@article{eb85958784704ebdaf56ff85ef75fdb0,
title = "Fuzzy-neural sliding-mode control for DC-DC converters using asymmetric gaussian membership functions",
abstract = "A fuzzy-neural sliding-mode (FNSM) control system is developed to control power electronic converters. The FNSM control system comprises a neural controller and a compensation controller. In the neural controller, an asymmetric fuzzy neural network is utilized to mimic an ideal controller. The compensation controller is designed to compensate for the approximation error between the neural controller and the ideal controller. An online training methodology is developed in the Lyapunov sense; thus, the stability of the control system can be guaranteed. Finally, to investigate the effectiveness of the FNSM control scheme, it is applied to control a pulsewidth-modulation-based forward dc-dc converter. Experimental results show that the proposed FNSM control system is found to achieve favorable regulation performances even under input-voltage and load-resistance variations.",
keywords = "Adaptive control, Asymmetric gaussian membership function, Converter, Fuzzy neural network, Sliding-mode control",
author = "Cheng, {Kuo Hsiang} and Hsu, {Chun Fei} and Lin, {Chih Min} and Lee, {Tsu Tian} and Chunshien Li",
note = "Funding Information: Manuscript received September 10, 2005; revised November 14, 2005. This work was supported in part by the National Science Council of the Republic of China under Grant NSC 93-2213-E-155-038. K.-H. Cheng is with the Department of Electrical Engineering, Chang Gung University, Tao-Yuan 333, Taiwan, R.O.C. (e-mail: d9021010@stmail. cgu.edu.tw). C.-F. Hsu is with the Department of Electrical Engineering, Chung Hua University, Hsinchu 300, Taiwan, R.O.C. (e-mail: fei@chu.edu.tw). C.-M. Lin is with the Department of Electrical Engineering, Yuan Ze University, Tao-Yuan 320, Taiwan, R.O.C. (e-mail: cml@saturn.yzu.edu.tw). T.-T. Lee is with the Department of Electrical Engineering, National Taipei University of Technology, Taipei 106, Taiwan, R.O.C. (e-mail: ttlee@ ntut.edu.tw). C. Li is with the Department of Computer Science and Information Engineering, National University of Tainan, Tainan 700, Taiwan, R.O.C. (e-mail: jamesli@mail.nutn.edu.tw). Digital Object Identifier 10.1109/TIE.2007.894717",
year = "2007",
month = jun,
doi = "10.1109/TIE.2007.894717",
language = "???core.languages.en_GB???",
volume = "54",
pages = "1528--1536",
journal = "IEEE Transactions on Industrial Electronics",
issn = "0278-0046",
number = "3",
}