Electric Power ›› 2023, Vol. 56 ›› Issue (12): 58-68.DOI: 10.11930/j.issn.1004-9649.202305036
• Planning, Operation and Power Transaction of Distributed Smart Grid • Previous Articles Next Articles
					
													Li ZHOU1(
), Chuanyu XIONG1, Fangchao KE1, Zhiwei LI1, Hong ZHANG1, Ran CHEN1, Wanfang LIU1, Yazhou YU2, Liqin REN2
												  
						
						
						
					
				
Received:2023-05-08
															
							
															
							
																	Accepted:2023-08-06
															
							
																	Online:2023-12-23
															
							
							
																	Published:2023-12-28
															
							
						Supported by:Li ZHOU, Chuanyu XIONG, Fangchao KE, Zhiwei LI, Hong ZHANG, Ran CHEN, Wanfang LIU, Yazhou YU, Liqin REN. Economic Operation Method of Active Distribution Network Based on Blockchain and Endowment Effect[J]. Electric Power, 2023, 56(12): 58-68.
| 参与主体 | 信誉值 | |||||||
| <200 kW | 200~400 kW | 400~600 kW | >600 kW | |||||
| 电力用户 | 0.75 | 0.80 | 0.85 | 0.90 | ||||
| 分布式电源 | 0.80 | 0.85 | 0.90 | 0.95 | ||||
| 储能设备 | 0.70 | 0.75 | 0.80 | 0.85 | ||||
| 外部电网 | 0.60 | |||||||
Table 1 Initial credit values of participants of different types and powers
| 参与主体 | 信誉值 | |||||||
| <200 kW | 200~400 kW | 400~600 kW | >600 kW | |||||
| 电力用户 | 0.75 | 0.80 | 0.85 | 0.90 | ||||
| 分布式电源 | 0.80 | 0.85 | 0.90 | 0.95 | ||||
| 储能设备 | 0.70 | 0.75 | 0.80 | 0.85 | ||||
| 外部电网 | 0.60 | |||||||
| 参与主体 | 功率/kW | 运行维护系数/(kW·元–1) | 数量/个 | 初始信誉值 | ||||
| 电力用户1 | 200 | 1 | 0.75 | |||||
| 电力用户2 | 450 | 1 | 0.85 | |||||
| 电力用户3 | 300 | 2 | 0.80 | |||||
| 光伏机组 | 300 | 0.63 | 1 | 0.85 | ||||
| 风电机组 | 300 | 0.85 | 1 | 0.85 | ||||
| 储能设备1 | 400 | 0.38 | 2 | 0.75 | ||||
| 储能设备2 | 600 | 0.38 | 2 | 0.80 | ||||
| 外部电网 | 0.60 | 
Table 2 Parameter settings of comparison schemes
| 参与主体 | 功率/kW | 运行维护系数/(kW·元–1) | 数量/个 | 初始信誉值 | ||||
| 电力用户1 | 200 | 1 | 0.75 | |||||
| 电力用户2 | 450 | 1 | 0.85 | |||||
| 电力用户3 | 300 | 2 | 0.80 | |||||
| 光伏机组 | 300 | 0.63 | 1 | 0.85 | ||||
| 风电机组 | 300 | 0.85 | 1 | 0.85 | ||||
| 储能设备1 | 400 | 0.38 | 2 | 0.75 | ||||
| 储能设备2 | 600 | 0.38 | 2 | 0.80 | ||||
| 外部电网 | 0.60 | 
| 方案 | 用户用电成本 | 分布式电源效益 | 储能设备效益 | 系统总体效益 | ||||
| 1 | 15001.2 | 1726.7 | 598.6 | 6796.3 | ||||
| 2 | 14355.7 | 1920.1 | 726.8 | 7509.4 | ||||
| 3 | 13735.5 | 2012.6 | 769.3 | 8337.6 | 
Table 3 Comparison of economic benefits of three schemes 单位:元
| 方案 | 用户用电成本 | 分布式电源效益 | 储能设备效益 | 系统总体效益 | ||||
| 1 | 15001.2 | 1726.7 | 598.6 | 6796.3 | ||||
| 2 | 14355.7 | 1920.1 | 726.8 | 7509.4 | ||||
| 3 | 13735.5 | 2012.6 | 769.3 | 8337.6 | 
|   |  售电收益 | 用户用电成本 | 系统总体效益 | |||
| 0.70 | 21861.5 | 13735.5 | 8337.6 | |||
| 0.75 | 21715.7 | 13967.8 | 7962.7 | |||
| 0.80 | 21390.3 | 14309.3 | 7293.8 | |||
