter strategies like PDM Maintenance and Condition-Based Maintenance, thanks to the rise of predictive analytics. These tools analyze historical and real-time data to forecast equipment issues before they disrupt operations.

Through Remote Operations, businesses can access performance data from sensors installed across various machinery and sites. Predictive analytics transforms this data into actionable insights, helping maintenance teams schedule interventions at the right moment. This shift not only improves operational efficiency but also extends the useful life of assets.

By combining predictive models with Fault Detection and Diagnostics, companies can identify, assess, and address problems with surgical precision. CBM adds another layer of intelligence by aligning maintenance efforts with real-world equipment conditions. This integrated approach significantly reduces unplanned downtime and repair costs, ensuring seamless and proactive industrial operations.

[vibrationanalystslist]

Vibration Analysts Inc. offers ISO certified vibration analysis services and support for your vibration program. We provide accurate and affordable data analysis and free access to client databases. Contact us for world-class service from start to finish.

[rahulsinha]

AI-based building automation systems combine artificial intelligence with IoT to create smart, adaptive environments. These systems optimize energy use, predict maintenance needs, enhance comfort, and boost operational efficiency. By learning from data, they enable buildings to operate autonomously, offering scalable, sustainable, and cost-effective solutions for modern infrastructure and smart city development.

[cyberswift-story]

Road Condition Monitoring System(RCMS): Enhancing Efficiency with AI-Powered Solutions

The quality and sustainability of road infrastructure play a pivotal role in societal development, economic growth, and the safety of communities. To address the challenges of road construction and maintenance, advanced digital tools such as Road Condition Monitoring Systems (RCMS) are becoming indispensable. Leveraging technologies like AI-powered pothole detection, data analytics, and interactive visualization, RCMS ensures efficient planning, monitoring, and maintenance of road networks.

[ontonix]

The QCM, Degradation Index and Condition-Based Maintenance.

What is CBM (Condition-Based Maintenance)? Form IBM’s site: “Condition-based maintenance (CBM) is a preventive maintenance strategy that relies on the monitoring of assets or equipment to determine when maintenance work is necessary. CBM involves the use of sensors and other monitoring equipment to collect data on the performance of equipment. Using algorithms, machine learning and AI the…

[thirdeye-ai]

Condition Based Monitoring & Maintenance Solutions

Unlock the power of real-time insights and proactive maintenance with ThirdEye AI's Condition Based Monitoring & Maintenance Solutions. Our intelligent system utilizes cutting-edge sensors, data analytics, and AI to predict and prevent equipment failures. Empower your organization with predictive maintenance scheduling, anomaly detection, and optimization of spare part inventory. Make informed decisions and optimize efficiency with ThirdEye AI.

[terotam]

Explore why preventive maintenance is a game-changer for small businesses, driving operational efficiency and reducing unexpected downtime.

[thatmartiangirl]

Working in the insurance industry and getting a better idea of how it works and it's becoming clearer and clearer how bonkers it is that the healthcare system in this country is insurance based

[cryotos-cmms-software]

How to Implement a Proactive Maintenance Strategy?

A proactive maintenance strategy prevents equipment failures and maintains optimal performance. It incorporates preventive and condition-based maintenance elements, leveraging technology and data to anticipate and address potential equipment issues before they result in failure.

Here's how you can implement a proactive maintenance strategy:

1. Understand Your Current Maintenance Strategy

Before transitioning to a proactive maintenance strategy, it's essential to understand your current maintenance approach. Determine what's working well, what's not, and where there's room for improvement.

2. Develop a Maintenance Plan

Develop a detailed maintenance plan outlining what tasks must be performed, when, and by whom. This plan should include routine preventive maintenance tasks and condition-based tasks triggered by specific equipment conditions.

3. Leverage Technology

A proactive maintenance strategy is data-driven, so leveraging technology is crucial; This might involve using sensors and Internet of Things (IoT) devices to monitor equipment conditions in real time or implementing a Computerized Maintenance Management System (CMMS) to manage work orders and maintenance schedules.

