Electric Power ›› 2026, Vol. 59 ›› Issue (3): 1-13.DOI: 10.11930/j.issn.1004-9649.202510009
• Key Technologies of Local Energy System Operation Under Electric-Carbon Coordination • Previous Articles Next Articles
WEI Zhenbo(
), JIN Wenjie(
), ZANG Tianlei, ZHENG Jiaoyu, LUO Chenhao, ZHANG Xinyuan
Received:2025-10-10
Revised:2026-01-20
Online:2026-03-16
Published:2026-03-28
Supported by:WEI Zhenbo, JIN Wenjie, ZANG Tianlei, ZHENG Jiaoyu, LUO Chenhao, ZHANG Xinyuan. Low-carbon economic dispatch model of multi-region interconnected power system considering load low-carbon response capability[J]. Electric Power, 2026, 59(3): 1-13.
| 场景 | 总成本/万元 | 弃风弃光量/(MW·h) | 碳排放量/t |
| 1 | 139.46 | 206.34 | 3 161.43 |
| 2 | 135.55 | 95.33 | 3 057.26 |
| 3 | 135.16 | 76.34 | 3 037.65 |
| 4 | 133.96 | 44.66 | 3 009.14 |
Table 1 Operation results in different scenarios
| 场景 | 总成本/万元 | 弃风弃光量/(MW·h) | 碳排放量/t |
| 1 | 139.46 | 206.34 | 3 161.43 |
| 2 | 135.55 | 95.33 | 3 057.26 |
| 3 | 135.16 | 76.34 | 3 037.65 |
| 4 | 133.96 | 44.66 | 3 009.14 |
| 场景 | 各系统 独立运行 | 各系统 合作运行 | 考虑源荷间 低碳互动 | 考虑电碳 贡献因子 |
| 1 | √ | |||
| 2 | √ | |||
| 3 | √ | √ | ||
| 4 | √ | √ | ||
| 5 | √ | √ | √ |
Table 2 Scenario Setting
| 场景 | 各系统 独立运行 | 各系统 合作运行 | 考虑源荷间 低碳互动 | 考虑电碳 贡献因子 |
| 1 | √ | |||
| 2 | √ | |||
| 3 | √ | √ | ||
| 4 | √ | √ | ||
| 5 | √ | √ | √ |
| 场景 | 系统1碳 排放量 | 系统2碳 排放量 | 系统3碳 排放量 | 总碳排 放量 |
| 1 | 3 161.43 | 2 112.26 | 2 491.01 | 7 764.70 |
| 2 | 3 092.41 | 1 909.05 | 2 074.64 | 7 076.10 |
| 3 | 3 009.14 | 1 986.85 | 2 394.69 | 7 390.68 |
| 4 | 2 914.25 | 1 840.69 | 1 993.61 | 6 748.55 |
Table 3 System carbon emissions in different scenarios 单位:t
| 场景 | 系统1碳 排放量 | 系统2碳 排放量 | 系统3碳 排放量 | 总碳排 放量 |
| 1 | 3 161.43 | 2 112.26 | 2 491.01 | 7 764.70 |
| 2 | 3 092.41 | 1 909.05 | 2 074.64 | 7 076.10 |
| 3 | 3 009.14 | 1 986.85 | 2 394.69 | 7 390.68 |
| 4 | 2 914.25 | 1 840.69 | 1 993.61 | 6 748.55 |
| 场景 | 系统1成本 | 系统2成本 | 系统3成本 | 总成本 |
| 1 | 139.46 | 119.07 | 113.46 | 371.99 |
| 2 | 133.37 | 108.58 | 102.15 | 344.10 |
| 3 | 133.96 | 114.22 | 109.64 | 357.82 |
| 4 | 130.97 | 101.56 | 97.47 | 330.00 |
Table 4 System cost in different scenarios 单位:万元
| 场景 | 系统1成本 | 系统2成本 | 系统3成本 | 总成本 |
