In the world of industrial operations, the paradigm for asset management is undergoing a revolutionary change, moving away from reactive and scheduled repairs towards the proactive strategy of Predictive Maintenance (PdM). Unlike traditional methods, PdM uses data analysis tools and techniques to detect anomalies in operation and predict potential defects before they lead to failure....