| 基于实数编码遗传算法的模糊励磁调节器研究 |
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| 引用本文： | 姜惠兰,张强,安敏,唐晓骏.基于实数编码遗传算法的模糊励磁调节器研究[J].高电压技术,2005,31(5):69-72,78. |
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| 作者姓名： | 姜惠兰 张强 安敏 唐晓骏 |
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| 作者单位： | 天津大学电气与自动化工程学院,天津,300072;中国电力科学研究院,北京,100085 |
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| 基金项目： | 天津大学留学回国人员基金资助项目(200447) |
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| 摘 要： | 针对发电机励磁调节器设计过程中输入和输出变量的隶属度函数以及量化因子的选取问题,在常规模糊式励磁控制的基础上提出了采用实数编码遗传算法来优化模糊参数,进而设计出基于遗传算法优化的发电机模糊励磁调节器。仿真实验证明,该励磁调节器比传统PID励磁控制方式的控制效果更好,鲁棒性更强。
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| 关 键 词： | 模糊逻辑 遗传算法 励磁调节器 实数编码 |
| 文章编号： | 1003-6520(2005)-0069-04 |
Study of Fuzzy Generator Excitation Regulator Based on Genetic Algorithm with Real Number Code |
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| JIANG Huilan,ZHANG Qiang,AN Min,TANG Xiaojun.Study of Fuzzy Generator Excitation Regulator Based on Genetic Algorithm with Real Number Code[J].High Voltage Engineering,2005,31(5):69-72,78. |
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| Authors: | JIANG Huilan ZHANG Qiang AN Min TANG Xiaojun |
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| Affiliation: | JIANG Huilan~1,ZHANG Qiang~1,AN Min~1,TANG Xiaojun~2 |
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| Abstract: | On the basis of conventional fuzzy control for generator excitation system, this paper proposed to adopt genetic algorithm with real number encoding to obtain the optimal fuzzy control decision rule by optimizing the input and output variables' membership functions and fuzzification factors. A fuzzy excitation regulator based on genetic algorithm optimization is designed. Simulation has shown the robustness and effectiveness of this control strategy presented in this paper and the designed regulator is able to produce better dynamic characteristics than conventional PID excitation control. |
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| Keywords: | fuzzy logic genetic algorithm excitation regulator real number code |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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