Скачать или смотреть Anomaly detection with STM32MP15-based Industrial IoT Gateway and AWS Greengrass

Experts from DH electronics, Klika Tech, STMicroelectronics and AWS developed a solution that detects equipment-level anomalies by finding actionable insights in collected data. The solution is based on the AWS Greengras Qualified Industrial IoT Gateway by DH electronics which uses a STM32MP15-based System on Module to pre-process machine-level data at the edge. The IIoT Anomaly Development solution accelerator runs tinyML and Amazon SageMaker NEO at the edge to find abnormal behavior and ensure ongoing ML model optimization. These advanced technologies allow customers to eliminate system inefficiencies, increase asset uptime and utilization, and extend equipment lifecycles. The IIoT Gateway is designed for industrial environment: the robust housing can be mounted on a DIN rail, operating temperature is 0 to +50 °C, Dual Ethernet enables highest security, long-term availability of 10+ years is guaranteed and Software will be maintained.