標題: | Type-2 fuzzy logic controller design for buck DC-DC converters |
作者: | Lin, PZ Hsu, CF Lee, TT 電控工程研究所 Institute of Electrical and Control Engineering |
關鍵字: | converter;fuzzy logic control;type-2 fuzzy sets;type reduction |
公開日期: | 2005 |
摘要: | Type-1 fuzzy logic controllers (T1FLCs) have been successfully developed and used in various applications. The experience and knowledge of human experts are needed to decide both the membership functions and the fuzzy rules. However, in the real-time applications, uncertainty associated with the available information always happens. This paper proposes a type-2 fuzzy logic control (T2FLC), which involves the fuzzifier, rule base, fuzzy inference engine, and output processor with type reduction and defuzzifier. Because the antecedent and/or consequent membership functions of the T2FLC are type-2 fuzzy sets, the T2FLC can handle rule uncertainties when the operation is extremely uncertain and/or the engineers cannot exactly determine the membership grades. Furthermore, the proposed T2FLC is applied to a buck DC-DC converter control. Experimental results show that the proposed T2FLC is robust against input voltage and load resistance variations for the converter control. |
URI: | http://hdl.handle.net/11536/17545 |
ISBN: | 0-7803-9158-6 |
期刊: | FUZZ-IEEE 2005: Proceedings of the IEEE International Conference on Fuzzy Systems: BIGGEST LITTLE CONFERENCE IN THE WORLD |
起始頁: | 365 |
結束頁: | 370 |
顯示於類別: | 會議論文 |