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, ...

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 ...

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 ...

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 ...

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.

In the next five years, the level of enterprise digitalization is expected to double, with predictive maintenance leading the investments race. Inspired by the improvements arising from applying ...

The IIoT is disrupting established maintenance practices with new capabilities. For today’s industrial machine builders and automation vendors, connectivity is no longer optional. Whether you purchase ...

A new year and decade provide an occasion for predictions regarding the state of analytics in the process industries. After three decades of data generated by digitizing control systems, stored in ...

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 ...

As the aviation industry builds momentum toward a full recovery, one of the key bottlenecks is finding replacements for workers lost to downsizing during the pandemic. Skilled engineering personnel ...