In industrial environments, asset reliability is a decisive factor for productivity. Motors, pumps, and hybrid systems like pump-motor assemblies operate continuously and are subject to natural wear, as well as mechanical and electrical failures. When maintenance teams fail to detect these issues in time, they can lead to unplanned downtime, high corrective maintenance costs, and… Continue reading Predictive monitoring with AI anticipates critical failures in pump-motor assemblies