Machines break down, often at the least convenient time. But today's forward-looking leaders, helped by torrents of data from IoT, are using predictive maintenance to get ahead of equipment breakdowns ...

Predictive maintenance provides operators with a reliable estimate of when maintenance will be needed on an industrial asset. The 5 steps of predictive maintenance start with data acquisition. Then, ...

Artificial intelligence (AI) and machine learning (ML) are hot topics across manufacturing, but real-world adoption of ...

Modern manufacturing facilities depend on complex machinery, automated production lines, and interconnected systems to maintain productivity and meet growing customer demands. However, unexpected ...

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 ...

Predictive maintenance, or PdM, is a rising star for process plants. It’s a new approach to maintenance planning that uses industrial Internet of Things (IIoT), big data, and machine learning to track ...

When it comes to big data and Internet of Things (IoT) initiatives most companies are still in the design or early adoption phases which make it hard to get a solid return on investment (ROI) figures.

Predictive maintenance is preferred over preventive maintenance for critical assets, but the correct application of advanced analytics is required to realize full value. Power plants of all types have ...

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 ...

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 ...

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

Predictive modeling helps companies optimize their internal operations, improve customer satisfaction, manage budgets, identify new markets and anticipate the impact of external events, among other ...