MaintainX reports a rise in predictive maintenance adoption and AI usage, though challenges like aging equipment and cost ...

As aging infrastructure and rising costs challenge traditional methods, IoT and smart technologies are paving the way for ...

In AIoT-based systems, sensors continuously collect high-frequency data such as vibration, temperature, pressure, and electrical signals. These data streams are processed by machine learning and deep ...

AI agents for predictive maintenance in energy infrastructure help cut downtime and boost efficiency. Discover how to design ...

Success in operational readiness is all about the data collection. When predictive maintenance systems are integrated with ...

Interested in maximizing productivity? Look no further than predictive maintenance. Predictive maintenance applies failure prediction techniques to detect equipment issues that could cause unscheduled ...

Google offers a framework for designing your own Industrial IoT predictive maintenance solution to accurately determine when to replace manufacturing equipment. Entropy sucks. But industrial ...

Predictive maintenance, based on more and better sensor data from semiconductor manufacturing equipment, can reduce downtime in the fab and ultimately cut costs compared with regularly scheduled ...

Predictive maintenance needs to be more than mere prediction to be effective—it needs to link to specific MRO actions. Credit: Lufthansa Technik Big data, the Internet of Things, digital twinning and ...

Toyota Motor Corp. is no different than any other company. Like the rest, the automaker wants maximum uptime at the least cost possible. But it differs from many manufacturers in that it has an ...

Burlington, Massachusetts / / December 6, 2025 / Alpha Software Deloitte has highlighted that poor maintenance strategies can reduce a plant’s productive capacity by 5-20%, with unplanned downtime ...

Despite all the talk about it, predictive maintenance is still making only slow and partial progress in airline shops. One reason is that some airline maintenance managers have yet to be convinced of ...