Mitsubishi Electric Develops AI-based Diagnostic Technology
Mitsubishi Electric Corporation (TOKYO: 6503) announced that it has developed what is believed to be the world’s first diagnostic technology based on the company’s proprietary Maisart®* artificial intelligence (AI) technology that uses machine learning to analyze sensor data and then generate a model of a production machine’s transition between various operational states, thereby enabling the technology to detect machine abnormalities rapidly and accurately for improved productivity in factories and plants.
* Mitsubishi Electric’s AI creates the State-of-the- ART in technologyKey Features
- Uses AI for accurate detection of machine abnormalities based on model of operational transitions
- Unlike conventional diagnostic technology, which uses the same conditions for abnormality detection regardless of a machine’s current operational state, the new AI technology analyzes sensor data to automatically generate a model of the machine’s transition between various operational states, and then uses the model to set optimal conditions for detecting abnormalities during each operation.
- Signs of machinery failure can be detected accurately prior to actual breakdowns, helping to reduce the labor associated with performing maintenance and dealing with downtime in factories and plants. - AI simplifies introduction of abnormality-detection systems
- The new AI technology eliminates complicated manual settings to simplify the introduction of abnormality-detection systems.
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