Amazon Monitron is an end-to-end system that uses machine learning to detect abnormal conditions in industrial equipment to enable predictive maintenance. Amazon Monitron includes wireless sensors to capture vibration and temperature data; gateways to automatically transfer data to the AWS Cloud; the Amazon Monitron service that analyzes the data for abnormal machine patterns using ML, and a companion mobile app to set up the devices and receive reports on operating behavior and alerts to potential failures in machinery.
Source:: Amazon AWS