| 1 | 139.46 | 119.07 | 113.46 | 371.99 |
| 2 | 133.37 | 108.58 | 102.15 | 344.10 |
| 3 | 133.96 | 114.22 | 109.64 | 357.82 |
| 4 | 130.97 | 101.56 | 97.47 | 330.00 |
| 系统 | 独立运行成本 | 合作运行成本 | 最终成本 | 收益提升 |
| 1 | 139.46 | 130.97 | 125.47 | 13.99 |
| 2 | 119.07 | 101.56 | 105.07 | 14.00 |
| 3 | 113.46 | 97.47 | 99.46 | 14.00 |
Table 5 Benefit distribution of standard model 单位:万元
| 系统 | 独立运行成本 | 合作运行成本 | 最终成本 | 收益提升 |
| 1 | 139.46 | 130.97 | 125.47 | 13.99 |
| 2 | 119.07 | 101.56 | 105.07 | 14.00 |
| 3 | 113.46 | 97.47 | 99.46 | 14.00 |
| 系统 | 独立运 行成本 | 合作运 行成本 | 合作后支 付收益 | 最终成本 | 收益提升 |
| 1 | 139.46 | 130.97 | 3.51 | 127.46 | 12.00 |
| 2 | 119.07 | 101.56 | 3.19 | 98.37 | 20.70 |
| 3 | 113.46 | 97.48 | –6.69 | 104.17 | 9.29 |
Table 6 Benefit distribution based on energy-carbon contribution factor 单位:万元
| 系统 | 独立运 行成本 | 合作运 行成本 | 合作后支 付收益 | 最终成本 | 收益提升 |
| 1 | 139.46 | 130.97 | 3.51 | 127.46 | 12.00 |
| 2 | 119.07 | 101.56 | 3.19 | 98.37 | 20.70 |
| 3 | 113.46 | 97.48 | –6.69 | 104.17 | 9.29 |
| 系统 | 能量提供 量/(MW·h) | 能量接收 量/(MW·h) | 提供能量度 电碳排强度/ (t·(MW·h)–1) | 接收能量度 电碳排强度/ (t·(MW·h)–1) | 能碳贡 献因子 |
| 1 | 154.61 | 334.93 | 0.059 0 | 0.080 7 | 0.805 |
| 2 | 752.80 | 140.51 | 0.133 0 | 0.464 2 | 1.384 |
| 3 | 116.92 | 548.89 | 0.653 6 | 0.170 2 | 0.624 |
Table 7 Contribution factor of energy-carbon of each system
| 系统 | 能量提供 量/(MW·h) | 能量接收 量/(MW·h) | 提供能量度 电碳排强度/ (t·(MW·h)–1) | 接收能量度 电碳排强度/ (t·(MW·h)–1) | 能碳贡 献因子 |
| 1 | 154.61 | 334.93 | 0.059 0 | 0.080 7 | 0.805 |
| 2 | 752.80 | 140.51 | 0.133 0 | 0.464 2 | 1.384 |
| 3 | 116.92 | 548.89 | 0.653 6 | 0.170 2 | 0.624 |
| 1 |
张智刚, 康重庆. 碳中和目标下构建新型电力系统的挑战与展望[J]. 中国电机工程学报, 2022, 42 (8): 2806- 2818.
|
|
ZHANG Zhigang, KANG Chongqing. Challenges and prospects for constructing the new-type power system towards a carbon neutrality future[J]. Proceedings of the CSEE, 2022, 42 (8): 2806- 2818.
|
|
| 2 | 韩肖清, 李廷钧, 张东霞, 等. 双碳目标下的新型电力系统规划新问题及关键技术[J]. 高电压技术, 2021, 47 (9): 3036- 3046. |
| HAN Xiaoqing, LI Tingjun, ZHANG Dongxia, et al. New issues and key technologies of new power system planning under double carbon goals[J]. High Voltage Engineering, 2021, 47 (9): 3036- 3046. | |
| 3 |
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.
