Cobus Bernard, Sr Developer Advocate, AWS and Kartik Dalal, Sr Product Manager, Amazon Monitron discuss Amazon Monitron, a machine learning-based service that enables predictive maintenance by analyzing sensor signals from machines. With Amazon Monitron, customers can detect when machines are not operating normally and undertake proactive maintenance work to reduce lost productivity from unplanned machine downtime. Amazon Monitron offers an end-to-end system that includes sensors to capture vibration and temperature data, a hub to automatically transfer data to the AWS Cloud, and ML engine (Amazon Monitron Brain) to detect abnormal machine patterns. It also includes a mobile app that technicians can use to install the sensors, and track and resolve impending machine failures. With Amazon Monitron, reliability managers can start tracking machine health in a matter of a few hours, without any development work or specialized training. Customers that already have sensor data can directly upload their data to the Amazon Monitron brain and train it to detect abnormal machine behavior.
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