#Machine Learning in Construction

[nnctales]

Can I use ChatGPT as a Project Estimator?

In an industry like construction where every single decision can have a major impact on the end result, project estimation becomes a significant process. With the rise of artificial intelligence (AI) and machine learning (ML), innovative solutions have been introduced to aid this process. Among these is ChatGPT, a large language model developed by OpenAI, which has raised an intriguing question:…

[tj-crochets]

Hey y'all! Do you have any recommendations for other plushie makers or designers with shops where I can buy their plushies?

[amethystsoda]

Going even further back for this set… 90’s games

[dullahandyke]

Who is Bláthnaid youve been Bláthnaid posting recently who is she?

Girl (gender-neutral) in my noggin <3

[hymns-across-the-stars]

Gendering war machines was not really something most human developers ever cared about. Machines would typically be referred to as an it (something the terminals do in Ultrakill) or maybe a they.

But, given that the vast majority of machines have the capacity for higher thought, most of them could also have feelings about their gender. It's reasonably likely many of them were fine with it/its or they/them or a mix of the two, but some veered toward more "traditionally" gendered pronouns.

Mirage (as far as her main verse goes) is among that number. She didn't particularly explore it until after she had more-or-less been allowed into society, but she already had very strong feelings about wanting to be seen as a person and thus did not want to be referred to as an it. They/them was fine, but... she wasn't especially attached.

She tried out a few different options before eventually settling with she/her. Mirage was already finding herself drawn to wearing skirts, dresses, and ribbons; she wanted to be seen as pretty. And while prettiness and general femininity didn't demand the usage of the pronouns, of course, it just all seemed to work together well.

Prettiest girl in town has a nice ring to it, anyway.

[economicsresearch]

page 562 - ugh, efficiency.

[corvidcrafts273]

lmao

'People are panicking about AI tools the same way they did when the calculator was invented, stop worrying' cannot stress enough the calculator did not forcibly pervade every aspect of our lives, has such a low error rate it's a statistical anomaly when it does happen, isn't built on mass plagiarism, and does not obliterate the fucking environment when you use it. Be so fucking serious right now

[netra-n8tra]

openBIM® by Sonetra KETH

openBIM® is a collaborative approach and an ecosystem of open standards, protocols, and workflows that enable interoperability across different BIM software platforms, stakeholders, and disciplines in the Architecture, Engineering, and Construction (AEC) industry.

openBIM® represents an industry-wide movement towards interoperability and open standards that facilitate collaborative, data-rich BIM workflows across diverse software platforms and stakeholders, ultimately fostering a more integrated, flexible, and sustainable built environment ecosystem.

Core Principles of openBIM®

Interoperability: Seamless exchange of BIM data without proprietary restrictions.

Open Standards: Relying on internationally recognized, non-proprietary standards to facilitate data consistency and collaboration.

Open Data Exchange: Promoting a data-centric approach where model information can be shared, interpreted, and used across various tools.

Collaborative Ecosystem: Enabling multiple stakeholders using different applications to work collectively on a project.

Key Components of openBIM®

Standards and Protocols

Industry Foundation Classes (IFC): The core openBIM schema developed by buildingSMART® for rich, schema-based exchange of geometric and semantic data.

bSDD (buildingSMART Data Dictionary): A comprehensive repository of standardized data definitions to ensure semantic consistency.

CityGML, IFC-SPF: Additional standards for GIS, infrastructure, and other data formats.

IFC, BCF (BIM Collaboration Format): For model data exchange and issue tracking.

Tools and Software

Various BIM applications supporting openBIM standards, enabling import/export, viewing, validation, and collaboration while maintaining data integrity.

The interoperability is made possible through software certifications and compatibility testing, often coordinated by buildingSMART®.

Workflow & Data Management

Emphasizes a model-centric approach, where the central repository is an IFC model that can be accessed, modified, and referenced by multiple applications.

Promotes open data exchange rather than proprietary formats, reducing vendor lock-in and fostering innovation.

Advantages of openBIM®

Vendor Neutrality: No single vendor controls the data exchange standards.

Flexibility & Compatibility: Enables collaboration across various platforms (Revit, ArchiCAD, Vectorworks, Tekla, etc.).

Long-term Data Sustainability: Ensures that project data remains usable and understandable over time.

Enhanced Collaboration: Stakeholders can work concurrently, review, issue comments, and coordinate effectively.

RMIT University Vietnam (2015)

buildingSMART International Technical Director Léon van Berlo who discusses the openBIM workflow

Sonetra KETH (កេត សុនេត្រា) •Architectural Manager, Project Manager, BIM Director •建築師經理, 專案經理, BIM總監 •Giám đốc kiến ​​trúc, Giám đốc dựán, Giám đốc BIM •RMIT University Vietnam + Institute of Technology of Cambodia

[sonetra-keth]

Typical Detail: RC Slab Drop Panel 典型细节: 钢筋混凝土板 Drop Panel by Sonetra KETH

Drop panels are reinforced concrete extensions around the top of shear walls, columns, or heavily loaded areas. They are critical elements in seismic and load-resistant structural design. Slab drop panels are thickened areas around columns in flat slab construction, increasing shear strength and enabling the slab to support greater loads. This feature is typical of flat slab systems, which are two-way reinforced structures.