| 0.85 | 21277.6 | 14579.8 | 6910.6 | |||
| 0.90 | 21238.1 | 14654.6 | 6798.3 | |||
| 0.95 | 21183.2 | 14723.2 | 6674.8 | |||
| 1.00 | 21149.1 | 14829.9 | 6534.2 | 
Table 4 Comparison of total system benefits in Scheme 3 under different confidence levels 单位:元
|   |  售电收益 | 用户用电成本 | 系统总体效益 | |||
| 0.70 | 21861.5 | 13735.5 | 8337.6 | |||
| 0.75 | 21715.7 | 13967.8 | 7962.7 | |||
| 0.80 | 21390.3 | 14309.3 | 7293.8 | |||
| 0.85 | 21277.6 | 14579.8 | 6910.6 | |||
| 0.90 | 21238.1 | 14654.6 | 6798.3 | |||
| 0.95 | 21183.2 | 14723.2 | 6674.8 | |||
| 1.00 | 21149.1 | 14829.9 | 6534.2 | 
| 1 | 张运洲, 张宁, 代红才, 等. 中国电力系统低碳发展分析模型构建与转型路径比较[J]. 中国电力, 2021, 54 (3): 1- 11. | 
| ZHANG Yunzhou, ZHANG Ning, DAI Hongcai, et al. Model construction and pathways of low-carbon transition of China’s power system[J]. Electric Power, 2021, 54 (3): 1- 11. | |
| 2 | 茹秋实, 米雪峰, 宋志刚, 等. 考虑储能-智能软开关的主动配电网混合时间尺度鲁棒优化[J]. 中国电力, 2022, 55 (9): 129- 139. | 
| RU Qiushi, MI Xuefeng, SONG Zhigang, et al. Hybrid-timescale robust optimization in active distribution network with energy storage system-soft open point[J]. Electric Power, 2022, 55 (9): 129- 139. | |
| 3 | 田宇, 黄婧, 谢枭, 等. 主动配电网无功补偿和OLTC鲁棒多目标优化配置[J]. 中国电力, 2023, 56 (3): 94- 99. | 
| TIAN Yu, HUANG Jing, XIE Xiao, et al. Multi-objective optimal allocation of reactive compensation and OLTC in active distribution network[J]. Electric Power, 2023, 56 (3): 94- 99. | |
| 4 | 黄河, 高松, 朱磊, 等. 考虑多能互补的主动配电网规划与高效Benders求解方法[J]. 中国电力, 2019, 52 (6): 11- 18. | 
| HUANG He, GAO Song, ZHU Lei, et al. Active distribution network planning model and benders solution strategy considering multi-energy complementation[J]. Electric Power, 2019, 52 (6): 11- 18. | |
| 5 | 邢海军, 谢宝江, 秦建, 等. 考虑CVR的主动配电网优化运行方法[J]. 中国电力, 2021, 54 (11): 76- 81. | 
| XING Haijun, XIE Baojiang, QIN Jian, et al. Active distribution network optimal operation considering conservation voltage reduction[J]. Electric Power, 2021, 54 (11): 76- 81. | |
| 6 | 庞凯元, 王崇宇, 文福拴, 等. 主动配电网灵活孤岛划分与实时调度策略[J]. 电力系统自动化, 2022, 46 (22): 13- 24. | 
| PANG Kaiyuan, WANG Chongyu, WEN Fushuan, et al. Flexible islanding participation and real-time scheduling strategy for active distribution network[J]. Automation of Electric Power Systems, 2022, 46 (22): 13- 24. | |
| 7 | 叶畅, 苗世洪, 刘昊, 等. 联盟链框架下主动配电网电力交易主体合作演化策略[J]. 电工技术学报, 2020, 35 (8): 1739- 1753. | 
| YE Chang, MIAO Shihong, LIU Hao, et al. Cooperative evolutionary game strategy for electricity trading stakeholders in active distribution network under consortium blockchain framework[J]. Transactions of China Electrotechnical Society, 2020, 35 (8): 1739- 1753. | |
| 8 |  
											陈涛, 刘洋, 李文峰, 等. 基于区块链技术的微网自适应定价策略及经济调度方法[J]. 电力建设, 2021, 42 (6): 17- 28. 
																							 DOI  | 
										
