Intelligent Backstepping Control of Permanent Magnet-Assisted Synchronous Reluctance Motor Position Servo Drive with Recurrent Wavelet Fuzzy Neural Network

Intelligent Backstepping Control of Permanent Magnet-Assisted Synchronous Reluctance Motor Position Servo Drive with Recurrent Wavelet Fuzzy Neural Network

An intelligent servo drive system for a permanent magnet-assisted synchronous reluctance motor (PMASynRM) that can adapt to the control requirements considering the motor’s nonlinear and time-varying natures is developed in this study. A recurrent wavelet fuzzy neural network (RWFNN) with intelligen...

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Bibliographic Details
Main Authors: Faa-Jeng Lin, Ming-Shi Huang, Yu-Chen Chien, Shih-Gang Chen
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Energies
Subjects:
permanent magnet-assisted synchronous reluctance motor (PMASynRM)
maximum torque per ampere (MTPA)
finite element analysis (FEA)
backstepping control (BSC)
recurrent wavelet fuzzy neural network (RWFNN)
intelligent backstepping control recurrent wavelet fuzzy neural network (IBSCRWFNN)
Online Access:https://www.mdpi.com/1996-1073/16/14/5389

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