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| PGA在水火电混合系统电源规划中的应用 | |
| 引用本文： | 王文,贺峰,李远德,冯凯,吴耀武,娄素华,熊信艮.PGA在水火电混合系统电源规划中的应用[J].电力系统及其自动化学报,2003,15(5):14-18. |
| 作者姓名： | 王文 贺峰 李远德 冯凯 吴耀武 娄素华 熊信艮 |
| 作者单位： | 1. 四川省电力工业勘察设计院,成都,610016 2. 华中科技大学电力系,武汉,430074 3. 四川省电力公司,成都,610021 |
| 摘 要： | 目前，遗传算法作为一种基于人工智能技术的优化算法在电力系统电源规划中已经得到广泛应用。然而，其遗传操作繁杂，计算量庞大，早熟收敛等问题使其应用受到局限。本文提出一种自然分段式编码，成功地将单亲遗传算法PGA引入水火电混合系统电源规划中，通过使用该方法可以大大简化电源规划的计算量，避免早熟收敛，提高计算效率。算例结果表明：该算法可以成功解决包含各种类型电源的规划问题，并且还有广阔的发展空间。 |
| 关 键 词： | 电力系统 电源规划 优化算法 人工智能 遗传算法 PGA 水火电混合系统 |
| 修稿时间： | 2002年12月5日 |
GENERATION EXPANSION PLANNING OF POWER SYSTEM INCLUDING FIRE AND WARTER GENERATION BY PARTHENO-GENETIC ALOGORITHM |
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| Wang Wen ,He Feng ,Li Yuande ,Feng Kai ,Wu Yaowu ,Lou Shuhua ,Xiong Xinyin.GENERATION EXPANSION PLANNING OF POWER SYSTEM INCLUDING FIRE AND WARTER GENERATION BY PARTHENO-GENETIC ALOGORITHM[J].Proceedings of the CSU-EPSA,2003,15(5):14-18. | |
| Authors: | Wang Wen He Feng Li Yuande Feng Kai Wu Yaowu Lou Shuhua Xiong Xinyin |
| Affiliation: | Wang Wen 1,He Feng 2,Li Yuande 3,Feng Kai 3,Wu Yaowu 2,Lou Shuhua 2,Xiong Xinyin 2 |
| Abstract: | Recently,Genetic Algorithm has been widely used in the Generation Expansion plan ning as an artificial intelligence Algorithm.However,the utilization of Genetic Algorithm in practice was limited due to complicated operation,huge calculating and immature convergence.In this thesis,divided natural coding method is propose d to bring PGA to Generation Expansion planning,by this meaning,the calculating will be declined,immature convergence be avoided while the efficiency of calcula ting will be increased by largely.The result of competition examples shows clear ly that this algorithm can resolve the planning of power system including verifi ed kinds of Generations successfully.Besides,PGA will be improved wide by wide. |
| Keywords: | partheno-genetic algorithm divid ed natural coding gene conversion generation expansion planning |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |