中国能源建设集团天津电力设计院有限公司, 天津市 河东区,300180
[ "刘剑(1984),男,高级工程师,通信作者,从事配电网规划、设计工作,E-mail:285883038@qq.com" ]
[ "徐兵(1970),男,正高级工程师,从事电力系统规划设计管理工作,E-mail:13602190019@126.com" ]
[ "陈世龙(1978),男,正高级工程师,从事电力系统规划设计管理工作,E-mail:13821614397@163.com" ]
纸质出版:2026
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刘剑, 徐兵, 陈世龙, 等. 考虑碳排放交易和可再生能源时序出力重构的主动配电网最优经济调度[J]. 现代电力, 2026,43(1):60-71.
刘剑, 徐兵, 陈世龙, et al. Optimal Economic Dispatching of Active Distribution Network Based on Carbon Emission Trading and Sequential Output Reconstruction of Renewable Energy[J]. 2026, 43(1): 60-71.
刘剑, 徐兵, 陈世龙, 等. 考虑碳排放交易和可再生能源时序出力重构的主动配电网最优经济调度[J]. 现代电力, 2026,43(1):60-71. DOI: 10.19725/j.cnki.1007-2322.2023.0377.
刘剑, 徐兵, 陈世龙, et al. Optimal Economic Dispatching of Active Distribution Network Based on Carbon Emission Trading and Sequential Output Reconstruction of Renewable Energy[J]. 2026, 43(1): 60-71. DOI: 10.19725/j.cnki.1007-2322.2023.0377.
随着“双碳”战略的逐步实施,碳排放交易机制的引入已成为主动配电网实现低碳减排的核心手段。此外,风电、光电等间歇性能源大规模并网,使得主动配电网运行状态随机化。基于确定性场景的时序出力模拟手段已不适应当前复杂多变的电网运行状态。该文首先从风、光等可再生能源出力不确定性描述分析入手,运用随机微分方程模型对时序出力模型进行重构。然后,基于碳排放交易机制,构建三段式阶梯碳排放交易成本模型,并以调度过程中系统综合运行成本最小为目标,提出主动配电网最优经济调度模型。此外,针对调度模型概率约束难以求解的问题,提出离散步长变换和卷积序列运算方法,将机会约束规划转化为混合整数线性规划进行求解。最后,以2023年T地某实际配电网系统对所提模型进行验证,结果证实了该模型的可行性与有效性。
With the gradual implementation of the “dual carbon” strategy
the introduction of carbon emission trading mechanism has become a central approach to realizing low carbon emission reduction. Moreover
the large-scale grid integration of intermittent energy sources results in a random operation state of the active distribution network. The simulation based on deterministic scenarios encounters difficulty in adapting to the complex power system operation mode. Starting with the description and analysis of uncertainty in renewable energy output
a stochastic differential equation model is employed to reconstruct its sequential output model. Based on the carbon emission trading mechanism
a three-stage ladder carbon emission trading cost model is then constructed
and the optimal economic dispatching model of active distribution network is proposed to minimize the operating cost. To address the challenging issue of probability constraint in scheduling model
the method of separated length transformation and convolution sequence operation is proposed to transform the chance constraint programming into easily solvable mixed integer linear programming. Finally
the proposed model is verified using active distribution system of T area
and the results demonstrate its feasibility and effectiveness.
SHEN Mengjun, WANG Lingling. Robust optimal scheduling strategy for active power and reactive power coordination in active distribution network considering wind power dependency[J]. Modern Electric Power, 2023, 40(6): 1013−1022(in Chinese).
申萌均, 王玲玲. 计及风电相关性的主动配电网有功无功协调鲁棒优化调度策略[J]. 现代电力, 2023, 40(6): 1013−1022.
WANG Nan, LI Sheng, YANG Xiaolong, et al . Multi-objective planning of distribution network topology considering load and loss uniformity[J ] . Modern Electric Power, 2021, 38(6): 656−664(in Chinese).
王楠, 李省, 杨小龙, 等. 考虑载荷与网损均匀性的配电网拓扑多目标规划[J]. 现代电力, 2021, 38(6): 656−664.
MENG Ming, WEI Yi, ZHU Guolin, et al . Research on optimal control strategy of AC-DC active distribution network based on intelligent soft switch[J ] . Modern Electric Power, 2019, 36(2): 1−7(in Chinese).
孟明, 魏怡, 朱国林, 等. 基于智能软开关的交直流主动配电网优化控制策略研究[J]. 现代电力, 2019, 36(2): 1−7.
GAO Yajing, LI Ruihuan, LIANG Haifeng, et al . Two-step Optimal scheduling of active distribution system based on multi-scenari o technology considering intermittent power supply and load uncertainty[J ] . Proceedings of the CSEE, 2015, 35(7): 1657−1665(in Chinese).
高亚静, 李瑞环, 梁海峰, 等. 考虑间歇性电源与负荷不确定性情况下基于多场景技术的主动配电系统两步优化调度[J]. 中国电机工程学报, 2015, 35(7): 1657−1665.
DONG Lei, CHEN Hui, PU Tianjiao, et al . Dong Multi-time scale dynamic optimal dispatch in active distribution network based on model predictive control[J ] . Proceedings of the CSEE, 2016, 36(17): 4609−4617(in Chinese).
董雷, 陈卉, 蒲天骄, 等. 基于模型预测控制的主动配电网多时间尺度动态优化调度[J]. 中国电机工程学报, 2016, 36(17): 4609−4617.
LI Huiqin, CHEN Yan, WANG Ganghong, et al . Real-time economic dispatching method for active distribution networks considering power prediction errors[J ] . Power System Protection and Control, 2020, 48(16): 100−107(in Chinese).
李惠琴, 陈燕, 王岗红, 等. 计及功率预测误差的主动配电网实时经济调度方法[J]. 电力系统保护与控制, 2020, 48(16): 100−107.
HUANG Hai. A multi-scenario robust optimal scheduling method of distribution network considering source-side and load-side uncertainty based on the probability-box[J]. Distribution Utilization, 2020, 37(11): 48−55(in Chinese).
黄海. 基于概率盒的考虑配电网源荷双侧不确定性多场景鲁棒优化调度方法[J]. 供用电, 2020, 37(11): 48−55.
ZHU Yiying, ZHOU Rongsheng, LUO Longbo. Economic scheduling of power systems considering demand response and PV uncertainty[J]. Acta Energiac Solaris Sinica, 2023, 44(1): 62−68(in Chinese).
朱怡莹, 周荣生, 罗龙波. 考虑需求响应与光伏不确定性的电力系统经济调度[J]. 太阳能学报, 2023, 44(1): 62−68.
QIU Gefei, ZHANG Pengkun, HE Piao. Robust economic optimal scheduling of power system considering wind power access[J]. Electric Power Construction, 2021, 42(10): 101−109(in Chinese).
邱革非, 张鹏坤, 贺漂. 考虑风电接入的电力系统鲁棒经济优化调度[J]. 电力建设, 2021, 42(10): 101−109.
YU Dan, YANG Peng, TANG Ren, et al . Optimal scheduling method of regional integrated energy system based on stochastic differential equation[J ] . Distribution Utilization, 2022, 39(5): 89−95(in Chinese).
郁丹, 杨鹏, 唐人, 等. 基于随机微分方程的区域综合能源系统优化调度方法[J]. 供用电, 2022, 39(5): 89−95.
CHEN Xiaoshuang, LIN Jin, LIU Feng, et al . IT O Stochastic process model for new energy power generation[J ] . Proceedings of the CSEE, 2020, 40(1): 83−95(in Chinese).
陈晓爽, 林今, 刘锋, 等. 新能源发电的伊藤随机过程模型[J]. 中国电机工程学报, 2020, 40(1): 83−95.
YANG Dongjun, TU Zhifu, XU Jingyou et al . Two-layer planning of active distribution network with low carbon emission and demand side management[J ] . Journal of Wuhan University (Engineering Science), 2022, 55(7): 709−715(in Chinese).
杨东俊, 涂智福, 徐敬友, 等. 计及低碳排放和需求侧管理的主动配电网双层规划[J]. 武汉大学学报(工学版), 2022, 55(7): 709−715.
TIAN Biyuan, CHANG Xiqiang, ZHANG Xinyan, et al . Low-carbon economic dispatching of distribution network considering demand response and shared energy storage[J ] . Power Demand Side Management, 2021, 23(5): 52−56(in Chinese).
田壁源, 常喜强, 张新燕, 等. 考虑需求响应和共享储能的配电网低碳经济调度[J]. 电力需求侧管理, 2021, 23(5): 52−56.
