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iTWire - Amazon Lookout for Equipment simplifies ML for predictive maintenance


iTWire
Friday, 09 April 2021 15:19
Amazon Lookout for Equipment simplifies ML for predictive maintenance
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Amazon Lookout for Equipment, a cloud service that uses AWS-developed machine learning models to help perform predictive maintenance on equipment, is now generally available.
Many industrial companies have installed physical sensors on equipment with the aim of avoiding unplanned downtime due to equipment failure. Generally speaking, the data from these sensors is underutilised, as it is processed using simple rules or models. The result can be false alarms, or warnings that cannot be actioned before failure occurs.
Amazon Lookout for Equipment makes it easy to apply machine learning models for preventative maintenance. ....

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AWS Announces General Availability of Amazon Lookout for Equipment – Consumer Electronics Net


2 days ago
Amazon Lookout for Equipment enables industrial customers to use machine learning to fully leverage their investment in equipment sensors to perform large-scale predictive maintenance across all of their industrial sites
Siemens Energy, Cepsa, Embassy of Things, RoviSys, Seeq, and TensorIoT among customers and partners using Lookout for Equipment
SEATTLE–(BUSINESS WIRE)–Today, Amazon Web Services, Inc. (AWS), an Amazon.com, Inc. company (NASDAQ: AMZN), announced the general availability of Amazon Lookout for Equipment, a new service that uses AWS-developed machine learning models to help customers perform predictive maintenance on the equipment in their facilities. Amazon Lookout for Equipment ingests sensor data from a customer’s industrial equipment (e.g. pressure, flow rate, RPMs, temperature, and power), and then it trains a unique machine learning model to accurately predict early warning signs of machine failure or ....

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