Drop Panels are needed because:

Shear and Moment Resistance: They enhance the capacity of vertical structural elements (shear walls or columns) to resist bending moments and shear forces, especially at the critical junctions (e.g., wall-column interfaces).

Reduce Stress Concentrations: Drop panels distribute concentrated shear and axial loads more evenly into the foundation or diaphragm, preventing stress concentrations and potential structural failure.

Increase Structural Rigidity and Stability: They improve the overall stiffness and robustness where high load or seismic forces are expected, especially in high-rise or seismic zones.

Typical Detail: Column-Slab Section Views

典型细节: 钢筋混凝土柱和板 剖面图 by Sonetra KETH

Much engineering judgment is required to reach a sound conclusion on the allowable movements that can be safely tolerated in a tall building. Several factors need to be taken into account. These are:

Type of framing employed for the building

Magnitude of total as well as differential movement

The rate at which the predicted movement takes place

Type of movement, whether the deformation of the soil causes tilting or vertical displacement of the building

Every city has its own particular characteristics regarding the design and construction of foundations for tall buildings, which are characterized by the local geology and groundwater conditions. Their choice for a particular project is primarily influenced by economic and soil conditions, and even under identical conditions, it can vary in different geographical locations. In this section, a brief description of two types, namely, the pile and mat foundations, is given, highlighting their practical aspects.

Sonetra KETH (កេត សុនេត្រា) Architectural Manager/Project Manager/BIM Director RMIT University Vietnam + Institute of Technology of Cambodia

[nnctales]

Will AI and Machine Learning Take Over Civil Engineering Degree?

If you’ve been following the latest trends in civil engineering degree, you might have noticed that Artificial Intelligence (AI) and Machine Learning (ML) are making quite a splash. But what does this mean for traditional civil engineering degrees? Will AI and ML render these programs obsolete, or will they enhance the educational landscape? The Changing Face of Civil Engineering Degree Civil…

[visionifyy]

Harnessing the Power of Artificial Intelligence for Workplace Safety

🚀 Ready to see how Artificial Intelligence is transforming workplaces? Visionify is at the forefront of innovation with solutions that leverage AI to enhance safety, productivity, and compliance. Our new blog, “AI for Workplace Safety: The Economic Impact,” dives into the role of AI in creating safer industrial environments.

With Camera AI Technology, companies gain real-time monitoring for Workplace Safety, enabling proactive hazard detection and PPE Compliance assessment. These AI for Workplace Safety solutions make managing risks easier and create safer environments for everyone.

See how PPE Detection and other tools from Visionify are supporting compliance while minimizing incidents. Dive into the future of workplace safety with AI-powered tools designed to make workplaces smarter, safer, and more productive!

Know more.: Vision AI, Workplace Compliance Monitoring, safety tips, PPE Compliance, Easy to use EHs software, Workplace Safety AI solution, Machine Learning for Manufacturing, what is compliance in the workplace, Computer Vision Workplace Safety, Workplace safety Software, AI employee monitoring, safety KPI’s, industrial safety, Industrial safety companies, smoke and fire detector, construction monitoring, hazard analysis, accident prevention, health and safety app, Workplace Safety

[danieldavidreitberg]

Amazing Architecture: Generative AI Creates Eco-Friendly Buildings By Daniel Reitberg

A powerful new tool called generative AI is making the future of building look greener. By looking at things like how much energy a building uses and what resources it uses, these AI models are changing the way sustainable buildings are designed. In this way, they can not only make buildings that are good for the environment, but also ones that are new and look good.

Imagine a building that gets all of its light from the sun during the day, so it doesn't need any extra lighting. Generative AI can make buildings that get the most sunlight, which means they use less power. These models can also look at wind patterns to help make natural air systems that are even better for the environment.

The cool thing about generative AI is that it can look into a huge design space. Traditional methods may limit the choices that can be made, but AI can create a huge number of options, some of which may be breakthroughs that were not expected. This makes long-term answers possible that may not have been thought of before.

Remember that generative AI isn't here to take the place of builders. Instead, it gives them the freedom to explore new design ideas and make buildings that are useful and good for the environment. AI can give architects more choices, and they can then use their knowledge to narrow down the choices and pick the most environmentally friendly and physically pleasing design for a given project. Generate AI is a strong tool that could change how we plan and construct a more environmentally friendly future.

