AWS Announces General Availability of Amazon Lookout for Equipment - Seite 2

With Amazon Lookout for Equipment, industrial and manufacturing customers can now quickly and easily build a predictive maintenance solution for an entire facility or across multiple locations. To get started, customers upload their sensor data (e.g. pressure, flow rate, RPMs, temperature, and power) to Amazon Simple Storage Service (S3) and provide the relevant S3 bucket location to Amazon Lookout for Equipment. The service will automatically analyze the data, assess normal or healthy patterns, and build a machine learning model that is tailored to the customer’s environment. Amazon Lookout for Equipment will then use the custom-built machine learning model to analyze incoming sensor data and identify early warning signs of machine failure or malfunction. For each alert, the service will specify which sensors are indicating an issue and measure the magnitude of its impact on the detected event. For example, if Amazon Lookout for Equipment detected an issue 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. This allows customers to identify the issue, diagnose the problem, prioritize needed actions, and perform precision maintenance before issues happen—saving them money and improving productivity by preventing down time. Amazon Lookout for Equipment allows customers to get more value from their existing sensors, and it helps them make timely decisions that can materially improve operational efficiency. Amazon Lookout for Equipment is available directly via the AWS console as well through supporting partners in the AWS Partner Network. The service is available today in US East (N. Virginia), EU (Ireland), and Asia Pacific (Seoul), with availability in additional regions in the coming months.

In addition to Amazon Lookout for Equipment, AWS offers industrial and manufacturing customers the broadest range of cloud-to-edge industrial machine learning services, including Amazon Monitron (for predictive maintenance using an end-to-end solution comprised of sensors, gateways, and a machine learning service), Amazon Lookout for Vision (for visual anomaly detection using computer vision models in the cloud), and AWS Panorama (for visual inspection using an Appliance and Software Development Kit that brings computer vision models to on-premises cameras).