4. Train Your Team

Ensure your maintenance team has the skills and knowledge to implement a proactive maintenance strategy; This might involve training on new technologies, data analysis techniques, or specific maintenance tasks.

5. Monitor and Adjust Your Strategy

Once your proactive maintenance strategy is in place, it's important to monitor its effectiveness and make necessary adjustments continuously; This might involve tracking key metrics such as equipment uptime, mean time between failures (MTBF), or maintenance costs.

6. Implementing Planned Corrective Maintenance

Planned corrective maintenance is an essential part of a proactive maintenance strategy. It involves identifying potential equipment issues through routine inspections or condition monitoring and scheduling maintenance activities to address them before they result in equipment failure.

How Does a CMMS Help?

A CMMS can be a valuable tool in implementing a proactive maintenance strategy. It can help manage work orders, maintenance schedules, and asset information, making planning and tracking maintenance activities easier. Many CMMS platforms offer features like predictive analytics or Condition-Based Monitoring support, helping you anticipate equipment issues and schedule maintenance tasks accordingly.

For instance, Cryotos CMMS streamlines Work Order Management and maintenance scheduling, supports condition-based monitoring, and provides robust reporting and analytics features. These can provide valuable insights into your maintenance operations and help optimize your proactive maintenance strategy.

Adopting a proactive maintenance strategy and leveraging tools like Cryotos CMMS can enhance equipment performance, minimize downtime, and reduce maintenance costs. 

Best Practices for Implementing a Proactive Maintenance Strategy

1. Prioritize Based on Criticality: Not all assets need the same level of attention. Prioritize maintenance activities based on each asset's criticality to your operations.

2. Regular Training: Ensure that your maintenance team is continuously trained on new technologies, tools, and methodologies related to proactive maintenance.

3. Real-time Data Monitoring: Use IoT sensors and data analytics tools to continuously monitor your assets' condition. This real-time data can help you anticipate failures and intervene proactively.

4. Document Maintenance Activities: Maintain a detailed record of all maintenance activities performed on each asset. These logs can provide valuable insights when diagnosing issues or planning future maintenance tasks.

5. Leverage CMMS Software: CMMS Software can be a powerful tool for managing maintenance operations and implementing a proactive maintenance strategy. Utilize its features to the fullest.

Benefits of a Proactive Maintenance Strategy

1. Reduced Downtime: A proactive maintenance strategy can significantly reduce equipment downtime by catching potential issues before they result in equipment failure.

2. Extended Equipment Life: Regular maintenance can help extend the lifespan of your equipment, resulting in long-term cost savings.

3. Improved Operational Efficiency: Less equipment downtime means smoother operations and improved efficiency.

4. Lower Maintenance Costs: Proactive maintenance can often be more cost effective than reactive maintenance by preventing catastrophic equipment failures.

5. Safety: Regular maintenance can help ensure equipment is operating safely, reducing the risk of accidents in the workplace.

6. Improved Planning: A proactive maintenance strategy helps you plan your maintenance activities more effectively, reducing last-minute scrambling and emergency repairs.

Implementing a proactive maintenance strategy may seem challenging. Still, its benefits in terms of reduced downtime, improved operational efficiency, and lower maintenance costs make it a worthwhile investment. And with tools like Cryotos CMMS, you'll have the support you need to make this transition smoothly and efficiently.

[videolari]

ISTANBUL OBESİTY CENTER (4)

Are you struggling with weight management and searching for effective solutions? Look no further than the Istanbul Obesity Center, your trusted partner in weight loss surgery in Turkey. With a reputation for excellence and a commitment to patient care, our center specializes in advanced weight loss procedures, including the innovative gastric balloon technique. This minimally invasive procedure helps individuals achieve their weight loss goals safely and effectively, making it an excellent choice for many.

Trusted Weight Loss Surgery Turkey

When it comes to effective and reliable solutions for weight loss, Turkey has emerged as a leading destination for trusted weight loss surgery Turkey. With world-class healthcare facilities, experienced surgeons, and a commitment to patient care, Turkey offers a unique blend of quality and affordability.

