电网技术 2009, 33(13) 0- DOI:     ISSN: 1000-3673 CN: 11-2410/TM

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本文关键词相关文章
多目标优化;月度发电计划;理想点贴近度;邻域搜索算法
本文作者相关文章
PubMed
基于多目标优化模型的省级电网月度发电计划
梁志飞1,夏清1,许洪强2,朱明祥2,张健62,杨明辉2
1. 电力系统及发电设备控制和仿真国家重点实验室(清华大学电机系)
2. 山东电力调度中心
摘要

针对电力体制新形势下多种调度模式的发电计划科学化管理要求,基于月度电力生产的时空均匀性原则提出了月度发电计划的多目标优化模型。针对以往研究中所忽视的电量供需平衡和潮流安全的同时性问题,把电量分解与安全校核细化到各日的峰、平、谷时段。针对多量纲、多数量级的多目标综合决策的要求,基于理想点贴近度的思路将多目标问题转化为单目标优化问题。根据模型特点,采用邻域搜索算法求解。最后采用山东电网实际算例验证了模型的综合决策性能和邻域搜索算法的优越性。

关键词 多目标优化;月度发电计划;理想点贴近度;邻域搜索算法  
Monthly Generation Scheduling Method Based on Multi-Objective Optimization Model for Provincial Power Grid
LIANG Zhi-fei ,XIA Qing ,XU Hong-qiang ,ZHU Ming-xiang ,ZHANG Jian ,YANG Ming-hui
Abstract:

To satisfy the requirement of scientific power generation scheduling management in conditions of multi-dispatching modes under the new situation of electric power sector, based on the principle of spatial-temporal uniformity a multi-objective optimization model for monthly generation scheduling is proposed. Considering the simultaneity of equilibrium of power supply and demand as well as power flow security which was neglected in previous researches, the contact volume distribution and security check are refined on peak, flat and valley period in each day. According to the requirements of comprehensive multi-objective decision possessing multi-dimensions and multi-magnitude orders, based on the thinking of closeness degree of ideal point the multi-objective problem is transformed into single-objective problem. Based on the feature of the proposed model, the proposed model is solved by neighbor search algorithm. The comprehensive decision-making performance of the proposed model and the superiority of neighbor search algorithm are validated by an actual computation example of Shandong provincial power grid.

Keywords: multi-objective optimization;monthly generation schedule;closeness degree of ideal point;neighbor-search algorithm  
收稿日期 2009-04-14 修回日期 2009-04-24 网络版发布日期 2009-08-06 
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通讯作者: 梁志飞
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