Mitsubishi Electric : New Technology Uses Model-based AI Learning to Control Equipment
February 13, 2018 at 11:06 pm EST
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Using model-based AI, the technology learns control rules automatically to reduce the cost and time of system development. A state space model of the particular system's dynamics is learned through repeated trial and error, based on which the technology automatically learns control rules needed to reach pre-defined goals. Manual program development by humans to teach proper control actions becomes unnecessary, which helps to reduce the time and cost of developing control programs.
Going forward, Mitsubishi Electric will continue to develop the technology by adding increased AI capability to improve the speed and accuracy of autonomous learning. It will also employ 3D simulations of the controlled equipment to significantly decrease the time required to learn control methods.
Mitsubishi Electric Corporation published this content on 14 February 2018 and is solely responsible for the information contained herein. Distributed by Public, unedited and unaltered, on 14 February 2018 04:05:02 UTC.
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Mitsubishi Electric Corporation is one of the world's leading manufacturers of electric and electronic equipment. Net sales (including intragroup) break down by family of products and by services as follows:
- industrial automation equipment (28.6%): programmable controllers, motor operators, counters, industrial robots, clutches, etc.;
- electric equipment (24.2%): generators, motors, transformers, power circuit breakers, testing systems, etc.;
- household appliances (22.4%): televisions, video recorders, air conditioners, refrigerators, lamps, vacuum cleaners, etc.;
- information and communication equipment (6.9%): mobile phones, satellites, aerials, medical and audiovisual equipment, servers, computers, etc.;
- electronic components and devices (4.7%): memory, logic integrated circuits, monitors, plasma screens, printed circuit cards, etc.;
- other (13.2%): financial services, real estate management, engineering and maintenance services, etc.
Net sales break down geographically as follows: Japan (52.1%), Asia (24.9%), Europe (11.1%), North America (10.3%) and other (1.6%).