|
|
| 4 | 卓振宇, 张宁, 谢小荣, 等. 高比例可再生能源电力系统关键技术及发展挑战[J]. 电力系统自动化, 2021, 45 (9): 171- 191. |
| ZHUO Zhenyu, ZHANG Ning, XIE Xiaorong, et al. Key technologies and developing challenges of power system with high proportion of renewable energy[J]. Automation of Electric Power Systems, 2021, 45 (9): 171- 191. | |
| 5 |
肖先勇, 郑子萱. “双碳”目标下新能源为主体的新型电力系统: 贡献、关键技术与挑战[J]. 工程科学与技术, 2022, 54 (1): 47- 59.
|
|
XIAO Xianyong, ZHENG Zixuan. New power systems dominated by renewable energy towards the goal of emission peak & carbon neutrality: contribution, key techniques, and challenges[J]. Advanced Engineering Sciences, 2022, 54 (1): 47- 59.
|
|
| 6 | 康重庆, 杜尔顺, 李姚旺, 等. 新型电力系统的“碳视角”: 科学问题与研究框架[J]. 电网技术, 2022, 46 (3): 821- 833. |
| KANG Chongqing, DU Ershun, LI Yaowang, et al. Key scientific problems and research framework for carbon perspective research of new power systems[J]. Power System Technology, 2022, 46 (3): 821- 833. | |
| 7 |
徐潇源, 王晗, 严正, 等. 能源转型背景下电力系统不确定性及应对方法综述[J]. 电力系统自动化, 2021, 45 (16): 1- 13.
|
|
XU Xiaoyuan, WANG Han, YAN Zheng, et al. Overview of power system uncertainty and its solutions under energy transition[J]. Automation of Electric Power Systems, 2021, 45 (16): 1- 13.
|
|
| 8 |
邹宇航, 曾艾东, 郝思鹏, 等. 阶梯式碳交易机制下综合能源系统多时间尺度优化调度[J]. 电网技术, 2023, 47 (6): 2185- 2198.
|
|
ZOU Yuhang, ZENG Aidong, HAO Sipeng, et al. Multi-time-scale optimal dispatch of integrated energy systems under stepped carbon trading mechanism[J]. Power System Technology, 2023, 47 (6): 2185- 2198.
|
|
| 9 |
刘睿捷, 包哲静, 林振智. 考虑双层奖惩型碳交易机制的源网荷分布协同低碳经济调度[J]. 电力系统自动化, 2024, 48 (9): 11- 20.
|
|
LIU Ruijie, BAO Zhejing, LIN Zhenzhi. Distributed collaborative low-carbon economic dispatching of source, grid and load considering dual-layer carbon trading mechanism with reward and punishment[J]. Automation of Electric Power Systems, 2024, 48 (9): 11- 20.
|
|
| 10 |
陈俊先, 贾燕冰, 韩肖清, 等. 考虑需求侧碳交易机制的多微能网分布式协同优化调度[J]. 电网技术, 2023, 47 (6): 2196- 2206.
|
|
CHEN Junxian, JIA Yanbing, HAN Xiaoqing, et al. Distributed coordinated optimal scheduling of multi-micro integrated energy systems considering demand-side carbon trading mechanism[J]. Power System Technology, 2023, 47 (6): 2196- 2206.
|
|
| 11 |
伏绍鑫, 张路, 唐翰峰, 等. 考虑柔性电热负荷的区域综合能源系统低碳经济调度[J]. 电力科技与环保, 2023, 39 (5): 417- 428.
|
|
FU Shaoxin, ZHANG Lu, TANG Hanfeng, et al. Low-carbon economic dispatch of community integrated energy system considering flexible electric heating load[J]. Electric Power Technology and Environmental Protection, 2023, 39 (5): 417- 428.
|
|
| 12 |
崔杨, 沈卓, 王铮, 等. 考虑绿证–碳排等价交互机制的区域综合能源系统绿色调度[J]. 中国电机工程学报, 2023, 43 (12): 4508- 4517.
|
|
CUI Yang, SHEN Zhuo, WANG Zheng, et al. Green dispatch of regional integrated energy system considering green certificate-carbon emission equivalent interaction mechanism[J]. Proceedings of the CSEE, 2023, 43 (12): 4508- 4517.
