Electric Power ›› 2025, Vol. 58 ›› Issue (7): 115-127.DOI: 10.11930/j.issn.1004-9649.202412113
Previous Articles Next Articles
					
													SHEN Yunwei(
), CEN Wenyu(
), ZHOU Bo
												  
						
						
						
					
				
Received:2024-12-30
															
							
															
							
															
							
																	Online:2025-07-30
															
							
							
																	Published:2025-07-28
															
							
						Supported by:CLC Number:
SHEN Yunwei, CEN Wenyu, ZHOU Bo. Optimization Strategy for Virtual Power Plant Combined Electric Energy and Peak Regulation Market Considering Differentiated Quotation of Power Supply Equipment[J]. Electric Power, 2025, 58(7): 115-127.
| VPP数量/台 | 参与报价 设备数量  | 最优报价 生成时间/s  | 模型求解 时间/s  | 报价成功 率/%  | ||||
| 3 | 11 | 1.67 | 100.00 | |||||
| 9 | 33 | 2.81 | 100.00 | |||||
| 27 | 99 | 6.03 | 98.99 | |||||
| 81 | 297 | 10.35 | 97.95 | |||||
| 243 | 891 | 20.96 | 97.47 | 
Table 1 Feasibility analysis of the bi-level model
| VPP数量/台 | 参与报价 设备数量  | 最优报价 生成时间/s  | 模型求解 时间/s  | 报价成功 率/%  | ||||
| 3 | 11 | 1.67 | 100.00 | |||||
| 9 | 33 | 2.81 | 100.00 | |||||
| 27 | 99 | 6.03 | 98.99 | |||||
| 81 | 297 | 10.35 | 97.95 | |||||
| 243 | 891 | 20.96 | 97.47 | 
| 1 | 魏春晖, 单林森, 胡大栋, 等. 面向需求响应的园区虚拟电厂优化调度策略[J]. 中国电力, 2025, 58 (6): 112- 121. | 
| WEI Chunhui, SHAN Linsen, HU Dadong, et al. Optimal scheduling strategy of park-level virtual power plant for demand response[J]. Electric Power, 2025, 58 (6): 112- 121. | |
| 2 |  
											汪进锋, 李金鹏, 许银亮, 等. 考虑不确定性和绿证交易的虚拟电厂与配电网分布式优化[J]. 中国电力, 2025, 58 (4): 21- 30. 
																							 DOI  | 
										
|  
											WANG Jinfeng, LI Jinpeng, XU Yinliang, et al. Distributed optimization for VPP and distribution network operation considering uncertainty and green certificate market[J]. Electric Power, 2025, 58 (4): 21- 30. 
																							 DOI  | 
										|
| 3 |  
											谢开, 刘敦楠, 李竹, 等. 适应新型电力系统的多维协同电力市场体系[J]. 电力系统自动化, 2024, 48 (4): 2- 12. 
																							 DOI  | 
										
|  
											XIE Kai, LIU Dunnan, LI Zhu, et al. Multi-dimensional collaborative electricity market system for new power system[J]. Automation of Electric Power Systems, 2024, 48 (4): 2- 12. 
																							 DOI  | 
										|
| 4 | 孙冬川, 孙亮, 孔令乾, 等. 基于深度强化学习的多能虚拟电厂优化调度[J]. 东北电力大学学报, 2024, 44 (3): 102- 111. | 
| SUN Dongchuan, SUN Liang, KONG Lingqian, et al. Deep reinforcement learning-based optimal scheduling for multi-energy virtual power plant[J]. Journal of Northeast Electric Power University, 2024, 44 (3): 102- 111. | |
| 5 |  
											周洋, 黄德志, 李培栋, 等. 考虑平衡端点相位不对称及光伏接入的低压配电网三相潮流模型[J]. 中国电力, 2024, 57 (10): 190- 198. 
																							 DOI  | 
										
