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This will enable engineering teams to find the right help topic and to generate a basic visualization and code faster for programmable logic controllers (PLC). This in turn reduces development times and boosts quality and productivity over the long term. These are all pretty cool.
Wednesday, April 30, 2025 Opening Keynote: Welcome to the Era of Physical Intelligence Speaker: Daniela Rus, Director, MIT CSAIL 9-9:45 AM Physical Intelligence is achieved when AIs power to understand text, images, signals, and other information is used to make physical machines such as robots intelligent.
It is deep in that multiple layers—from control of actuators through connectivity via gateways to big data and artificial intelligence (AI) to the business application—are needed. IIoT needs AI, digital twin, trustworthiness, machine learning (ML), connected supply chains and more. But the market has not grown as much as expected.
More manufacturers than ever are drawing upon AI in production and other areas of the manufacturing process, taking advantage of technology that is more accessible than ever while understanding the need to keep pace with competitors and innovators who are setting today’s bar with the adoption of AI tools.
Robotics investments will be a major topic at RoboBusiness , which is produced by The Robot Report and runs Oct. Applied Intuition, a provider of simulation and other software solutions for autonomous vehicles, and Skild AI , a developer of robotics foundation models, landed $300 million in July 2024 investment. Register now.
In a previous post, “ Bringing Generative AI to Life with NVIDIA Jetson ,” we demonstrated that you can run LLMs and VLMs on NVIDIA Jetson Orin devices, enabling a breadth of new capabilities like zero-shot object detection, video captioning, and text generation on edge devices.
The development, procurement and deployment of AI and its associated machine learning (ML) is happening at a scale and pace “we’ve not seen before, and it is only going to increase over the next few years.” When they do, he says such is the nature of AI, “they always happen at scale.”. We read it for you. Ethical Machines.
The author takes us through examples of how this broader framework would apply to the governance of technologies such as AI, ‘metaversal technologies’ (augmented, extended and virtual reality) and neurotechnologies. This is unsurprising when you fixate on data or information,” says Renieris.
ML and artificial intelligence (AI) make the process easier and the cloud makes it possible to store large amounts of data. The expanse of DX and IIoT topics can be overwhelming even to someone more experienced on the OT side. The term “edge” is misleading because it is at the center of so much. Courtesy: Yokogawa.
Moldmaking is crucial to Beaumont’s business as it enables it to mass produce plastic parts to ensure an optimized performance in terms of precision and efficiency. The company highlights its CAD-AI tool to transform CAD analysis for mold design. To accomplish this, Beaumont offers education and training.
Hot topics in Control Engineering, for November 2022, for stories posted in the last three months included PLC programming, System Integrator of the Year winners, sustainable 5G and more. How AI and machine learning can drive sustainable 5G. Links to each article below. PLC programming dos and don’ts to consider.
Steps to implement RAM in manufacturing When applied during equipment design, RAM can identify changes to improve reliability and maintainability. However, applying RAM maintenance can increase availability, reduce machine downtime and extend asset life. The process is: Assessment and planning: Select a target for the analysis.
Some answers on topics included artificial intelligence and machine learning (AI/ML), integration of new technologies and cybersecurity and more that were not answered during the live webcast. Question: What are in-use applications of deep learning/AI? Question: What types of applications are AI/ML most successful with?
An acoustic input system coupled with an AI trained to “listen” exceptionally carefully to sound information works so well in identifying tiny error modes that it will become an integrated tool in new machines to allow “acoustic troubleshooting” of the machine during its working life. So, why is everyone talking about AI on the shop floor?
Two essential elements of adaptive manufacturing are artificial intelligence (AI) and Industry 4.0 In parallel, AI in manufacturing makes sense of the volumes of data generated to identify and apply the changes in processing conditions needed. Adaptive thinking should also be applied to equipment maintenance, using Industry 4.0
This term was famously announced in 2011 at Hannover Fair as part of the German High-Tech Strategy, and since then it has taken hold across the world. By employing AI and machine learning algorithms, companies can automatically adjust control parameters and make real-time decisions to achieve optimal performance. Winter: Industry 4.0
AI for industrial robots promises to change that. Eliminating the need for large and expensive safety cells, which in term mandate complex systems for moving work in and out of the cell, is one of their biggest benefits. How AI-powered robots are improving manufacturing Manufacturing is undergoing a dramatic transformation.
