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 ...

Data from PdM programs across mining and aggregates facilities reveals a clear pattern. The following five fault types are ...

Petasense today announced that it has entered into a strategic go-to-market partnership with OSIsoft LLC, the company behind the popular PI System and a leader in operational intelligence, to help ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Cory Benfield discusses the evolution of ...

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 ...

Definition of Predictive Maintenance: Predictive maintenance (PDM) compares the trend of measured physical parameters against known engineering limits for the purpose of detecting, analyzing, and ...

Historically, maintenance strategies for critical systems relied heavily on fixed schedules, known as preventive maintenance. And while this is useful, it follows an arbitrary timetable that either ...

Maybe you don’t think much about it when a machine is new. But over time, a machining center is going to require more than routine maintenance. Sooner or later mechanical components are going to wear, ...

An Etxe-Tar high-speed horizontal machining center. As a manufacturing executive, plant floor manager or operations engineer, your first thought when hearing the word system-on-chip (SoC) is to think ...