|  
											ZHOU Yang, HUANG Dezhi, LI Peidong, et al. A three-phase power flow model for low-voltage distribution networks considering balanced bus phase asymmetry and photovoltaic access[J]. Electric Power, 2024, 57 (10): 190- 198. 
																							 DOI  | 
										|
| 6 |  
											王辉, 周珂锐, 吴作辉, 等. 含电转气和碳捕集耦合的综合能源系统多时间尺度优化调度[J]. 中国电力, 2024, 57 (8): 214- 226. 
																							 DOI  | 
										
|  
											WANG Hui, ZHOU Kerui, WU Zuohui, et al. Multi-time scale optimal scheduling of integrated energy system coupling power-to-gas and carbon capture system[J]. Electric Power, 2024, 57 (8): 214- 226. 
																							 DOI  | 
										|
| 7 | 何知纯, 谢敏, 黄莹, 等. 基于连续隐马尔可夫模型的风水火联合低碳检修优化[J]. 南方能源建设, 2023, 10 (4): 43- 56. | 
| HE Zhichun, XIE Min, HUANG Ying, et al. Wind power, hydropower and thermal power combined low-carbon maintenance optimization based on continuous hidden Markov model[J]. Southern Energy Construction, 2023, 10 (4): 43- 56. | |
| 8 | 卢志刚, 师锛博, 何良策, 等. 基于碳捕集与封存-电转气-电解熔融盐协同的虚拟电厂优化调度[J]. 电网技术, 2023, 47 (8): 3088- 3103. | 
| LU Zhigang, SHI Benbo, HE Liangce, et al. Optimal scheduling of virtual power plant based on CCS-P2G-EMC collaboration[J]. Power System Technology, 2023, 47 (8): 3088- 3103. | |
| 9 | 李翼成, 赵钰婷, 崔杨, 等. 考虑充放电策略的换电站与风电-碳捕集虚拟电厂的低碳经济调度[J]. 电力自动化设备, 2023, 43 (6): 27- 36. | 
| LI Yicheng, ZHAO Yuting, CUI Yang, et al. Low-carbon economic dispatching of battery swapping station and wind power-carbon capture virtual power plant considering charging and discharging strategy[J]. Electric Power Automation Equipment, 2023, 43 (6): 27- 36. | |
| 10 | 周亦洲, 吴俊钊, 孙国强, 等. 面向多级电-碳耦合市场的虚拟电厂两阶段鲁棒交易策略[J]. 电力系统自动化, 2024, 48 (18): 38- 46. | 
| ZHOU Yizhou, WU Junzhao, SUN Guoqiang, et al. Two-stage robust trading strategy for virtual power plant in multi-level electricity-carbon coupling market[J]. Automation of Electric Power Systems, 2024, 48 (18): 38- 46. | |
| 11 | 王瑞东, 吴杰康, 蔡志宏, 等. 多协同市场下含电动汽车虚拟电厂的优化调度[J]. 南方电网技术, 2021, 15 (12): 45- 55. | 
| WANG Ruidong, WU Jiekang, CAI Zhihong, et al. Optimal dispatching of virtual power plant containing electric vehicles in multi-cooperative market[J]. Southern Power System Technology, 2021, 15 (12): 45- 55. | |
| 12 | 孙辉, 范轩轩, 胡姝博, 等. 虚拟电厂参与日前电力市场的内外协调竞标策略[J]. 电网技术, 2022, 46 (4): 1248- 1262. | 
| SUN Hui, FAN Xuanxuan, HU Shubo, et al. Internal and external coordination bidding strategy of virtual power plant participating in day-ahead power market[J]. Power System Technology, 2022, 46 (4): 1248- 1262. | |
| 13 |  
											ZHANG M Y, XU Y L, SUN H B. Optimal coordinated operation for a distribution network with virtual power plants considering load shaping[J]. IEEE Transactions on Sustainable Energy, 2023, 14 (1): 550- 562. 
																							 DOI  | 
										
