Fraunhofers new Edge AI solutions for intelligent sensors
Summary
The demonstrator uses advanced sensor technology combined with artificial intelligence (AI)-based data processing to detect potential machine damage at an early stage and avoid costly downtime. Dr. Marcel Jongmanns, project leader at Fraunhofer IPMS, explains: "Our solution enables precise condition monitoring of machines through the use of sensors and intelligent data analysis. By integrating AI into the sensors, we can detect damage before it occurs, optimise maintenance intervals and minimise downtime. The Fraunhofer IPMS system solution aims to combine the in-house sensors with its own edge computing unit based on RISCV architecture for efficient data processing directly at the point of use. This enables the integration of a large number of sensors and significantly increases the accuracy of predictions about the condition of the industrial equipment.