Adaptive fuzzy dynamic surface control for induction motors with iron losses in electric vehicle drive systems via backstepping
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- 作者：Jinpeng Yu ; yjp1109@hotmail.com" class="auth_mail" title="E-mail the corresponding author ; Yumei Ma ; Haisheng Yu ; Chong Lin
- 关键词：Fuzzy adaptive control ; Backstepping ; Dynamic surface control ; Induction motor
- 刊名：Information Sciences
- 出版年：2017
- 出版时间：10 January 2017
- 年：2017
- 卷：376
- 期：Complete
- 页码：172-189
- 全文大小：1648 K
文摘
In this paper, a dynamic surface control (DSC) based adaptive fuzzy backstepping method is proposed for induction motors with iron losses in electric vehicle drive systems. The DSC is utilized to overcome the “explosion of complexity” problem of classical backstepping, the fuzzy logic systems are used to approximate unknown nonlinear functions and the adaptive backstepping is employed to design controllers. The proposed control method can guarantee all the closed-loop signals are bounded. Simulation comparison results are given to illustrate the effectiveness of the proposed method.