Amazon Lookout for Equipment will no longer be available to new customers effective October 17, 2024. If you would like to use the service, please sign up prior to October 17. For capabilities similar to Lookout for Equipment, please read this blog.
Amazon Lookout for Equipment
Avoid unplanned downtime by automatically detecting abnormal equipment behavior
Use data from existing sensors to create machine learning (ML) models specific to your equipment.
Respond with speed and precision with automatic equipment monitoring that pinpoints anomalous sensors.
Accelerate issue resolution with immediate notifications and automatic actions when anomalies are detected.
Improve model performance and accuracy of alerts by incorporating anomaly trends and feedback.
How it works
Amazon Lookout for Equipment is an ML industrial equipment monitoring service that detects abnormal equipment behavior so you can act and avoid unplanned downtime.
Use cases
Detect generator shutdowns
Accurately monitor sensor data on flow rates, temperature, pressure, and oxygen levels and get alerts to avoid untimely shutdowns.
Identify abnormal machine behavior
Analyze historical maintenance and sensor data about RPMs, flow rates, temperature, pressure, and vibration to learn trends.
Improve alert accuracy over time
Enhance model performance and alert accuracy by incorporating human feedback on anomalies and learning predicted operational usage trends.