|  
											CHEN Tao, LIU Yang, LI Wenfeng, et al. Adaptive microgrid price-making strategy and economic dispatching method based on blockchain technology[J]. Electric Power Construction, 2021, 42 (6): 17- 28. 
																							 DOI  | 
										|
| 9 |  
											穆程刚, 丁涛, 曲明, 等. 基于区块链的表后微网系统及其点对点能量块交易模型设计[J]. 中国电机工程学报, 2021, 41 (20): 6927- 6941. 
																							 DOI  | 
										
|  
											MU Chenggang, DING Tao, QU Ming, et al. Blockchain-oriented behind-the-meter microgrid and its peer-to-peer distributed transaction model with energy blocks[J]. Proceedings of the CSEE, 2021, 41 (20): 6927- 6941. 
																							 DOI  | 
										|
| 10 | 沈泽宇, 陈思捷, 严正, 等. 基于区块链的分布式能源交易技术[J]. 中国电机工程学报, 2021, 41 (11): 3841- 3851. | 
| SHEN Zeyu, CHEN Sijie, YAN Zheng, et al. Distributed energy trading technology based on blockchain[J]. Proceedings of the CSEE, 2021, 41 (11): 3841- 3851. | |
| 11 |  
											张利华, 胡方舟, 黄阳, 等. 基于联盟链的微电网身份认证协议[J]. 应用科学学报, 2020, 38 (1): 173- 183. 
																							 DOI  | 
										
|  
											ZHANG Lihua, HU Fangzhou, HUANG Yang, et al. Identity authentication protocol of micro-grid power based on consortium blockchain[J]. Journal of Applied Sciences, 2020, 38 (1): 173- 183. 
																							 DOI  | 
										|
| 12 | 祝垒, 陈中, 颜云松, 等. 基于权威证明的微电网分层交易策略[J]. 电网技术, 2021, 45 (11): 4356- 4365. | 
| ZHU Lei, CHEN Zhong, YAN Yunsong, et al. Hierarchical transaction strategy of microgrid based on proof of authority[J]. Power System Technology, 2021, 45 (11): 4356- 4365. | |
| 13 | 杨晓东, 张有兵, 卢俊杰, 等. 基于区块链技术的能源局域网储能系统自动需求响应[J]. 中国电机工程学报, 2017, 37 (13): 3703- 3716. | 
| YANG Xiaodong, ZHANG Youbing, LU Junjie, et al. Blockchain-based automated demand response method for energy storage system in an energy local network[J]. Proceedings of the CSEE, 2017, 37 (13): 3703- 3716. | |
| 14 |  
											尤宏亮, 赵哲源, 刘建戈, 等. 基于区块链的电力需求响应交易机制研究与实现[J]. 电力需求侧管理, 2022, 24 (1): 28- 33. 
																							 DOI  | 
										
|  
											YOU Hongliang, ZHAO Zheyuan, LIU Jiange, et al. Research and implementation of blockchain-based electrical power demand response transaction system[J]. Power Demand Side Management, 2022, 24 (1): 28- 33. 
																							 DOI  | 
										|
| 15 | 陈冠廷, 张利, 刘宁宁, 等. 基于区块链的面向居民用户需求响应交易机制[J]. 电力自动化设备, 2020, 40 (8): 9- 17. | 
| CHEN Guanting, ZHANG Li, LIU Ningning, et al. Blockchain-based transaction mechanism for residential users demand response[J]. Electric Power Automation Equipment, 2020, 40 (8): 9- 17. | |
| 16 |  
											王蓓蓓, 王骐鑫, 李雅超, 等. 区块链环境下考虑信用的需求响应资源交易机制[J]. 电力系统自动化, 2021, 45 (5): 30- 38. 
																							 DOI  | 
										
