Failure detection in production has historically relied on a combination of human inspection, statistical controls, and traditional sensors. However, the increasing complexity of processes, the pressure to reduce scrap, and the need for real-time traceability have highlighted clear limits in these approaches. In this context, a frequently asked question on the shop floor is: How
Currently, downtime remains one of the most persistent challenges for manufacturers. Although the industry has made notable advances in improving productivity and efficiency, machine and production line stoppages continue to have a significant impact on profitability. Fortunately, technology continues to evolve to offer increasingly innovative solutions that reduce this lost time, ensuring that factories operate
