Скачать или смотреть How to Reduce Equipment Downtime with Multi-sensor Condition-based Monitoring​ | MSAI Full Webinar

Join industrial automation expert Marouane Lahmidi, founder of IndustrAI and former Amazon Predictive Maintenance lead, for a deep dive into multi-sensor condition-based monitoring (CBM), particularly with Material Handling Equipment (MHE). Learn how combining vibration analysis, thermal imaging, and acoustic sensing can detect failures earlier and more accurately than traditional single-sensor approaches. This webinar will cover practical implementation strategies, real-world ROI examples from MHE , and a roadmap for launching successful proof-of-concept projects. Discover how to leverage AI/ML for scalable monitoring while avoiding common pitfalls in CBM deployment.

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