配电网规划中分布式电源的选址定容研究
Siting and Sizing of Distributed Generation in Distribution Network Planning
摘要: 本文从降低配电网系统网损、提高电压稳定裕度及改善电压质量多个方面综合考虑,研究配电网规划中分布式电源(DG)的选址定容问题,建立了基于上述三个指标的优化规划模型。运用模糊集理论将量纲不同、相互冲突的多目标优化问题单目标化,通过最大化总体满意度来达到整体优化的效果。最后依据环境要求及年发电成本指导不同类型DG的经济配置。采用带惯性权重的粒子群算法求解,能有效提高算法的全局收敛能力。以一个算例仿真分析验证模型和算法的正确性与有效性。
Abstract: This paper analyses and studies the Distributed Generation (DG) siting and sizing in micro-grids from the view of reducing the distribution network loss, increasing the distribution network voltage stability margin and improving the distribution network voltage quality. A multi-objective programming model, which takes into account the above three indicators, is established. By using the fuzzy set theory, we transform the multi-objective optimization, which is conflicting and has different dimensions, to single-objective optimization. By maximizing the overall satisfaction, we can achieve overall optimization results. Finally, according to environmental requirements and annual energy costs, this paper guides the economic configuration of various types of DG. Adopting particle swarm optimization (PSO) with inertia weight can effectively improve the global convergence ability. This paper analyzes and verifies the correctness and effectiveness of the proposed scheduling model and optimization algorithm with an example.
文章引用:陈昡姿, 赵向阳. 配电网规划中分布式电源的选址定容研究[J]. 智能电网, 2013, 3(6): 153-158. http://dx.doi.org/10.12677/SG.2013.36028

参考文献

[1] 张立梅, 唐巍, 赵云军, 等 (2010) 分布式发电对配电网影响的综合评估. 电力系统保护与控制, 38, 132-135.
[2] 王志群, 朱守真, 周双喜, 等 (2004) 分布式发电对配电网电压分布的影响. 电力系统自动化, 28, 56-60.
[3] 陈海焱, 段献忠, 陈金富 (2006) 分布式发电对配网静态电网电压稳定性的影响. 电网技术, 30, 27-30.
[4] 崔弘, 郭熠昀, 夏成军 (2010) 考虑环境效益的分布式电源优化配置研究. 华东电力, 28, 1968-1971.
[5] Mitra, J., Vallem, M.R. and Patra, S.B. (2006) A probabilistic search method for optimal resource deployment in a microgrid. 9th International Conference on Probabilistic Methods Applied to Power Systems KTH, Stockholm, 11-15 June 2006, 1-6.
[6] 朱勇, 杨京燕, 张冬清 (2011) 基于有功网损最优的分布式电源规划. 电力系统保护与控制, 39, 12-16.
[7] 戴小庞, 周洪, 海晓涛 (2011) 基于免疫遗传算法的含分布式电源配网规划. 湖南电力, 31, 10-13.
[8] Zhang, L.M., Tang, W. and Guan, H.H. (2009) The back/forward sweep-based power flow method for distribution networks with DGs. 2nd International Conference on Power Electronics and Intelligent Transportation System (PEITS), Volume 1, Shenzhen, 19-20 December 2009, 145-149.
[9] 刘述奎, 李奇, 陈维荣, 林川, 郑永康 (2009) 改进粒子群优化算法在电力系统多目标无功优化中应用. 电力自动化设备, 29, 31-36.
[10] 刘健, 毕鹏翔, 杨文宇, 等 (2007) 配电网理论及应用. 中国水利水电出版社, 北京, 115-122.
[11] 张国立, 李庚银, 谢宏, 等 (2004) 多目标加权模糊非线性规划. 华北电力大学学报, 1, 37-40.
[12] 吴晓莉, 林哲辉 (2002) Matlab 辅助模糊系统设计. 西安电子科技大学出版社, 西安, 14-20.
[13] 胡超芳 (2007) 基于决策者满意度的多目标模糊优化算法研究. 上海交通大学, 上海.
[14] Kenndy, J. and Eberhart, R. (1995) Particle swarm optimization. Proceedings of IEEE International Conference on Neural Networks, 4, 1942-1948.
[15] 王真 (2007) 含分布式发电的配电网规划研究. 硕士学位论文, 华北电力大学, 北京.
[16] 刘文胜 (2012) 基于粒子群算法的微电网优化配置与低碳调度. 硕士学位论文, 广东工业大学, 广州.
[17] Jarrett, K., Hedgecock, J., Gregory R. and Warham, T. (2004) Technical guide to the connection of generation to the distribution network. DTI New & Renewable Energy Programm K/EL/ 00318/REP/URN 03/1631.