Explained: How An ML Model From AWS Detects Abnormal Machine Behaviour

Every machine is subject to wear and tear and can lead to a loss of efficiency if left unattended. The health of equipment is key to driving operational efficiencies at shop floors. To that end, Amazon Web Services (AWS) recently announced the general availability of Lookout for Equipment. The new service is equipped with machine learning models from AWS. Amazon Lookout for Equipment empowers industrial customers to leverage machine learning to optimise their equipment sensors to carry out large-scale predictive maintenance. 

Customers can use the service to precisely identify equipment anomalies, diagnose problems quickly, minimise false warnings, and prevent costly downtime by taking action before system failure. Read More

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