计及需求侧响应的电力系统鲁棒优化规划模型

被引:42
作者
曾鸣 [1 ]
杨雍琦 [1 ]
向红伟 [1 ,2 ]
王丽华 [1 ,2 ]
孙静惠 [1 ,2 ]
机构
[1] 华北电力大学经济与管理学院
[2] 新能源电力系统国家重点实验室(华北电力大学)
基金
中央高校基本科研业务费专项资金资助;
关键词
需求侧响应; 鲁棒优化; 电力系统规划; 非支配排序遗传算法;
D O I
暂无
中图分类号
TM715 [电力系统规划];
学科分类号
摘要
随着需求侧响应措施的深入开展,在电力系统规划中计及需求侧响应的影响具有重要现实意义。根据一般经济学原理,研究需求侧响应措施引起负荷需求弹性变化的不确定性,并且将该不确定性引入到电力系统规划模型中,以系统规划成本、运行成本和污染排放最小化为目标函数,建立了多目标鲁棒优化规划模型;采用引入精英策略的非支配排序遗传算法(NSGA-Ⅱ)求解该鲁棒优化模型。最后,通过算例分析说明了鲁棒优化模型的合理性,并论证了该模型能够以最小成本得到计及多种需求侧响应弹性不确定性范围下的规划方案。
引用
收藏
页码:137 / 145
页数:9
相关论文
共 30 条
  • [11] 一种用进化方法求解鲁棒最优问题的研究[D]. 朱云飞.中南大学. 2011
  • [12] 考虑分布式电源并网和需求侧响应的配电网综合规划方法研究[D]. 罗波.华南理工大学. 2014
  • [13] Improvement of small signal stability margin and transient response in inverter-dominated microgrids[J] . Dharmendra Kumar Dheer,Nimish Soni,Suryanarayana Doolla.Sustainable Energy, Grids and Networks . 2015
  • [14] Multi-objective optimization of a nearly zero-energy building based on thermal and visual discomfort minimization using a non-dominated sorting genetic algorithm (NSGA-II)[J] . Salvatore Carlucci,Giulio Cattarin,Francesco Causone,Lorenzo Pagliano.Energy & Buildings . 2015
  • [15] Review on wind power development in China: Current situation and improvement strategies to realize future development[J] . Shengpeng Sun,Fengliang Liu,Song Xue,Ming Zeng,Fanxiao Zeng.Renewable and Sustainable Energy Reviews . 2015
  • [16] Robust optimisation for self-scheduling and bidding strategies of hybrid CSP-fossil power plants[J] . H.M.I. Pousinho,J. Contreras,P. Pinson,V.M.F. Mendes.International Journal of Electrical Power and Energy Systems . 2014
  • [17] Low-carbon development strategies for the top five power generation groups during China?s 12th Five-Year Plan period[J] . Zeng Ming,Wang Yi,Wang Yuejin,Liu Xiaoli,Wang Zhijie,Xue Song.Renewable and Sustainable Energy Reviews . 2014
  • [18] China's large-scale power shortages of 2004 and 2011 after the electricity market reforms of 2002: Explanations and differences[J] . Zeng Ming,Xue Song,Li Lingyun,Wang Yuejin,Wei Yang,Li Ying.Energy Policy . 2013
  • [19] Historical review of demand side management in China: Management content, operation mode, results assessment and relative incentives[J] . Zeng Ming,Xue Song,Ma Mingjuan,Li Lingyun,Cheng Min,Wang Yuejin.Renewable and Sustainable Energy Reviews . 2013
  • [20] Policy redesign for solving the financial bottleneck in demand side management (DSM) in China
    Yu, Yongzhen
    [J]. ENERGY POLICY, 2010, 38 (10) : 6101 - 6110