Duncan Bain explains why predictive maintenance remains central to the AI agenda for the manufacturing sector.

Automotive predictive maintenance, driven by AI, machine learning, and advanced sensors, is transforming vehicle care from reactive repairs to proactive prevention. Industry analyses project up to a ...

What is predictive maintenance (PdM)? It’s the application of instrumentation and intelligence to help determine the condition of equipment and whether maintenance should be performed to avoid ...

Less instrumentation. More insight. Physics-informed virtual sensors are shifting condition monitoring from isolated pilots to scalable, physics-based intelligence across assets. Here’s how SciML can ...

Automotive predictive maintenance is rapidly evolving as AI, IoT sensors, and connected vehicle platforms enable real-time diagnostics and proactive repairs. Industry research shows that machine ...

Traditional vibration analysis falls short for slow-speed machinery. Augury’s AI-powered platform uses high-frequency ultrasound to deliver real-time diagnostics and predictive insights for low-RPM ...