Validation Of Smart Sensors For AI-Based Condition Monitoring In Industry

Industrial sensors are now complex cyber-physical systems that must meet rigorous reliability, power, and communication requirements:
Industry has challenging requirements for the quality and reliability of the distributed smart sensors used in condition monitoring. As a result of digitalization and the increasing use of AI-based monitoring solutions, we can expect an increase in demand for systematic, efficient design and validation processes. In the future, a product’s journey from prototype to volume production must be accompanied by innovative test and validation strategies for qualifying each sensor system under conditions that are as close as possible to those of the future operating environment. The main goal here is to minimize both the need for future rework (which tends to be expensive), and the risk of failure.