[z2z-gaming-and-random-art-ai]

Back Cover to AI Art S2E32 - Wargame Construction Set

Older video games were notorious for back cover descriptions that have nothing to do with the game so lets see what a text to image generator makes of these descriptions. Season 2 sees an increase in art creations for each game up from 1 in the first season to 6 for the second season 

1. Intro - 00:00 

2. Back Cover and Text Description - 00:10 

3. Creation 1 - 00:30 

4. Creation 2 - 00:50 

5. Creation 3 - 01:10 

6. Creation 4 - 01:30 

7. Creation 5 - 01:50 

8. Creation 6 - 02:10 

9. Outro – 02:30 

Wargame Construction Set is the first entry in the Wargame Construction Set series of turn based strategy simulation games developed by Strategic Simulations. Later entries in the series were DOS exclusive, this first entry however was released on Atari 8-bit, Commodore 64, Atari ST, DOS and Amiga from 1986 to 1990. 

For more Back Cover to AI Art videos check out these playlists 

Season 1 of Back Cover to AI Art 

https://www.youtube.com/playlist?list=PLFJOZYl1h1CGhd82prEQGWAVxY3wuQlx3 

Season 2 of Back Cover to AI Art

https://www.youtube.com/playlist?list=PLFJOZYl1h1CEdLNgql_n-7b20wZwo_yAD

[eibaqin]

umumnya fastener dapat diklasifikasikan menjadi dua tipe yang berdasarkan pada cara pengencangan dan bentuk kepalanya yaitu baut ( bolt ) dan sekrup ( screw ).

Di era ini kebutuhan konsumen akan banyaknya produktivitas fastener semakin melonjak, bahkan hampir seluruh bidang industri manufaktur,

[prototechsolutionsblog]

Revolutionizing Construction: The Game-Changing Impact of AI and Machine Learning by 2024

Have you heard about the exciting changes coming to the construction industry? The latest buzz is all about AI and how it's set to revolutionize the way construction projects are planned and executed. With AI, we can expect improved project planning, enhanced safety, increased efficiency, better quality control, predictive maintenance, and remote monitoring. And that's just the beginning! As the technology evolves, we'll see even more innovative uses of AI in the construction industry. 

The construction industry is undergoing a significant transformation, thanks to the adoption of advanced technologies such as AI and machine learning. These technologies have the potential to revolutionize the industry, creating safer, more efficient, and more sustainable construction processes. In this blog post, we will explore how AI and machine learning are set to transform the construction industry by 2024. Here are some key points to consider:

1. Improved Safety 

The construction industry is one of the most dangerous industries in the world, with many accidents and injuries occurring on construction sites every year. However, AI and machine learning can help to improve safety on construction sites by analyzing data from sensors and other sources to identify potential safety hazards. By detecting potential problems early on, workers can be alerted in real-time, minimizing the risk of accidents and injuries

2. Increased Efficiency 

AI and machine learning can also help to increase efficiency on construction sites. By analyzing data from sensors and other sources, construction companies can identify potential bottlenecks and other issues that may impact project timelines. This can help to develop more accurate project schedules, reducing delays and increasing efficiency. 

3. Cost Reduction 

AI and machine learning can help to reduce costs on construction projects in several ways. For example, machine learning algorithms can be used to predict when equipment is likely to fail, allowing companies to schedule maintenance and repairs in advance, reducing downtime, and minimizing the risk of accidents. AI and machine learning can also be used to optimize construction processes, reducing waste and improving overall efficiency. 

4. Improved Quality

 AI and machine learning can help to improve the quality of construction projects by analyzing data from sensors and other sources to detect defects and other quality issues early on. By addressing these issues before they become more significant problems, construction companies can ensure that projects are completed to a high standard, reducing the risk of costly rework and delays.

 5. Skilled Workers 

One of the biggest challenges of adopting AI and machine learning in the construction industry is the need for skilled workers who can work with these technologies. As AI and machine learning become more prevalent in the industry, there will be a growing demand for workers who are skilled in these areas. 

6. Data Privacy and Security 

Another challenge of adopting AI and machine learning in the construction industry is the need for data privacy and security. With the amount of data that is generated in construction projects, there is a risk that sensitive information could be compromised. Construction companies will need to develop robust data privacy and security policies to ensure that confidential information is protected. 

7. Sustainability 

AI and machine learning can also help to create a more sustainable construction industry by optimizing construction processes and reducing waste. By reducing the amount of waste generated on construction sites, companies can reduce their environmental impact and create a more sustainable industry for the future.

 In conclusion

AI and machine learning are set to transform the construction industry by 2024, creating a safer, more efficient, and more sustainable industry for the future. While there are challenges that must be addressed, such as the need for skilled workers and data privacy and security, the potential benefits of these technologies are significant. By adopting AI and machine learning, construction companies can improve safety, increase efficiency, reduce costs, improve quality, and create a more sustainable industry for the future.

[sonaconstruction]

Best GWH-32 Spiral Making Machine in India: Latest Price

Spiral Making Machines are not just tools; they are architects of the steel framework that supports our built environment. From crafting intricate spiral designs to ensuring the structural integrity of reinforced concrete, these machines play a pivotal role in the construction industry.