| 14 | 宋梦, 经昕怡, 蔡昀峰, 等. 基于产消者能量-备用联合共享的虚拟电厂优化运营方法[J]. 电力系统自动化, 2024, 48 (18): 3- 13. | 
| SONG Meng, JING Xinyi, CAI Yunfeng, et al. Optimal operation method for virtual power plant based on joint sharing of energy and reserve of prosumers[J]. Automation of Electric Power Systems, 2024, 48 (18): 3- 13. | |
| 15 | 张钧钊, 姜欣, 段世杰, 等. 虚拟电厂参与电-碳联合市场运行的竞价策略研究[J]. 电力系统保护与控制, 2023, 51 (11): 108- 118. | 
| ZHANG Junzhao, JIANG Xin, DUAN Shijie, et al. Bidding strategy for a virtual power plant to participate in the power-carbon joint market[J]. Power System Protection and Control, 2023, 51 (11): 108- 118. | |
| 16 | 张继行, 张一, 王旭, 等. 基于多代理强化学习的多新型市场主体虚拟电厂博弈竞价及效益分配策略[J]. 电网技术, 2024, 48 (5): 1980- 1991. | 
| ZHANG Jihang, ZHANG Yi, WANG Xu, et al. Game bidding and benefit allocation strategies for virtual power plants with multiple new market entities based on multi-agent reinforcement learning[J]. Power System Technology, 2024, 48 (5): 1980- 1991. | |
| 17 | 刘蓉晖, 赵增凯, 孙改平, 等. 考虑不同风险偏好的虚拟电厂优化策略及利润分配[J]. 电力自动化设备, 2021, 41 (4): 154- 161. | 
| LIU Ronghui, ZHAO Zengkai, SUN Gaiping, et al. Optimization strategy and profit allocation of virtual power plant considering different risk preference[J]. Electric Power Automation Equipment, 2021, 41 (4): 154- 161. | |
| 18 | 李新聪, 黄滢, 李振坤, 等. 基于条件风险价值的虚拟电厂优化运行与收益分配[J/OL]. 现代电力, 2024: 1–12. (2024-08-26). https://link.cnki.net/doi/10.19725/j.cnki.1007-2322.2023.0263 | 
| LI Xincong, HUANG Ying, LI Zhenkun, et al. Optimal operation and profit allocation of virtual power plants based on conditional value-at-risk[J/OL]. Modern Electric Power, 2024: 1–12. (2024-08-26). https://link.cnki.net/doi/10.19725/j.cnki.1007-2322.2023.0263. | |
| 19 | 任涵钰, 王昀, 谢海鹏, 等. 计及综合需求响应与动态收益分配的园区运营商电-热联合竞标策略[J]. 电网技术, 2024, 48 (7): 2734- 2744. | 
| REN Hanyu, WANG Yun, XIE Haipeng, et al. Joint electricity-heat decision-making strategy for park operator considering integrated demand response and dynamic revenue registration[J]. Power System Technology, 2024, 48 (7): 2734- 2744. | |
| 20 |  
											LI Y, HAN M, YANG Z, et al. Coordinating flexible demand response and renewable uncertainties for scheduling of community integrated energy systems with an electric vehicle charging station: a bi-level approach[J]. IEEE Transactions on Sustainable Energy, 2021, 12 (4): 2321- 2331. 
																							 DOI  | 
										
