What is fault prediction and anomaly detection using AI?
大塚商会 生産管理システム担当
In the manufacturing industry, stopping the production line is one of the troubles we want to avoid as much as possible. However, many may feel that it is difficult to prevent sudden equipment failures and abnormalities with traditional management methods that rely on human hands. Recently, methods for failure prediction and anomaly detection using AI have been established, and their implementation in the manufacturing industry is progressing. In fact, there are cases where utilizing AI has allowed for the identification of previously unknown failure trends and causes, thereby improving the operational efficiency of production lines. This article will introduce an overview of AI-based failure prediction and anomaly detection, methods of implementation, and case studies. If you are interested, please refer to the details in the "Related Links" section below.
