“Many industrial and manufacturing companies have heavily invested in physical sensors and other technology with the aim of improving the maintenance of their equipment. For example, if Lookout for Equipment spotted an problem on a pump with 50 sensors, the service could show which five sensors indicate an issue on a specific motor and relate that issue to the motor power current and temperature. Lookout for Equipment will then use the model to analyze incoming sensor data and identify early warning signs of machine failure or malfunction.įor each alert, Lookout for Equipment will specify which sensors are indicating an issue and measure the magnitude of its impact on the detected event. The service will automatically sift through the data, look for patterns, and build a model that’s tailored to the customer’s operating environment. To get started, companies upload their sensor data - like pressure, flow rate, RPMs, temperature, and power - to Amazon Simple Storage Service (S3) and provide the relevant S3 bucket location to Lookout for Equipment. With Lookout for Equipment, industrial customers can build a predictive maintenance solution for a single facility or multiple facilities.
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