独立微电网系统电源容量优化配置研究

程苒,李峰,常湧

分布式能源 ›› 2019, Vol. 4 ›› Issue (3) : 8-15.

PDF(1373 KB)
PDF(1373 KB)
分布式能源 ›› 2019, Vol. 4 ›› Issue (3) : 8-15. DOI: 10.16513/j.cnki.10-1427/tk.2019.03.002
学术研究

独立微电网系统电源容量优化配置研究

作者信息 +

Power Capacity Optimization Design of Standalone Microgrid

Author information +
文章历史 +

摘要

微电网将多种发电形式进行整合和利用,其诞生有效缓解了现阶段大电网的扩张需求。电源容量配置是微电网建设的基础,可在规划设计阶段为微电网建设的经济性、环保性和供电可靠性提供参考。微电网系统电源容量优化配置的结果在很大程度上取决于优化模型的选择,不同优化模型会对容量配置结果造成差异。因此,将重点放在不同优化模型对容量配置结果的影响上,对不同优化模型在独立型水-光-柴-储微电网系统电源容量配置结果中造成的差异性及其原因进行分析。在综合考虑经济性、供电可靠性、环境效益等评价指标的基础上,通过考虑不同的优化目标,建立不同导向的优化模型。以一个实际建设的微电网项目为例,使用自适应权重粒子群算法对模型进行求解,得到不同模型下电源容量配置情况的最优解;通过对实例求解结果的分析,研究微电网电源容量优化配置结果的差异性及其原因,并验证所提出模型的正确性及可靠性。

Abstract

Microgrid, which can combine different forms of renewable energy generation, effectively retards the expansion needs of the grid. Power capacity design is the basis of microgrid planning and construction, which can also provide reference for the economy, environmental friendliness and power supply reliability of microgrid construction in the planning and design period. The results of the optimal capacity design of microgrid largely depend on the choice of the optimization model, different optimization models will result in different capacity allocation results. Therefore, this paper focuses on the influence of different optimization models on the results of capacity allocation, and analyses the differences and causes of photovoltaic, hydropower, diesel power and battery based standalone microgrid capacity allocation results. Optimization models with different optimization objectives are established with comprehensive consideration of economy, environmental friendliness and power supply reliability. An actual microgrid project is used as an example to solve the models by adaptive weighted particle swarm algorithm, and optimum solutions of capacity allocation are obtained in different models. The differences of different optimal capacity design results are analyzed, as well as the reason, and the correctness and reliability of the proposed model are verified.

关键词

微电网 / 分布式电源 / 容量配置 / 多目标优化 / 自适应权重粒子群算法

Key words

microgrid / distributed generator / capacity configuration / multi-objective optimization / adaptive weight particle swarm algorithm

引用本文

导出引用
程苒, 李峰, 常湧. 独立微电网系统电源容量优化配置研究[J]. 分布式能源. 2019, 4(3): 8-15 https://doi.org/10.16513/j.cnki.10-1427/tk.2019.03.002
Ran CHENG, Feng LI, Yong CHANG. Power Capacity Optimization Design of Standalone Microgrid[J]. Distributed Energy Resources. 2019, 4(3): 8-15 https://doi.org/10.16513/j.cnki.10-1427/tk.2019.03.002