| 21 | QI X J, JIANG Z Q, ZHANG J J. Low-carbon joint dispatch of integrated energy systems based on differentiated dynamic pricing mechanisms[J]. International Journal of Electrical Power & Energy Systems, 2024, 156, 109774. | 
| 22 | 尚楠, 陈政, 冷媛. 电碳市场背景下典型环境权益产品衔接互认机制及关键技术[J]. 中国电机工程学报, 2024, 44 (7): 2558- 2578. | 
| SHANG Nan, CHEN Zheng, LENG Yuan. Mutual recognition mechanism and key technologies of typical environmental interest products in power and carbon markets[J]. Proceedings of the CSEE, 2024, 44 (7): 2558- 2578. | |
| 23 | 于浩, 沈运帷, 林顺富, 等. 考虑用户心理的商业楼宇集群能量共享优化策略[J]. 电网技术, 2022, 46 (11): 4423- 4434. | 
| YU Hao, SHEN Yunwei, LIN Shunfu, et al. Optimization strategies for energy sharing in commercial building clusters considering user psychology[J]. Power System Technology, 2022, 46 (11): 4423- 4434. | |
| 24 | 李达, 杨珂, 郭庆雷. 面向虚拟电厂电力交易的隐私保护结算模型[J]. 电网技术, 2024, 48 (9): 3713- 3723. | 
| LI Da, YANG Ke, GUO Qinglei. A privacy-preserving settlement model for power transactions in virtual power plants[J]. Power System Technology, 2024, 48 (9): 3713- 3723. | |
| 25 | 李逸超, 胥栋, 徐刚, 等. 计及碳捕集和多能流的虚拟电厂多目标优化调度[J]. 浙江电力, 2023, 42 (10): 34- 44. | 
| LI Yichao, XU Dong, XU Gang, et al. Multi-objective optimal scheduling of virtual power plant considering carbon capture and multi-energy flow[J]. Zhejiang Electric Power, 2023, 42 (10): 34- 44. | |
| 26 | 顾洁, 白凯峰, 时亚军. 基于多主体主从博弈优化交互机制的区域综合能源系统优化运行[J]. 电网技术, 2019, 43 (9): 3119- 3134. | 
| GU Jie, BAI Kaifeng, SHI Yajun. Optimized operation of regional integrated energy system based on multi-agent master-slave game optimization interaction mechanism[J]. Power System Technology, 2019, 43 (9): 3119- 3134. | |
| 27 | 张叶青, 陈文彬, 徐律军, 等. 面向多虚拟电厂的分层分区多层互补动态聚合调控策略[J]. 发电技术, 2024, 45 (1): 162- 169. | 
| ZHANG Yeqing, CHEN Wenbin, XU Lüjun, et al. Multi-virtual power plant-oriented dynamic aggregation control strategy based on hierarchical partition and multi-layer complementation[J]. Power Generation Technology, 2024, 45 (1): 162- 169. | |
| 28 | 傅铮, 王峰, 王若宇, 等. 基于时序生产模拟的需求侧响应促进新能源消纳量化分析[J]. 浙江电力, 2024, 43 (9): 39- 48. | 
| FU Zheng, WANG Feng, WANG Ruoyu, et al. Quantitative analysis of renewable energy consumption promoted by demand-side response based on time-series production simulation[J]. Zhejiang Electric Power, 2024, 43 (9): 39- 48. | 
| [1] | LIU Junhui, GONG Jian, TONG Bingshen, LI Songjie, ZHANG Yihan, CUI Shichang, TIAN Chunzheng, ZHANG Yongbin. Coordinated Optimization Method for Virtual Power Plants and Distribution Networks Considering Distributed Energy Storage and Photovoltaics [J]. Electric Power, 2025, 58(6): 1-9. | 
| [2] | LIU Gang, TIAN Zhihao, HUANG Yingfeng, BAI Shibin, ZHANG Yue, LI Tong, DING Zhenhuan. Consistency Economic Dispatch Method for Power Systems Considering Virtual Power Plants [J]. Electric Power, 2025, 58(6): 105-111. | 
| [3] | WEI Chunhui, SHAN Linsen, HU Dadong, GAO Qianheng, ZHANG Xinsong, XUE Xiaocen. Optimal Scheduling Strategy of Park-level Virtual Power Plant for Demand Response [J]. Electric Power, 2025, 58(6): 112-121. | 
