These standout case studies show how manufacturers have reduced downtime, cut costs, and improved reliability using ...

Less instrumentation. More insight. Physics-informed virtual sensors are shifting condition monitoring from isolated pilots ...

Discover how predictive maintenance from Comet extends rail component life, reduces downtime, and lowers lifecycle costs ...

In the April “Focus on O&M,” we began a series of articles on predictive maintenance (PdM), also known as condition-based maintenance. In that article we introduce PdM as a process where maintenance ...

Has predictive maintenance technology finally arrived in trucking? That seems to be the case, if the Technology & Maintenance Council Annual Meeting in February was any indication. Many of the ...

Fine tuning IIoT predictive maintenance models According to Wael Elrifai, senior director of sales engineering and data science at Hitachi Vantara – the company’s IoT arm – one of the complexities of ...

Members pictured from left to right. The concept of predictive maintenance is familiar to anyone who has owned a car—you regularly have the vehicle inspected, change fluids, replace tires, change ...

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 ...

Time and again, malfunctions in devices inside a building like HVAC, elevator, refrigeration, and other building systems can lead to severe operational disruption, resulting in increasing maintenance ...

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 ...