Understand how Control Engineering hot topics for 2022 were selected. These automation and control topics help Control Engineering subscribers do their jobs better. VFDs from the inside out, February 1: Variable frequency drive (VFD) vocabulary words: These 50 terms can help properly apply VFDs. Learning Objectives.
The government has made progressively warmer noises about long-term education for the workforce. With recessions looming in the US and other countries as well as the UK, the short-term rhetoric could change sharply. Today’s idea of tomorrow’s engineer is one who is at home using AI to drive extensive simulations and digital twins.
Whereas a term like predictive maintenance refers to specific technology, hardware and methodology, precision maintenance takes a bigger-picture, strategic point of view. Industry best practices and standards are reliably applied and met. The Role of AI in Predictive Maintenance. The Role of AI in Predictive Maintenance.
That component of the manufacturing industry outlook is derived from several underlying — and in some cases, ongoing — industry and macroeconomic factors that may threaten sustained growth in the near term. The longer-term outlook, through the next 12 to 18 months, may present more difficulty.
You can develop strategic relationships with your key suppliers to negotiate more favorable discounts and arrange for better terms. Apply demand forecasting MRO inventory management relies on advanced demand forecasting techniques so you can better predict your fluctuating inventory needs.
The solution lies in understanding and applying the Maintenance Maturity Model. It might be satisfactory for some equipment, but applied to mission-critical items like compressors, motors and pumps, it could lead to extended, and costly, downtime. This blog explains what that is and how it helps. What is the maintenance maturity model?
They discussed topics related to talent acquisition in the automation industry. However, it would take a significant recession to swing the pendulum from a candidate-driven market to an employer-driven one in the near term. S – Security; Likelihood of long-term employment or physical safety. Learn more.
The term refers to the practice of bringing offshore production processes – those carried out in a country other than a manufacturer’s home country — back to domestic facilities. What is reshoring in manufacturing? You now have an understanding of the reshoring movement, why it is occurring and the benefits that it can provide.
Terms of the deal were not disclosed. Apply for the WIFI Ann Bisgyer Wolz Scholarship today! Optessa’s AI-driven optimization ushers in a new way for manufacturers to generate optimal plans and schedules in a fraction of the time. Here’s what’s happening in fastener industry news and events the week of June 12, 2023.
In this episode guest Kevin Godin, AFC Industries CEO explains how new tech tools like AI, are already in use within the fastener industry. Read more: Würth Additive Group CEO Joins 3D Printing in Auto Repair Task Force The Industrial Supply Association (ISA) is announced its newly appointed board of directors for the 2023-2024 term.
The whole topic of giga factory automation is naturally coming to us because our customers require that. You see a lot in the material handling, intelligent picking and AI-driven solutions which are still in the TRL level. With our automotive footprint, we are also naturally now embarking into the battery business for example.
Their system does this not by using any special sensors, but by taking the raw Wi-Fi signal data and applying some clever machine learning. He compares their data situation unfavourably to the likes of generative-AI sensations ChatGPT and Dall-E, which have been trained on millions of words and images gathered from across the internet.
Machine tools are increasingly integrated with robotics and AI-driven systems to enhance productivity, reduce errors, and enable continuous operation. MQL is a lubrication strategy used in machining and manufacturing processes where a small amount of high-quality lubricant is precisely applied to the cutting tool/workpiece interface.
In terms of 3D printing, we are in the process of acquiring a metal 3D printer to explore its potential applications and limitations. With the addition of AI to analyze data and identify trends, it will play a significant role in quality systems moving forward. This is a topic we extensively cover in our courses for students.
Generative AI art has exploded onto the scene over the past few months through advanced online platforms like DALL-E2, Midjourney and Stable Diffusion, which enable anyone with access to a smartphone or PC to create highly polished art by typing in simple text instructions.
” Instead, they are applying lessons learned from the past few years to evolve their operations to succeed in this “new normal.” Companies facing these changes need to consider carefully what their future looks like in the medium- to long-term horizon and develop a plan for how they will adapt. Legal Measures.
Can you share your company’s top MCMT (metal-cutting machine tools) offerings in terms of sales and demand? While the Die-Mould market is shrinking in terms of growth rate, it still continues to drive advanced manufacturing across our region. The use of AI will also help to program the machines will increase in real-time situations.
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