| [4] | WANG Jinfeng, LI Jinpeng, XU Yinliang, LIU Haitao, HE Jinxiong, XU Jianyuan. Distributed Optimization for VPP and Distribution Network Operation Considering Uncertainty and Green Certificate Market [J]. Electric Power, 2025, 58(4): 21-30, 192. | 
| [5] | Mingbing LI, Qiang LI, Xiyang GUAN, Haoyang ZHOU, Rui LU, Yankun FENG. Market Oriented Low-Carbon Optimal Scheduling of Virtual Power Plants Considering Multiple User-Side Resources Coordination [J]. Electric Power, 2025, 58(2): 66-76. | 
| [6] | Ke YANG, Dong WANG, Da LI, Wangjun ZHANG, Ga XIANG, Jun LI. Network Security Risk Assessment Index System and Calculation for Virtual Power Plant [J]. Electric Power, 2024, 57(8): 130-137. | 
| [7] | Zhongkai YI, Langbo HOU, Ying XU, Yongfeng WU, Zhimin LI, Junfei WU, Teng FENG, Liu HAN. Aggregation and Operation Key Technology of Virtual Power Plant with Flexible Resources in Electricity Market Environment: Review [J]. Electric Power, 2024, 57(12): 82-96. | 
| [8] | Rui ZHU, Yiding OU, Xiaotian LI, Xingyu LEI, Yuqing ZHOU, Poyang ZHANG, Rui OU. Evaluation of Virtual Power Plant Flexibility Resources Based on External Characteristic Equivalence [J]. Electric Power, 2024, 57(1): 30-39. | 
| [9] | Ying ZHOU, Xuefeng BAI, Yang WANG, Min QIU, Chong SUN, Yajie WU, Bin LI. Analysis and Evolution Trend of Temperature-Sensitive Loads for Virtual Power Plant Operation [J]. Electric Power, 2024, 57(1): 9-17. | 
| [10] | Tianqi SONG, Zhipeng LV, Zhenhao SONG, Yunting MA, Zhihui ZHANG, Shan ZHOU, Hao LI. Research and Thinking on the Aggregation and Dispatching Control Framework of Virtual Power Plant's Large Scale Flexible Resources [J]. Electric Power, 2024, 57(1): 2-8. | 
| [11] | Mengfei XIE, Gaoquan MA, Bin LIU, Zhenning PAN, Yunfeng SHANG. Virtual Power Plant Quotation Strategy Based on Information Gap Decision Theory [J]. Electric Power, 2024, 57(1): 40-50. | 
| [12] | Yunchen FENG, Heping JIA, Min YAN, Genzhu LI, Le LIU, Dunnan LIU. Operation Optimization Method for Virtual Power Plant Participating in Clean Heating Based on Time-of-Use Tariff of Wind Power [J]. Electric Power, 2024, 57(1): 51-60. | 
| [13] | Ting ZHOU, Yudong TAN, Jin SUN, Ming WEN, Jing LIAO, Yang LI, Gong LIU, Dunnan LIU. Collaborative Optimization Strategy for Virtual Power Plant Participating in Energy and Ancillary Service Market [J]. Electric Power, 2024, 57(1): 61-70. | 
| [14] | Shuhan ZHANG, Qian AI, Xiaolu LI, Di WANG. Improved PBFT Consensus Mechanism for Multi-virtual Power Plant Transactions [J]. Electric Power, 2024, 57(1): 71-81, 157. | 
| [15] | Ying ZHANG, Yan WEN, Yu JI, Juan ZUO, Wenbo WANG. Calculation of Day-Ahead Frequency Regulation Capacity for Virtual Power Plants Based on Analytical Target Cascading Method [J]. Electric Power, 2024, 57(1): 82-90. | 
| Viewed | ||||||
| 
										Full text | 
									
										 | 
								|||||
| 
										Abstract | 
									
										 | 
								|||||
