Explainable Neural Dynamics Models for Motor Temperature Prediction
Xinyuan Liao,
Shaowei Chen,
Yunxiang Long
et al.
Abstract:<p>The permanent magnet synchronous motor finds extensive use in industrial applications, and the development of effective thermal management solutions is crucial to enhance its power density. Accurate temperature prediction of the permanent magnet synchronous motor serves as the fundamental basis for designing effective thermal management strategies. Model-based prediction methods exhibit superior real-time performance, but the intricate modeling process requires substantial expert knowledge guidance an… Show more
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