In AIoT-based systems, sensors continuously collect high-frequency data such as vibration, temperature, pressure, and electrical signals. These data streams are processed by machine learning and deep ...

The MarketWatch News Department was not involved in the creation of this content. ANN ARBOR, Mich., Dec. 19, 2025 (GLOBE NEWSWIRE) -- The National Center for Manufacturing Sciences (NCMS) announces ...

It was Kenneth Calhoun who first educated me on the powerful potential predictive maintenance could have for fleet maintenance operations and vehicle uptime. This was a decade ago. Calhoun and I sat ...

Predictive maintenance is emerging as a necessity for aerospace and defense (A&D) systems. By leveraging advanced analytics to monitor equipment health and anticipate failures, operators can ...

The automotive industry continues to be a hotbed of innovation, with activity driven by the need to reduce maintenance cost and improve customer experience and safety, and growing importance of ...

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The modern built environment relies heavily on vertical transportation systems, which have become indispensable to the functionality and livability of today's cities. From sleek skyscrapers that ...

Interested in maximizing productivity? Look no further than predictive maintenance. Predictive maintenance applies failure prediction techniques to detect equipment issues that could cause unscheduled ...

Featuring a configurable user interface and ready-to-deploy IIoT smart devices for asset health monitoring, the system is designed to curb unplanned downtime and provide a swift return on investment.

An UH-60 Black Hawk helicopter flies during the demonstrations of the capabilities of the multinational battle group at Novo Selo military ground on April 21, 2022 in Novo Selo, Bulgaria. (Photo by ...