水电站水库调度图的优化方法与应用——基于混合模拟退火遗传算法
TM76; 按常规方法绘制的水库调度图相对保守,难以达到可靠性与效益的优化组合,使得水库调度图还存在一定的优化空间.提出了一种优化常规调度图的新方法--混合模拟退火遗传算法,以实现水库调度图的计算机程序式自动优化修正.该方法综合了遗传算法的全局搜索能力和模拟退火算法的局部搜索能力,提高了计算精度,避免了手工修正调度图的随意性.通过在实际生产项目中的应用与检验,证明该方法对水电站水库调度图的优化确实可靠,在满足可靠性指标以及水库综合利用要求约束的条件下,取得了可观的经济效益,为水电站实现经济运行提供了一条可行途径....
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| Published in | 电力系统保护与控制 Vol. 38; no. 12; pp. 40 - 49 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | Chinese |
| Published |
华北电力大学水资源与水利水电工程研究所,北京,102206%中国水电顾问集团昆明勘测设计研究院,云南,昆明,650051
2010
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1674-3415 |
| DOI | 10.3969/j.issn.1674-3415.2010.12.008 |
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| Abstract | TM76; 按常规方法绘制的水库调度图相对保守,难以达到可靠性与效益的优化组合,使得水库调度图还存在一定的优化空间.提出了一种优化常规调度图的新方法--混合模拟退火遗传算法,以实现水库调度图的计算机程序式自动优化修正.该方法综合了遗传算法的全局搜索能力和模拟退火算法的局部搜索能力,提高了计算精度,避免了手工修正调度图的随意性.通过在实际生产项目中的应用与检验,证明该方法对水电站水库调度图的优化确实可靠,在满足可靠性指标以及水库综合利用要求约束的条件下,取得了可观的经济效益,为水电站实现经济运行提供了一条可行途径. |
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| AbstractList | TM76; 按常规方法绘制的水库调度图相对保守,难以达到可靠性与效益的优化组合,使得水库调度图还存在一定的优化空间.提出了一种优化常规调度图的新方法--混合模拟退火遗传算法,以实现水库调度图的计算机程序式自动优化修正.该方法综合了遗传算法的全局搜索能力和模拟退火算法的局部搜索能力,提高了计算精度,避免了手工修正调度图的随意性.通过在实际生产项目中的应用与检验,证明该方法对水电站水库调度图的优化确实可靠,在满足可靠性指标以及水库综合利用要求约束的条件下,取得了可观的经济效益,为水电站实现经济运行提供了一条可行途径. |
| Author | 王丽萍 黄海涛 喻杉 杨子俊 邵琳 |
| AuthorAffiliation | 华北电力大学水资源与水利水电工程研究所,北京,102206%中国水电顾问集团昆明勘测设计研究院,云南,昆明,650051 |
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| Author_FL | SHAO Lin YANG Zi-jun WANG Li-ping YU Shan HUANG Hai-tao |
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| Keywords | 水电站经济运行 混合模拟退火遗传算法 水库调度图 |
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| Title | 水电站水库调度图的优化方法与应用——基于混合模拟退火遗传算法 |
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