One of the most popular options is the gastric balloon, a non-invasive procedure designed to assist individuals in shedding unwanted pounds. By placing a balloon in the stomach, patients experience a sense of fullness that significantly reduces their food intake, making it an ideal choice for those who struggle with traditional dieting methods.

Considering how much a gastric balloon costs, Turkey is often considered a cost-effective option compared to other countries, without compromising on quality. Comprehensive packages often include both surgery and aftercare, ensuring that patients receive all the support they need throughout their weight loss journey.

Gastric Balloon Weight Loss

The gastric balloon offers an innovative solution for individuals struggling with excessive weight. This minimally invasive procedure helps patients achieve significant weight loss by placing a silicone balloon in the stomach, creating a sense of fullness, which reduces food intake. In addition to aiding weight loss, it can also improve related health conditions, including high blood pressure and diabetes.

One of the key benefits of the gastric balloon is its non-surgical nature. Unlike more invasive weight loss surgery, the procedure can typically be completed in less than an hour, making it a convenient choice for many. Furthermore, the balloon generally remains in place for six months to a year, giving you ample time to develop healthier eating habits that support lasting results.

Many patients report enhanced motivation and confidence as they see visible results over time. This opens the door to healthier lifestyle choices, making weight maintenance easier post-procedure. It's important to note that gastric balloon weight loss should be complemented by a structured diet and exercise plan, enhancing its effectiveness.

For those considering a budget-friendly option, the cost of the gastric balloon weight loss compared to other countries. With trusted weight loss surgery Turkey increasingly becoming a popular destination for medical tourists, countless individuals are reaping the benefits of this transformative procedure.

How Much is Gastric Balloon

When considering gastric balloon weight loss, one of the first questions that comes to mind is, How much is gastric balloon treatment? Understanding the costs associated with this procedure is crucial for making an informed decision. In Turkey, where trusted weight loss surgery is gaining popularity, the prices for gastric balloon procedures are typically more affordable than in many Western countries.

The average cost of the gastric balloon procedure in Turkey can range significantly based on the clinic and the expertise of the medical professionals involved. Generally, you might expect to pay considerably less than $5,000, which often includes comprehensive packages covering costs such as preoperative assessments, post-operative care, and accommodation.

Invest in your health and well-being by opting for gastric balloon weight loss in a reputable Turkish facility, where expert care meets affordability. Schedule a consultation today to get an accurate quote tailored to your specific needs and start your journey towards a healthier lifestyle.

[dissociacrip]

disability and chronic illness and whatnot are really complicated sometimes and can result in a lot of complicated, messy feelings, but the pervasiveness of ableism and the fact being disabled doesn't exempt you from participating in it (yes, including on a violent interpersonal and an also an institutional level, as there are disabled people that work in the very healthcare system that neglects and violates many of us! there are disabled people that work as caregivers who are capable of abusing that power!) makes it important to discern whether you need to be airing out those messy feelings in public vs. working through them on a private level, not just for your own sake

people with terminal cancer, ALS, etc. aren't somehow "luckier" than those with PASC/long covid for having research and awareness and they aren't automatically treated well or taken seriously despite what one might assume

obligate wheelchair-users aren't "lucky" for having no choice but to navigate a world that is built for ambulatory people with a mobility device that is expensive/difficult to acquire, requires routine maintenance, can wind up damaged and destroyed, etc. and bars them off from being able to participate in all the same areas of life as the able-bodied because - again - society is physically constructed with ambulatory people in mind

people with visible disabilities aren't "lucky" for being recognized as having something "wrong" with them by other people (because "visible disability" does not necessarily mean others thinking "oh that person is a real disabled," it's more complex than that)

someone having a very visible aspect of their disability like a limb difference doesn't mean their disability can be reduced to just that limb difference (e.g. there are a lot of ways someone might end up medically needing an amputation, including forms of chronic illness, like diabetes leading to nerve damage, leading to infected wounds that then can't heal properly!)

having assumptions made about your intelligence or "mental age" by strangers based off visible aspects of disability is 100% a form of ableism but there are ways of discussing and addressing this that don't contribute to ableism against people who are genuinely intellectually disabled (some of whom might have the same condition you're talking about!)

autistic people who require caregivers for survival aren't somehow privileged compared to autistic people who can live independently but get burnt out, living independently = not having to worry about getting abused or violated or neglected by people you have no choice but to depend on to feed you, bathe you, attend to medical equipment, clean your living space to prevent bugs or mold, etc.

i also highly doubt sensory disabled people are automatically taken seriously in terms of "oh they're actually disabled" either, even people with total vision or hearing loss, so excluding sensory disabled people from the label of "invisible disability" (in cases where it isn't accompanied by visible disability, like strabismus impacting vision) based on that is purely something out of ignorance

too many people in online disability spaces (physical or psychiatric) actively spit on other highly vulnerable groups of disabled people by saying/doing these things and it needs to end, especially as the overton window continues shifting to the right when it comes to ableism in the western world and elsewhere

and don't sit around waiting to be corrected and instead deliberately expose yourself to the experiences of disabled people whose lives are unlike yours and are continuously shut down in online (and offline) spaces, which is part of the reason these prejudices and misconceptions exist in the first place; if we don't have solidarity, then we have nothing

[nlti2025]

Building a Resilient Maintenance Strategy with Condition-Based Maintenance and Remote Monitoring

Developing a resilient maintenance strategy is vital for long-term operational success, especially when it involves Remote Operations. Condition-Based Maintenance is becoming a cornerstone of modern strategies because it minimizes both downtime and maintenance costs. By leveraging sensors and data analytics, CBM evaluates the real-time health of equipment and initiates maintenance only when specific indicators show degradation.

The advantage of remote monitoring lies in its ability to cover multiple assets and facilities from a central location. This drastically reduces the need for on-site visits and manual inspections. Combined with PDM Maintenance, businesses can take a proactive stance toward potential issues and ensure that equipment performs optimally throughout its lifecycle. Predictive tools use trends and past behavior to anticipate failures, allowing companies to act before breakdowns happen.

Another pillar in this strategy is Fault Detection and Diagnostics. These systems enable continuous assessment of equipment performance, quickly spotting inconsistencies that could lead to failure. Together, CBM, PDM, and fault diagnostics provide a multi-layered maintenance approach that strengthens operational resilience, especially in industries that rely heavily on remote asset management.

[fatliberation]

hi, i'm a fat person who is just starting to learn to love and appreciate my body and i'm very new to the fat community and all that.

i was wondering if you could maybe explain the term ob*se and how it is a slur. i've never heard anything about it being a slur before(like i said, i'm very new here) and was wondering if you could tell me the origin and history of the word or mayy provide links to resources about it? i want to know more about fat history and how to support my community but i'm unsure of how to start

Welcome!

Obesity is recognized as a slur by fat communities because it's a stigmatizing term that medicalizes fat bodies, typically in the absence of disease. Aside from the word literally translating to "having eaten oneself fat" in latin, obesity (as a medical diagnosis) straight up doesn't actually exist. The only measure that we have to diagnose people with obesity is the BMI, which has been widely proven to be an ineffective measure of health.

The BMI was created in the 1800s by a statistician named Adolphe Quetelet, who did NOT sudy medicine, to gather statistics of the average height and weight of ONLY white, european, upper-middle class men to assist the government in allocating resources. It was never intended as a measure of individual body fat, build, or health. 

Quetelet is also credited with founding the field of anthropometry, including the racist pseudoscience of phrenology. Quetelet’s l’homme moyen would be used as a measurement of fitness to parent, and as a scientific justification for eugenics.

Studies have observed that about 30% of so-called "normal weight" people are "unhealthy" whereas about 50% of so-called "overweight" people are “healthy”. Thus, using the BMI as an indicator of health results in the misclassification of some 75 million people in the United States alone. "Healthy" lifestyle habits are associated with a significant decrease in mortality regardless of baseline body mass index.  

