Real-time AI-on-the-edge Machine Condition Monitoring for Predictive Maintenance

The growing importance of predictive machine maintenance in manufacturing cannot be understated, with any unplanned machine downtime in a competitive manufacturing environment will cause production delays that lead to unhappy customers, possible attrition of those customers to a competitor and a direct hit to a company's bottom line. Real-time condition monitoring, by vibration, temperature or other methods, enables any performance deviations to be pick up at once for maintenance before the problem becomes serious, resulting in equipment failure. This course covers fundamental concepts of Neuromorphic AI-on-the-edge technology and how it is being deployed for real-life industrial applications. It would reinforce its usefulness in providing real-time prediction, using vibration as baseline performance data, to give participants a comprehensive insight into how best to adapt this methodology for their specific needs.

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