考虑用户期望及低碳效益的分布式电源优化配置

Abstract
Figure/Table
References
Related Citation (15)

Download: PDF (11698 KB) HTML (1 KB)
Export: BibTeX | EndNote (RIS)

Abstract Large-scale distributed power supply access to the distribution network will have a profound impact on the distribution network. Rational allocation of distributed power supply can maximize its role in reducing network losses and improving system stability. Considering the characteristics of load timing, this paper uses K-Medoids clustering algorithm to cluster the annual load, and fully considers the low-carbon benefits and user expectations after the distributed generation is connected to the distribution network, and establishes an optimal allocation model considering network loss, power purchase cost and equipment construction cost. The objective function of the model is to minimize the annual comprehensive social cost, and an improved adaptive genetic algorithm is used to solve the model. Finally, an optimal configuration model based on the IEEE 33 node system is constructed to verify the effectiveness of this method.

Key words： distribution generation optimal allocation distribution network planning improved genetic algorithm

Received: 04 January 2019 Published: 19 August 2019

	Service

	E-mail this article
	Add to my bookshelf
	Add to citation manager
	E-mail Alert
	RSS
	Articles by authors
	Li Jiyu
	Jiang Xiubo
	Li Gongxin

Cite this article:

Li Jiyu,Jiang Xiubo,Li Gongxin. Optimal distributed power supply configuration considering user expectations and low carbon benefits[J]. Electrical Engineering, 2019, 20(8): 11-17.

URL:

http://dqjs.cesmedia.cn/EN/Y2019/V20/I8/11

[1] 汪宝, 匡洪海, 郑丽平, 等. 分布式发电与配电网的协调发展与技术展望[J]. 电气技术, 2017, 18(3): 5-9.
[2] 彭光斌, 李阳, 黄培东. 考虑静态电压稳定性的分布式电源优化布置研究[J]. 电气技术, 2016, 17(11): 48-52.
[3] 张建华, 曾博, 张玉莹, 等. 主动配电网规划关键问题与研究展望[J]. 电工技术学报, 2014, 29(2): 13-23.
[4] 肖浩, 裴玮, 邓卫, 等. 分布式电源对配电网电压的影响分析及其优化控制策略[J]. 电工技术学报, 2016, 31(S1): 203-213.
[5] 白晓清, 赵瞻, 鲍海波. 基于CLARA算法的考虑时序特性分布式电源规划[J]. 电力自动化设备, 2016, 36(5): 14-22, 29.
[6] 张沈习, 李珂, 程浩忠, 等. 考虑相关性的间歇性分布式电源选址定容规划[J]. 电力系统自动化, 2015, 39(8): 53-58, 140.
[7] Zhang Shenxi, Cheng Haozhong, Li Ke, et al.Optimal siting and sizing of intermittent distributed generators in distribution system[J]. IEEJ Transactions on Elec- trical and Electronic Engineering, 2015, 10(6): 628-635.
[8] 赵金利, 于莹莹, 李鹏, 等. 一种基于锥优化的DG优化配置快速计算方法[J]. 电工技术学报, 2014, 29(12): 173-179.
[9] Singh B, Mukherjee V, Tiwari P.GA-based multi- objective optimization for distributed generations planning with DLMs in distribution power systems[J]. Journal of Electrical Systems & Information Technology, 2017, 4(1): 62-94.
[10] 陈罡, 陶顺, 骆晨, 等. 一种分布式电源选址定容的两阶段优化规划方法[J]. 电测与仪表, 2016, 53(19): 93-99.
[11] 陈聪伟, 江修波, 刘丽军. 考虑时序与储能配合的分布式电源优化配置研究[J]. 电气技术, 2017, 18(6): 41-47.
[12] 陈建建, 赵彩虹, 高星辰, 等. 配电网中分布式电源的优化配置研究[J]. 电气技术, 2016, 17(5): 36-40, 44.
[13] Grigg C, Wong P, Albrecht P, et al.The IEEE reliability test system-1996[J]. IEEE Transactions on Power Systems, 1999, 14(3): 1010.
[14] 钱科军, 袁越, 石晓丹, 等. 分布式发电的环境效益分析[J]. 中国电机工程学报, 2008, 28(29): 11-15.
[15] 王群, 董文略, 杨莉. 基于Wasserstein距离和改进K-medoids聚类的风电/光伏经典场景集生成算法[J]. 中国电机工程学报, 2015, 11(11): 2654-2661, 后插3.