参考文献

[1]
WANG Chengshan, ZHOU Yue. Summary of demonstration project of microgrid[J]. Distribution & Utilization, 2015(1) : 16-21.
王成山,周越. 微电网示范工程综述[J]. 供用电2015(1) : 16-21.
[2]
KUSAKANA K, MUNDA J L, JIMOH A A. Feasibility study of a hybrid PV-micro hydro system for rural electrification[C]//IEEE Africon 2009, Nairobi, 2009.
[3]
YANG Qing, YUAN Yue, WANG Min, et al. Optimal capacity configuration of standalone hydro-photovoltaic-storage microgrid[J]. Electric Power Automation Equipment, 2015, 35(10): 37-44.
杨清,袁越,王敏,等. 独立型水光储微电网系统容量优化配置[J]. 电力自动化设备2015, 35(10): 37-44.
[4]
CHENG Ran, CHANG Yong, HUANG Hua, et al. Multi-objective based optimal capacity design of isolated microgrid[J]. Water Resources and Power, 2017, 35(10): 198-202.
程苒,常湧,黄华,等. 基于多目标的独立微电网电源容量优化设计[J]. 水电能源科学2017, 35(10): 198-202.
[5]
LI Zhengmao, ZHANG Feng, LIANG Jun, et al. Optimization on microgrid with combined heat and power system[J]. Proceedings of the CSEE, 2015, 35(14): 3569-3576.
李正茂,张峰,梁军,等. 含电热联合系统的微电网运行优化[J]. 中国电机工程学报2015, 35(14) : 3569-3576.
[6]
LIU Mengxuan, WANG Chengshan, GUO Li, et al. An optimal design method of multi-objective based islang microgrid[J]. Automation of Electric Power Systems, 2012, 36(17): 34-39.
刘梦璇,王成山,郭力,等. 基于多目标的独立微电网优化设计方法[J]. 电力系统自动化2012, 36(17): 34-39.
[7]
GUO Li, LIU Wenjian, JIAO Bingqi, et al. Multi-objective optimal planning design method for stand-alone microgrid system[J]. Proceedings of the CSEE, 2014, 34(4): 524-536.
郭力,刘文建,焦冰琦,等. 独立微网系统的多目标优化规划设计方法[J]. 中国电机工程学报2014, 34(4): 524-536.
[8]
WANG Zhixuan, PAN Li, PENG Jun. Analysis of current status, cost and policies of power sector SO2 emission control[J]. Research of Environmental Sciences, 2005, 18(4): 11-20.
王志轩,潘荔,彭俊. 电力行业二氧化硫排放控制现状、费用及对策分析[J]. 环境科学研究2005, 18(4): 11-20.
[9]
ZHONG Guobin, BAI Yunjie, ZENG Jie, et al. Optimization configuration of hybrid energy storage capacity of microgrid considering energy storage life[J]. Guangdong Electric Power, 2018, 31(7): 8-15.
钟国彬,白云洁,曾杰,等. 计及储能寿命的微电网混合储能容量优化配置[J]. 广东电力2018, 31(7): 8-15.
[10]
LIU Ziqiu, HUANG Minxiang. Optimal energy allocation of microgrid based on reliability and economy by considering characteristics of micro source[J]. Power System Technology, 2014, 38(5): 1352-1357.
刘子秋,黄民翔. 基于可靠性与经济性的计及微电源自身特性的微电网能量优化配置[J]. 电网技术2014, 38(5): 1352-1357.
[11]
MOHAMMADI S, SOLEYMANI S, MOZAFARI B. Scenario-based stochastic operation management of microgrid including wind, photovoltaic, micro-turbine, fuel cell and energy storage devices[J]. International Journal of Electrical Power & Energy Systems, 2014, 54(1): 525-535.
[12]
CHENG Qiming, CHENG Yinman, HUANG Shan, et al. Summary on economic optimized operation of micro-grid[J]. Guangdong Electric Power, 2018, 31(2): 1-9.
程启明,程尹曼,黄山,等. 微电网经济优化运行综述[J]. 广东电力2018, 31(2): 1-9.
[13]
MAO Luming, YANG Yuqun. Micro grid generation capacity optimization with consideration of load importance[J]. Industrial Instrumentation & Automation, 2016(6): 62-65.
毛璐明,杨玉群. 考虑负荷重要性的微电网电源容量优化配置[J]. 工业仪表与自动化装置2016(6): 62-65.
[14]
HU Rongxing, JING Zhaoxia, XIAO Jiang. Optimized con-figuration for island micro-grid considering demand response[J]. Guangdong Electric Power, 2016, 29(12): 32-38.
胡荣兴,荆朝霞,肖江. 考虑负荷响应的海岛微电网优化配置[J]. 广东电力2016, 29(12): 32-38.
[15]
SHADMAND M B, BALOG R S. Multi-objective optimization and design of photovoltaic-wind hybrid system for community smart DC microgrid[J]. IEEE Transactions on Smart Grid, 2014, 5(5): 2635-2643.
[16]
ZHOU Wenjun, LIU Shirong, LI Jinlong, et al. Power capacity optimization and configuration of stand-alone wind/PV/disel/battery microgrid[J]. Journal of Ningbo University(Natural Science & Engineering Edition), 2014, 27(4): 47-52.
周文君,刘士荣,李金龙,等. 独立型风光柴储微电网的电源容量优化与配置[J]. 宁波大学学报(理工版), 2014, 27(4): 47-52.
[17]
MARMAY C, VENKATARAMANAN G, STADLER M, et al. Optimal technology selection and operation of commercial-building microgrids[J]. IEEE Transactions on Power Systems, 2008, 23(3): 975-982.
[18]
YU Zhiyong, CHEN Hao, SUN Chunshun, et al. Research on optimal operation of wind-solar-water storage complementary microgrid based on improved particle swarm optimization[J]. Distribution & Utilization, 2014(7): 58-61.
余志勇,陈浩,孙春顺,等. 基于改进粒子群算法的风光水蓄互补微电网优化运行研究[J]. 供用电2014(7): 58-61.
[19]
HATZIARGYRIOU N, ASANO H, IRAVANI R, et al. Microgrids[J]. Power & Energy Magazine IEEE, 2007, 5(4): 78-94.
[20]
XIAO Rui, SONG Jiajia. Multi-objective optimization for capacity configuration of island stand-slone microgrid[J]. Journal of Jiaxing University, 2014, 26(6): 85-92.
肖锐,宋佳佳. 海岛独立型微电网的多目标容量优化配置方法[J]. 嘉兴学院学报2014, 26(6): 85-92.
[21]
KATIRAEI F, IRAVANI R, HATZIARGYRIOU N, et al. Microgrids management[J]. Power & Energy Magazine IEEE, 2008, 6(3): 54-65.
[22]
LEI Xiaolin, LI Shichun, YU Mengshi. A method of primary frequency reserve capacity of microgrid of isolated island[J]. Electric Power Science and Engineering, 2018, 34(12): 18-24.
雷小林,李世春,余梦诗. 孤岛运行的微电网一次调频备用容量配置方法[J]. 电力科学与工程2018, 34(12): 18-24.

编委: 谷子
PDF(1373 KB)

Accesses

Citation

Detail

段落导航
相关文章

/