Online MTPA Control of IPM Motor Using NN-Based Perturb and Observe Algorithm

Online MTPA Control of IPM Motor Using NN-Based Perturb and Observe Algorithm

In commercial electrical equipment, interior permanent magnet (IPM) synchronous motors undergo variations in temperature and parameters under different operating conditions. Conventional maximum torque per ampere (MTPA) control using fixed parameters lacks accurate motor parameter information, which...

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Bibliographic Details
Main Authors: Linfeng Sun, Jiawei Guo, Takahiro Kawaguchi, Seiji Hashimoto, Wei Jiang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Interior permanent magnet synchronous motor
field-oriented control
maximum torque per ampere control
back propagation neural network
loss function
perturb and observe
Online Access:https://ieeexplore.ieee.org/document/10304122/

Internet

https://ieeexplore.ieee.org/document/10304122/

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