遗传算法在电力电子电路控制参数优化中的应用The Applications of Genetic Algorithms in Control Parameter Optimization of Power Electronic System
贺冬梅;刘楷锋;
摘要(Abstract)：
本文综述了遗传算法在电力电子电路控制参数中各个方面的应用情况,主要包括PWM控制参数优化、SHEPWM参数优化、交流斩波控制参数优化以及遗传算法与其他方法相结合的应用,详细分析了各种应用的核心问题,为遗传算法在电力电子电路控制参数中的进一步应用研究与实现提供一定理论依据。
关键词(KeyWords)： 遗传算法;脉宽调制;参数优化
基金项目(Foundation):
作者(Author): 贺冬梅;刘楷锋;
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DOI:
参考文献(References)：
- [1]陈国良等.遗传算法及其应用[M].北京:人民邮电出版社.1996.
- [2]林渭勋.现代电力电子电路[M].杭州:浙江大学出版社.2002.
- [3]张占松.蔡宣三.开关电源的原理与设计[M].北京.电子工业出版社,2004.
- [4]苏开才,毛宗源.现代功率电子技术[M].北京:国防工业出版社,1995.
- [5]Schutten,M.J.;Torrey,D.A.;Genetic algorithms for control of power converters.Power Electronics Specialists Conference[J],1995.PESC'95Record.,26th Annual IEEE,Volume:2,18-22June1995.1321-1326.
- [6]袁佳散,陈柏超,贾嘉斌.基于遗传算法的逆变器控制规律[J].电力系统自动化2004.12,Vol28,32-35.
- [7]Shi,K.L.;Hui Li;Optimized random PWM strategy based on genetic algorithms.Industrial Electronics Society[J],2003.IECON'03.The29th Annual Conference of the IEEE,Volume:1,2-6Nov.2003.7-11.
- [8]Hasanzadeh,A.;Zolghadri,M.R.;Kaboli,S.H.;Homaifar,A.;A genetic algorithm based programmed PWM optimum switching pattern calculation.Power Electronics and Drive Systems[J],The Fifth International Conference on PEDS2003,Volume:2,17-20Nov.2003.1081-1085.
- [9]Sundareswaran,K.;Kumar,A.P.;Voltage harmonic elimination in PWM AC chopper using genetic algorithm.Electric Power Applications[J],IEE Proceedings,Volume:151,Issue:1,9Jan.2004.26-31.
- [10]Ozpineci,B.;Tolbert,L.M.;Chiasson,J.N.;Harmonic optimization of multilevel converters using genetic algorithms.Power Electronics Specialists Conference[J],2004.PESC04.2004IEEE35th Annual,Volume:5,20-25June2004.3911-3916Vol.5.
- [11]Sundareswaran,K.;Chandra,M.;Evolutionary approach for line current harmonic reduction in AC/DC converters.Industrial Electronics[J],IEEE Transactions,Volume:49,Issue:3,June2002.716-719.
- [12]Baba,J.;Masada,E.;Genetic algorithm based control for power converters.Power Conversion Conference-Nagaoka1997,Proceedings IEE,Volume:1,3-6Aug.1997.463-466.
- [13]Yu Qin;Shanshan Du;To design a optimized PID controller of a single phase power factor pre-regulator for an on-line UPS-GA approach.Industrial Electronics,Control and Instrumentation[J],1997.IECON97.23rd International Conference,Volume:1,9-14Nov.1997.343-347.
- [14]刘永超,王怀颖,陈明.PWM逆变器的遗传控制技术[J].电力电子技术2002.2,Vol.36,No.144-47.