While epidemiologists use BMI to calculate national "obesity" rates, the distinctions can be arbitrary. In 1998, the National Institutes of Health lowered the overweight threshold from 27.8 to 25—branding roughly 29 million Americans as "overweight" overnight—to match international guidelines. Articles about the "obesity epidemic" often use this pseudo-statistic to create a false fear mongering rate at which the United States is becoming fatter. Critics have also noted that those guidelines were drafted in part by the International Obesity Task Force, whose two principal funders were companies making weight loss drugs. Interesting!!!

So... how can you diagnose a person with a disease (and sell them medications) solely based upon an outdated measure that was never meant to indicate health in the first place? Especially when "obesity” has no proven causative role in the onset of any chronic condition?

There is a reason as to why fatness was declared a disease by the NIH in 1998, and some of it had to do with acknowledging fatness as something that is NOT just about a lack of willpower - but that's a very complicated post for another time. You can learn more about it in the two part series of Maintenance Phase titled The Body Mass Index and The Obesity Epidemic.

Aside from being overtly incorrect as a medical tool, the BMI is used to deny certain medical treatments and gender-affirming care, as well insurance coverage. Employers still often offer bonuses to workers who lower their BMI. Although science recognizes the BMI as deeply flawed, it's going to be tough to get rid of. It has been a long standing and effective tool for the oppression of fat people and the profit of the weight loss industry.

More sources and extra reading material:

How the Use of BMI Fetishizes White Embodiment and Racializes Fat Phobia by Sabrina Strings

The Bizarre and Racist History of the BMI by Aubrey Gordon

The Racist and Problematic History of the Body Mass Index by Adele Jackson-Gibson

What's Wrong With The War on Obesity? by Lily O'Hara, et al.

Fearing The Black Body: The Racial Origins of Fat Phobia by Sabrina Strings

[rahulsinha]

MG Cooling Solutions offers the Best IoT-based HVAC Automation, ensuring energy efficiency, remote monitoring, and seamless climate control. With smart sensors and AI-driven optimization, their solutions enhance comfort, reduce costs, and improve sustainability. Upgrade to intelligent HVAC systems with MG Cooling Solutions for superior performance and hassle-free automation.

[ipso-faculty]

One of the things that drives me up the wall about the idea that we should judge a person's gender by how they look is... not everybody has the ability to achieve the kind of look that reflects their gender.

Like, mascs with CAIS can't really take testosterone to look more masc. A lot of intersex variations really hamstring traditional methods of gender transition.

Long covid has been really hard on me in so many ways. One of them is taking away so much ability to play with my gender expression. Presenting androgynously is actually a lot of work! Even as an intersex person with mixed sex characteristics! It requires so much careful work to have that exact balance of gender signals because people in our society are just *so* conditioned to round people to the nearest apparent binary gender. 🙃

I grew my hair out because I don't have the energy to get regular hair cuts. (Short hair requires. so. much. maintenance. omg.) I struggle to breathe and have pericarditis, so a binder just seems like a real bad idea.

I've felt like my gender sodality is intergender for a long time now (even before I had that language to actually articulate it). I'm starting to feel more and more like I'm also fatiguegender because of how much long covid has limited my expression.

The gender dysphoria I've been getting from being so trapped in the feminine box has made me aware in new ways that I am not really a woman. I didn't used to think of myself as somebody who had a lot of dysphoria and now it's a regular problem in my life 😭

Not assuming people's genders based on their appearance is a form of access. It enables people whose genders don't match their appearance to access spaces and conversations that would otherwise inaccessible due to dysphoria. It gives people energy to do things other than either try to correct misgenderings or suffer through it.

[ontonix]

Onboard, Real-time Anomaly Detection via 4-th Generation AI

Modern products such as automobiles, aircraft, ships, military equipment, etc., function thanks to a multitude of software, hardware, and sensors/actuators. The amount of data they produce is massive. Their key characteristic is their immense complexity. Because of technology advances this complexity increases and is becoming a threat of its own. This is because high complexity inevitably…