Discover the Technis & Siemens Vectron Maintenance Partnership, a collaborative effort enhancing railway maintenance efficiency and reliability.

Solar farms once ran on a routine. Panels produced power, technicians checked equipment on a schedule, and faults often surfaced only after output had already dropped. That method now looks wasteful.

The Sachsenmilch Leppersdorf dairy, near Dresden in Germany, installed Siemens’ Senseye Predictive Maintenance solution to reduce downtime by predicting failures before they happen (Image: Siemens) ...

Plant Services case studies consistently rank among our most-read content because they show how maintenance and reliability strategies perform under real operating conditions. This Top Five list draws ...

Shell Information Technology International B.V. is extending its collaboration with C3 AI under a new multi-year agreement covering Shell’s global operations. Under the new agreement, Shell will ...

Predictive maintenance reduces airline costs and delays, improving aircraft availability and operational efficiency. Digital twins provide a virtual view of aircraft health, enabling remote monitoring ...

The dominant failure mode of industrial predictive maintenance is not model inaccuracy. It is a broken handoff between detection and response. This paper describes an integration architecture that ...

Knight-Swift Transportation has rapidly adopted AI across fleet and maintenance operations, using predictive tools to prevent up to 15 tows a month and streamline breakdown response and driver ...

Equipment malfunctions are costly and disruptive. When equipment goes down and work stops, the hourly cost to a business ranges from $36,000 in fast-moving consumer goods to $2.3 million in the ...

TensorFlow implementation of GSX (Gumbel-Sigmoid eXplanator) for instance-wise feature selection and explainable fault prediction from IoT vibration time series (IEEE Access 2022). End-to-End ...

Blake Moret, CEO, Rockwell Automation, opened the 2025 Automation Fair by stressing that manufacturers are using automation to move toward autonomy, machine learning and AI strategies. In essence, ...

This is read by an automated voice. Please report any issues or inconsistencies here. Snakes as pets tend to attract a certain kind of owner. Maybe it’s the quiet. Maybe it’s the fact that they don’t ...