MENG Lingzhuochao, YANG Xiyun, ZHAO Zeyu. Economic optimal scheduling strategy for active distribution network considering light-load uncertainty and rotation reserve constraint[J]. Electric Power Construction, 2022, 43(11): 63−72(in Chinese).
孟令卓超, 杨锡运, 赵泽宇. 考虑光–荷不确定性和旋转备用约束的主动配电网经济优化调度策略[J]. 电力建设, 2022, 43(11): 63−72.
ZHANG Ning, HU Zhaoguang, DAI Daidong, et al . Unit commitment model in smart grid environment considering carbon emissions trading[J ] . IEEE Trans. on Smart Grid, 2015, 07(1): 420−427.
SHERIDAN L M, PHILLIPS C, ORRELL A C, et al . Validation of wind resource and energy production simulations for small wind turbines in the United States[J ] . Wind Energy, 2022, 7(2): 659−676.
CHEN Qichao, LI Hui, WANG Shuai, et al . Multi-energy complementary time-series simulation technology for promoting renewable energy consumption[J ] . Electric Power Construction, 2019, 40(7): 18−25(in Chinese).
陈启超, 李晖, 王帅, 等. 促进可再生能源消纳的多能互补时序运行模拟技术[J]. 电力建设, 2019, 40(7): 18−25.
ZHANG Xi, KANG Chongqing, ZHANG Ning, et al . Analysis of medium to long term stochastic characteristics of solar photovoltaic power generation[J ] . Automation of Electric Power Systems, 2014, 38(06): 6−13(in Chinese).
张曦, 康重庆, 张宁, 等. 太阳能光伏发电的中长期随机特性分析[J]. 电力系统自动化, 2014, 38(06): 6−13.
SUN Yi, LIU Rui, WEI Mengdi, et al . Short-term photovoltaic power prediction estimation method based on ResNet-GRU model[J ] . Distribution Utilization, 2023, 40(6): 34−41(in Chinese).
孙毅, 刘蕊, 魏孟迪, 等. 基于ResNet-GRU模型的短期光伏出力预测估计方法[J]. 供用电, 2023, 40(6): 34−41.
LI Guoqing, LI Xintong, BIAN Jing, et al . Multidimensional time series simulation of large-scale photovoltaic power plant output based on hourly clear sky index[J ] . Power System Technology, 2020, 44(9): 3254−3262(in Chinese).
李国庆, 李欣彤, 边竞, 等. 基于每时晴空指数的大规模光伏电站出力多维时间序列模拟[J]. 电网技术, 2020, 44(9): 3254−3262.
LIN Fan, ZHANG Yao, DONG Qi, et al . Probability prediction of photovoltaic output based on Quantile interpolation and deep autoregressive network[J ] . Automation of Electric Power Systems, 2023, 47(9): 79−87(in Chinese).
林帆, 张耀, 东琦, 等. 基于分位数插值和深度自回归网络的光伏出力概率预测[J]. 电力系统自动化, 2023, 47(9): 79−87.
WANG Lingyi, WANG Zhimin, QIAN Wen, et al . Medium and long term power load forecasting based on transfer learnin g[J ] . Distribution Utilization, 2022, 39(3): 69−74(in Chinese).
王凌谊, 王志敏, 钱纹, 等. 基于迁移学习的中长期电力负荷预测[J]. 供用电, 2022, 39(3): 69−74.
ZHANG Tao, ZHAO Ran, HOU Yuheng. Research on the dynamic effect of enterprise allocation in carbon emission trading[J]. Business Enocomic Review, 2023, 24(3): 105−120(in Chinese).
张涛, 赵冉, 侯宇恒. 碳排放权交易中企业分配额的动态效应研究[J]. 上海商学院学报, 2023, 24(3): 105−120.
LI Y, YANG Z, LI G, et al . Optimal scheduling of an isolated microgrid with battery storage considering load and renewable generation uncertainties[J ] . IEEE Transactions on Industrial Electronics, 2018, 66(2): 1565−1575(in Chinese).
WU Kecheng, GAO Zhihua, LIU Ruikuan, et al . Robust optimal scheduling model for active distribution network considering four-quadrant output of distributed energy storage[J ] . Southern Power System Technology, 2021, 15(11): 75−84(in Chinese).
吴科成, 高志华, 刘瑞宽, 等. 考虑分布式储能功率四象限输出的主动配电网鲁棒优化调度模型[J]. 南方电网技术, 2021, 15(11): 75−84.
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