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Machine learning apparatus and method for learning arrangement position of magnet in rotor and rotor design apparatus including machine learning apparatus
Machine learning apparatus and method for learning arrangement position of magnet in rotor and rotor design apparatus including machine learning apparatus
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机译:机器学习设备和用于学习磁体在转子中的布置位置的方法以及包括该机器学习设备的转子设计设备
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摘要
A machine learning apparatus, which learns a condition associated with arrangement positions of magnets on a core of a motor rotor, includes: a state observation unit that observes a state variable composed of data relating to arrangement positions of a plurality of the magnets arranged on the core, data relating to a magnitude of cogging torque generated when the plurality of the magnets are arranged at the respective arrangement positions, and data relating to a magnetic flux density of each of the magnets; and a learning unit that learns the condition associated with the arrangement positions of the magnets on the core in accordance with a training data set constituted by the state variable.
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