|  
											WANG Beibei, WANG Qixin, LI Yachao, et al. Transaction mechanism of demand response resource considering credit in blockchain environment[J]. Automation of Electric Power Systems, 2021, 45 (5): 30- 38. 
																							 DOI  | 
										|
| 17 | KAHNEMAN D, KNETSCH J L, THALER R H. Experimental tests of the endowment effect and the Coase theorem[J]. Journal of Political Economy, 1990, 98 (6): 1325- 1348. | 
| 18 | LIU J Q, WANG W, LI D, et al. Role of gifts in decision making: an endowment effect incentive mechanism for offloading in the IoV[J]. IEEE Internet of Things Journal, 2019, 6 (4): 6933- 6951. | 
| 19 |  
											王雨格, 孟全省, 陈秉谱. 产权强度对公益林区林地流转的影响: 基于禀赋效应与安全感知视角[J]. 资源科学, 2021, 43 (1): 161- 170. 
																							 DOI  | 
										
|  
											WANG Yuge, MENG Quanxing, CHEN Bingpu. Impact of forest land tenure security on the circulation of ecological forest land: from the perspective of endowment effect and security perception[J]. Resources Science, 2021, 43 (1): 161- 170. 
																							 DOI  | 
										|
| 20 | 李力行, 苗世洪, 孙丹丹, 等. 多利益主体参与下主动配电网完全信息动态博弈行为[J]. 电工技术学报, 2018, 33 (15): 3499- 3509. | 
| LI Lixing, MIAO Shihong, SUN Dandan, et al. Dynamic games of complete information in active distribution network with multi-stakeholder participation[J]. Transactions of China Electrotechnical Society, 2018, 33 (15): 3499- 3509. | |
| 21 | 龚钢军, 杨晟, 王慧娟, 等. 综合能源服务区块链的网络架构、交互模型与信用评价[J]. 中国电机工程学报, 2020, 40 (18): 5897- 5911. | 
| GONG Gangjun, YANG Sheng, WANG Huijuan, et al. Network architecture, interaction model and credit evaluation of integrated energy service blockchain[J]. Proceedings of the CSEE, 2020, 40 (18): 5897- 5911. | |
| 22 | 龚诚嘉锐, 林顺富, 边晓燕, 等. 基于多主体主从博弈的负荷聚合商经济优化模型[J]. 电力系统保护与控制, 2022, 50 (2): 30- 40. | 
| GONG Chengjiarui, LIN Shunfu, BIAN Xiaoyan, et al. Economic optimization model of a load aggregator based on the multi-agent Stackelberg game[J]. Power System Protection and Control, 2022, 50 (2): 30- 40. | |
| 23 | 张靖琛, 于鹤洋, 周自强, 等. 面向负荷聚合商的智能合约微服务架构设计及实现[J]. 电力系统自动化, 2022, 46 (21): 125- 133. | 
| ZHANG Jingchen, YU Heyang, ZHOU Ziqiang, et al. Design and implementation of smart contract micro-service architecture for load aggregator[J]. Automation of Electric Power Systems, 2022, 46 (21): 125- 133. | |
| 24 | 靳开元, 杨建华, 陈正, 等. 基于区块链的分布式光伏就地消纳交易模式研究[J]. 中国电力, 2021, 54 (5): 8- 16. | 
| JIN Kaiyun, YANG Jianhua, CHEN Zheng, et al. Blockchain-based transaction model of distributed photovoltaic generation for local power consumption[J]. Electric Power, 2021, 54 (5): 8- 16. | |
| 25 | 沈泽宇, 陈思捷, 严正, 等. 基于区块链的多能协同运行(二): 仿真平台与算例[J]. 中国电机工程学报, 2022, 42 (10): 3527- 3538. | 
| SHEN Zeyu, CHEN Sijie, YAN Zheng, et al. Multi-energy synergy and co-optimization based on blockchain(part Ⅱ): platform and case[J]. Proceedings of the CSEE, 2022, 42 (10): 3527- 3538. | 
| [1] | WANG Shiqian, HAN Ding, WANG Nan, BAI Hongkun, SONG Dawei, HU Caihong. Cooperative Scheduling of Active Distribution Network Based on Two Layer Master Slave Game [J]. Electric Power, 2025, 58(9): 105-114. | 