|
|
| 13 | 王婷, 张晶, 高冲, 等. 绿证-碳市场互认抵消下综合能源系统优化调度[J]. 智慧电力, 2025, 53 (2): 104- 110, 118. |
| WANG Ting, ZHANG Jing, GAO Chong, et al. Optimal scheduling of integrated energy system under mutual recognition and offset of green certificate and carbon market[J]. Smart Power, 2025, 53 (2): 104- 110, 118. | |
| 14 | 陈兴龙, 曹喜民, 陈洁, 等. 绿证-碳交易机制下热电灵活响应的园区综合能源系统优化调度[J]. 中国电力, 2024, 57 (6): 110- 120. |
| CHEN Xinglong, CAO Ximin, CHEN Jie, et al. Optimized dispatch of park integrated energy system with thermoelectric flexible response under green certificate-carbon trading mechanism[J]. Electric Power, 2024, 57 (6): 110- 120. | |
| 15 | 陈浩, 马刚, 钱达, 等. 绿证-碳交易机制下考虑阶梯需求响应的区域综合能源系统优化调度[J]. 综合智慧能源, 2025, 47 (5): 21- 30. |
| CHEN Hao, MA Gang, QIAN Da, et al. Optimization of regional integrated energy systems under green certificate and carbon trading mechanism considering tiered demand response[J]. Integrated Intelligent Energy, 2025, 47 (5): 21- 30. | |
| 16 | 周天睿, 康重庆, 徐乾耀, 等. 电力系统碳排放流分析理论初探[J]. 电力系统自动化, 2012, 36 (7): 38- 43, 85. |
| ZHOU Tianrui, KANG (Chong| Zhong)(Qing), XU Qianyao, et al. Preliminary theoretical investigation on power system carbon emission flow[J]. Automation of Electric Power Systems, 2012, 36 (7): 38- 43, 85. | |
| 17 |
李姚旺, 张宁, 杜尔顺, 等. 基于碳排放流的电力系统低碳需求响应机制研究及效益分析[J]. 中国电机工程学报, 2022, 42 (8): 2830- 2841.
|
|
LI Yaowang, ZHANG Ning, DU Ershun, et al. Mechanism study and benefit analysis on power system low carbon demand response based on carbon emission flow[J]. Proceedings of the CSEE, 2022, 42 (8): 2830- 2841.
|
|
| 18 |
张玉敏, 孙鹏凯, 孟祥剑, 等. 基于碳势-能源价格双响应的综合能源系统低碳经济调度[J]. 电力系统自动化, 2024, 48 (9): 21- 33.
|
|
ZHANG Yumin, SUN Pengkai, MENG Xiangjian, et al. Low-carbon economic dispatching of integrated energy system based on dual response of carbon intensity and energy price[J]. Automation of Electric Power Systems, 2024, 48 (9): 21- 33.
|
|
| 19 | 孙国强, 刘玥池, 韩海腾, 等. 基于碳势-负荷数据双向反馈机制的配电网调度策略[J]. 电力自动化设备, 2024, 44 (12): 231- 238. |
| SUN Guoqiang, LIU Yuechi, HAN Haiteng, et al. Dispatch strategy for distribution network based on carbon intensity-load data bi-directional feedback mechanism[J]. Electric Power Automation Equipment, 2024, 44 (12): 231- 238. | |
| 20 |
孙志媛, 孙艳, 刘默斯, 等. 考虑碳流需求响应的电力系统低碳运行策略[J]. 中国电力, 2023, 56 (11): 95- 103.
|
|
SUN Zhiyuan, SUN Yan, LIU Mosi, et al. Low-carbon operation strategy of power system considering carbon flow demand response[J]. Electric Power, 2023, 56 (11): 95- 103.
|
|
| 21 | 赵书琪, 徐建军, 腾新亮, 等. 基于碳排放流理论的配电网低碳经济调度模型[J]. 浙江电力, 2024, 43 (12): 122- 132. |
| ZHAO Shuqi, XU Jianjun, TENG Xinliang, et al. A low-carbon and economically efficient dispatch model for distribution networks based on carbon emission flow theory[J]. Zhejiang Electric Power, 2024, 43 (12): 122- 132. | |
| 22 |
葛晓琳, 余捷, 符杨, 等. 考虑源荷互动的电力系统随机碳流优化[J]. 中国电机工程学报, 2024, 44 (24): 9571- 9582.
