Research on the High Stability of an Adaptive Controller Based on a Neural Network for an Electrolysis-Free-Capacitor Motor Drive System

Research on the High Stability of an Adaptive Controller Based on a Neural Network for an Electrolysis-Free-Capacitor Motor Drive System

The electrolytic capacitor-less PMSM drive system presents complex nonlinear characteristics. Since electrolytic capacitor-less systems exhibit low inertia due to the absence of energy storage components, traditional controllers struggle to achieve the dynamic optimization of phase and amplitude mar...

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Bibliographic Details
Main Authors: Danyang Bao, Haorui Shen, Wenxiang Ding, Hao Yuan, Yingying Guo, Zhendong Song, Tao Gong
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Energies
Subjects:
electrolytic capacitor-less
PMSM
nonlinear system
control-parameter data
instantaneous stable operation
Online Access:https://www.mdpi.com/1996-1073/18/8/2076
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