| [2] | BAO Hongyan, LIU Jicheng, LIU Ziyi, SUN Jiakang. A Two-layer Optimization Model for Active Distribution Networks Considering Electric-Hydrogen Hybrid Energy Storage Capacity Allocation [J]. Electric Power, 2025, 58(10): 27-38. | 
| [3] | Dongli JIA, Xiaoyu YANG, Keyan LIU, Xueshun YE, Zhao LI. Distribution Network Coordinate Operation Considering Net Load Uncertainty [J]. Electric Power, 2024, 57(9): 169-180. | 
| [4] | Pengfei FAN, Baoqin LI, Jiangwei HOU, Rong LI, Chongming SONG, Kaijun LIN. Economic Capacity Assessment of Renewables in Distribution Networks [J]. Electric Power, 2024, 57(7): 196-202. | 
| [5] | Jiawu WANG, Dianyun ZHAO, Changfeng LIU, Kang CHEN, Yumin ZHANG. Analytical Target Cascading Based Active Distribution Network Level Multi-agent Autonomous Collaborative Optimization [J]. Electric Power, 2024, 57(7): 214-226. | 
| [6] | Hao JIAO, Yanyan YIN, Chen WU, Jian LIU, Chunlei XU, Xian XU, Guoqiang SUN. Coordinated Optimization of Active and Reactive Power of Active Distribution Network Based on Safety Reinforcement Learning [J]. Electric Power, 2024, 57(3): 43-50. | 
| [7] | Tiecheng LI, Hui FAN, Weiming ZHANG, Xianzhi WANG, Yihong ZHANG, Zhihui DAI. Pilot Protection of New Energy Transmission Line in Active Distribution Network Based on 5G Communication [J]. Electric Power, 2024, 57(11): 139-150. | 
| [8] | Xundong GONG, Weijia GUO, Chen YANG, Li ZHOU, Xiaofeng DONG, Junpeng ZHU. Multi-stage Fault Recovery Strategy for Active Distribution Networks Based on Dynamic Islanding [J]. Electric Power, 2024, 57(1): 158-166. | 
| [9] | ZHU Pengcheng, LIU Zhaoyu, SUN Ke, XU Jie, HU Pengfei, JIANG Daozhuo. Optimal Scheduling of Honeycomb Distribution Network Based on BADMM [J]. Electric Power, 2023, 56(6): 90-100. | 
| [10] | YANG Ke, WANG Dong, LI Da, QIAN Xiaoyu, LI Jun. A Cross-Domain Identity Control Model for Electric Blockchain [J]. Electric Power, 2023, 56(5): 209-216. | 
| [11] | TIAN Yu, HUANG Jing, XIE Xiao, WANG Ruoxin, SHEN Danqing, HE Lina, YANG Kaifan, CHEN Ruke. Multi-objective Optimal Allocation of Reactive Compensation and OLTC in Active Distribution Network [J]. Electric Power, 2023, 56(3): 94-99. | 
| [12] | Tiecheng LI, Hui FAN, Qian ZANG, Jiangbo REN, Weiming ZHANG, Yibo WANG. Multi-point Synchronous Protection Scheme for Active Distribution Network Based on 5G Communication [J]. Electric Power, 2023, 56(11): 113-120. | 
| [13] | RU Qiushi, MI Xuefeng, SONG Zhigang, LIU Jintao, LEI Xia. Hybrid-Timescale Robust Optimization in Active Distribution Network with Energy Storage System-Soft Open Point [J]. Electric Power, 2022, 55(9): 129-139. | 
| [14] | ZHAO Bingzhen, LI Da, WANG Dong, GUO Qinglei, YU Guo. Research on Standard System of Energy and Electric Power Blockchain Technology [J]. Electric Power, 2022, 55(10): 191-200. | 
| [15] | LIU Xue, HU Ganggang, LI Jian, YANG Zhiping, WANG Ningling, GE Zhihua. Operation Characteristics and Load Distribution of CHP Units with Extraction-Condensate and Extraction-High Back Pressure Mode [J]. Electric Power, 2022, 55(10): 219-228. | 
| Viewed | ||||||
| 
										Full text | 
									
										 | 
								|||||
| 
										Abstract | 
									
										 | 
								|||||