|
|
GE Xiaolin, YU Jie, FU Yang, et al. Stochastic carbon flow optimization of power system considering source-load interaction[J]. Proceedings of the CSEE, 2024, 44 (24): 9571- 9582.
|
|
| 23 |
马铭辰, 李姚旺, 杜尔顺, 等. 多时段边际碳排放因子及其不确定性分析[J]. 电力系统自动化, 2025, 49 (18): 14- 24.
|
|
MA Mingchen, LI Yaowang, DU Ershun, et al. Marginal carbon emission factors in multiple time periods and analysis of their uncertainties[J]. Automation of Electric Power Systems, 2025, 49 (18): 14- 24.
|
|
| 24 |
廖扬, 蔡帜, 邵佳扬, 等. 多区互联综合能源系统分散协调低碳经济调度[J]. 高电压技术, 2023, 49 (1): 138- 146.
|
|
LIAO Yang, CAI Zhi, SHAO Jiayang, et al. Decentralized coordinated low-carbon economic dispatch method for multi-regional interconnected integrated energy system[J]. High Voltage Engineering, 2023, 49 (1): 138- 146.
|
|
| 25 |
魏震波, 魏平桉, 郭毅, 等. 考虑跨区能流交互计划的多区域电-气综合能源系统分散调度方法[J]. 电力建设, 2020, 41 (12): 66- 79.
|
|
WEI Zhenbo, WEI Ping'an, GUO Yi, et al. Distributed dispatch method for multi-region electricity-gas integrated energy systems considering cross-region energy flow interaction plan[J]. Electric Power Construction, 2020, 41 (12): 66- 79.
|
|
| 26 |
马成元, 陈皓勇, 肖东亮. 考虑碳约束的新型电力系统跨区域优化调度研究[J]. 智慧电力, 2024, 52 (6): 38- 45.
|
|
MA Chengyuan, CHEN Haoyong, XIAO Dongliang. Cross-region optimal dispatch of new power system considering carbon constraints[J]. Smart Power, 2024, 52 (6): 38- 45.
|
|
| 27 | 马腾飞, 裴玮, 肖浩, 等. 基于纳什谈判理论的风–光–氢多主体能源系统合作运行方法[J]. 中国电机工程学报, 2021, 41 (1): 25- 39, 395. |
| MA Tengfei, PEI Wei, XIAO Hao, et al. Cooperative operation method for wind-solar-hydrogen multi-agent energy system based on Nash bargaining theory[J]. Proceedings of the CSEE, 2021, 41 (1): 25- 39, 395. | |
| 28 | 杨明, 李明冰, 张玉敏, 等. 基于纳什议价模型的园区综合能源系统低碳优化调度[J]. 电力系统自动化, 2025, 49 (19): 39- 48. |
| YANG Ming, LI Mingbing, ZHANG Yumin, et al. Low-carbon optimal dispatch of park-level integrated energy system based on Nash bargaining model[J]. Automation of Electric Power Systems, 2025, 49 (19): 39- 48. | |
| 29 | 吴锦领, 楼平, 管敏渊, 等. 基于非对称纳什谈判的多微网电能共享运行优化策略[J]. 电网技术, 2022, 46 (7): 2711- 2723. |
| WU Jinling, LOU Ping, GUAN Minyuan, et al. Operation optimization strategy of multi-microgrids energy sharing based on asymmetric Nash bargaining[J]. Power System Technology, 2022, 46 (7): 2711- 2723. | |
| 30 | 周天睿, 康重庆, 徐乾耀, 等. 电力系统碳排放流的计算方法初探[J]. 电力系统自动化, 2012, 36 (11): 44- 49. |
| ZHOU Tianrui, KANG Chongqing, XU Qianyao, et al. Preliminary investigation on a method for carbon emission flow calculation of power system[J]. Automation of Electric Power Systems, 2012, 36 (11): 44- 49. |
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