Bench Talk

Sensors and Analytics in Industrial Automation

On November 25, 2024 in All, Automation, General, Industrial, Sensors by Hector Barresi

Sensors and analytics comprise critical Industry 5.0 technologies and serve as key enablers of industrial automation. Leveraging these technologies can turn data into actionable insights for safer, more efficient, and more sustainable operations on the factory floor.

Tagged With: industrial automation, analytics, industry 5.0, predictive maintenance, sensors

Using Technology for Resilience

On October 30, 2024 in All, General, Industrial, IoT, Sensors by Hector Barresi

Industry 5.0 technologies enable companies to integrate predictive maintenance, adaptive manufacturing, and digital twins, leading to improved resilience, better adaptability, increased efficiency, and enhanced productivity.

Tagged With: adaptive manufacturing, ai, artificial intelligence, digital twin, industry 5.0, internet of things, iot, predictive maintenance, resilience

Predictive Maintenance vs. Predictive Resolution

On August 5, 2024 in All, Computing, General, Industrial, Robotics, Sensors by Poornima Apte

Predictive maintenance prevents equipment failures using data-driven insights. The evolution to predictive resolution goes further by suggesting real-time fixes for inefficiencies across business operations, from supply chains to worker scheduling, ensuring smoother manufacturing processes.

Tagged With: ai in manufacturing, digital transformation, equipment health, iiot sensors, industry 4.0, machine learning, manufacturing efficiency, predictive analytics, predictive maintenance, predictive resolution, process improvement, real-time monitoring

New Tech Tuesdays: Evaluation Kits for Predictive Maintenance Strategies

On June 28, 2022 in All, Dev Tools, New Tech Tuesdays by Tommy Cummings

In this week's New Tech Tuesday, we'll look at evaluation kits from Analog Devices, STMicroelectronics, and Microchip Technology that help deploy PdM strategies.

Tagged With: analog devices, atsama5d27-wlsom1 evaluation kit, dm320117, eval-cn0540-ardz, iepe data acquisition board, microchip technology, pdm, predictive maintenance, smart sensor kit, steval-iod04kt1 industrial, stmicroelectronics

Managing Bias in AIoT Models

On August 6, 2020 in All, Automation, Industrial, IoT by Stephen Evanczuk

Using machine-learning methods, developers can build applications able to predict outcomes based on sensor data from devices in industrial, healthcare, and other arenas, but ensuring reliable results requires careful attention to data used to create those models.

Tagged With: aiot, artificial intelligence of things, bias, decision trees, internet of things, iot, neural networks, predictive maintenance

Digital Twinning and the Future of Transportation Safety

On April 24, 2018 in All, Computing, Industrial, IoT, Quality, Sensors by Mike Parks

The tragedy that befell Southwest Flight 1380 in April 2018 is thankfully a rare event in modern air travel. Digital twining is a promising new technological concept that could soon help the transportation industry hone safety measures.

Tagged With: AI, Digital twin, Harsh environment, Microfracture, Predictive maintenance, Real-time monitoring, Southwest Airlines flight 1380, Transportation safety, What-if analysis

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