Mitsubishi Electric’s New Technology Clarifies AI Control Rationale
Mitsubishi Electric Corporation and RIKEN have developed a groundbreaking AI technology aimed at clarifying the rationale behind AI-based control systems. This advancement allows for more confident deployment of AI in infrastructure and various equipment. The technology will be included in Mitsubishi Electric's Maisart® lineup, enhancing control precision by utilizing simulations to predict environmental changes without extensive sensor usage. This innovation seeks to eliminate the 'black box' nature of AI, improving operational transparency and decision-making for managers.
- Development of AI technology that clarifies control rationale will enhance deployment in infrastructure and equipment.
- The technology allows for accurate predictions of environmental changes, which can improve operational efficiency.
- Inclusion of this technology in the Maisart® lineup can enhance Mitsubishi Electric's product offerings.
- None.
Eliminates AI black boxes and realizes more understandable AI
Features of Development
1) Step-by-step use of new AI realizes explicit control rationale
- By estimating the characteristics of the equipment’s operating environment, the new AI quickly identifies and quantifies physical parameters using simulation rather than taking measurements with numerous sensors. Past working data can be used to learn equipment sensor values and physical quantities in order to predict future changes in the operating environment.
- Using predicted values and specified parameters, the simulation accurately predicts changes in the operating environment and then creates an optimal control plan in the scheduler.
- By visualizing predicted values, work environment changes and a control plan, the new AI clarifies the control rationale to eliminate black boxes. By increasing the confidence level for equipment control and operational confirmation, the new AI technology will to enable AI-equipped infrastructure, air-conditioning equipment, etc., to be used confidently and allow managers to clarify the basis of their AI control, such as when responding to complaints.
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