基于变时间尺度和两阶段鲁棒优化的电力系统短期平衡裕度提升方法

任强玉, 王建学, 杨钤, 郭瑾程, 齐捷, 张耀

太阳能学报 ›› 2026, Vol. 47 ›› Issue (5) : 156-166.

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太阳能学报 ›› 2026, Vol. 47 ›› Issue (5) : 156-166. DOI: 10.19912/j.0254-0096.tynxb.2025-0034

基于变时间尺度和两阶段鲁棒优化的电力系统短期平衡裕度提升方法

  • 任强玉, 王建学, 杨钤, 郭瑾程, 齐捷, 张耀
作者信息 +

SHORT-TERM BALANCE MARGIN ENHANCEMENT METHOD OF POWER SYSTEM BASED ON VARIABLE TIME SCALES AND TWO-STAGE ROBUST OPTIMIZATION

  • Ren Qiangyu, Wang Jianxue, Yang Qian, Guo Jincheng, Qi Jie, Zhang Yao
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摘要

为应对高比例新能源电力系统短期电力平衡充裕性不足的问题,提出一种基于变时间尺度和两阶段鲁棒优化的平衡裕度提升方法。考虑新能源及负荷的不确定性,建立电力系统变时间尺度两阶段鲁棒优化电力平衡分析模型,兼顾短期小时级衔接超短期分钟级平衡;计及不同时段火电机组燃煤品质的差异,对火电机组运行特性进行精细化建模;构建以短期平衡裕度为核心的平衡裕度预警提升体系,通过分层分类调用灵活资源提升短期电力平衡裕度。算例分析结果表明,所提方法可有效提高系统平衡充裕性,提升系统对新能源及负荷波动的鲁棒性,加强系统负荷高峰时段的供电能力。

Abstract

To address the issue of inadequate short-term power balance sufficiency in high-proportion renewable energy power system, a method for enhancing power system balance margin based on variable time scales and two-stage robust optimization is proposed. Considering the uncertainties of renewable energy and load, a two-stage robust optimization model for power balance analysis is established. The model developed short-term hour-level and ultra-short-term minute-level balances at variable time scales. Taking into account the coal quality differences of thermal power units during different periods, a refined model of the operational characteristics of thermal power units is developed. A balance margin early warning and enhancement system centered on short-term balance margin is constructed. Flexible resources are utilized through hierarchical and classified allocation to enhance the short-term power balance margin. The results of case studies demonstrate that the proposed method can effectively improve system balance adequacy, enhance the robustness to renewable energy and load fluctuations and strengthen the power supply capability during peak load periods.

关键词

新能源 / 不确定性分析 / 两阶段鲁棒优化 / 燃煤选择 / 变时间尺度 / 灵活资源

Key words

renewable energy / uncertainty analysis / two-stage robust optimization / coal preparation / variable time scales / flexible resources

引用本文

导出引用
任强玉, 王建学, 杨钤, 郭瑾程, 齐捷, 张耀. 基于变时间尺度和两阶段鲁棒优化的电力系统短期平衡裕度提升方法[J]. 太阳能学报. 2026, 47(5): 156-166 https://doi.org/10.19912/j.0254-0096.tynxb.2025-0034
Ren Qiangyu, Wang Jianxue, Yang Qian, Guo Jincheng, Qi Jie, Zhang Yao. SHORT-TERM BALANCE MARGIN ENHANCEMENT METHOD OF POWER SYSTEM BASED ON VARIABLE TIME SCALES AND TWO-STAGE ROBUST OPTIMIZATION[J]. Acta Energiae Solaris Sinica. 2026, 47(5): 156-166 https://doi.org/10.19912/j.0254-0096.tynxb.2025-0034
中图分类号: TM732   

参考文献

[1] 舒印彪, 赵勇, 赵良, 等. “双碳”目标下我国能源电力低碳转型路径[J]. 中国电机工程学报, 2023, 43(5): 1663-1672.
SHU Y B, ZHAO Y, ZHAO L, et al.Study on low carbon energy transition path toward carbon peak and carbon neutrality[J]. Proceedings of the CSEE, 2023, 43(5): 1663-1672.
[2] 杨钤, 王建学, 杨续松, 等. 电力电量平衡分析及其加速求解技术的发展、应用与展望[J]. 电网技术, 2024, 48(2): 760-778.
YANG Q, WANG J X, YANG X S, et al.Development, application and prospect of power and energy balance analysis and its speedup computation technologies[J]. Power system technology, 2024, 48(2): 760-778.
[3] 陈典, 陆润钊, 张松涛, 等. 新型电力系统电力电量平衡计算分析技术综述[J]. 电网技术, 2023, 47(10): 3952-3970.
CHEN D, LU R Z, ZHANG S T, et al.Review of new power system power balance calculation and analysis techniques[J]. Power system technology, 2023, 47(10): 3952-3970.
[4] 王智, 陶鸿俊, 蔡文奎, 等. 多时间尺度滚动优化在冷热电联供系统中的优化调度研究[J]. 太阳能学报, 2023, 44(2): 298-308.
WANG Z, TAO H J, CAI W K, et al.Optimal scheduling research of multi-time-scale rolling optimization in CCHP system[J]. Acta energiae solaris sinica, 2023, 44(2): 298-308.
[5] 李志颖, 王致杰, 王鸿. 考虑功率可调节裕度的区域综合能源系统多时间尺度优化调度[J]. 太阳能学报, 2025, 46(2): 255-261.
LI Z Y, WANG Z J, WANG H.Multi-time scale optimal scheduling of regional integrated energy system considering power adjustable margin[J]. Acta energiae solaris sinica, 2025, 46(2): 255-261.
[6] MA X, PENG B, MA X X, et al.Multi-timescale optimization scheduling of regional integrated energy system based on source-load joint forecasting[J]. Energy, 2023, 283: 129186.
[7] 彭伟鹏, 邵振国, 陈飞雄, 等. 计及需求响应的风储集群电力系统多时间尺度优化调度[J]. 太阳能学报, 2025, 46(2): 282-292.
PENG W P, SHAO Z G, CHEN F X, et al.Multi-timescale optimal scheduling of wind-storage cluster power system with demand response[J]. Acta energiae solaris sinica, 2025, 46(2): 282-292.
[8] 李云鸷, 刘吉臻, 胡阳. 计及低碳响应的综合能源系统多时间尺度源-荷互动优化调度[J]. 太阳能学报, 2024, 45(11): 84-98.
LI Y Z, LIU J Z, HU Y.Multi-time scale source-load interactive optimal scheduling of integrated energy system considering low-carbon demand response[J]. Acta energiae solaris sinica, 2024, 45(11): 84-98.
[9] 李嘉森, 王进, 杨蒙, 等. 基于随机优化的虚拟电厂热电联合经济优化调度[J]. 太阳能学报, 2023, 44(9): 57-65.
LI J S, WANG J, YANG M, et al.Combined heat and power economic optimal dispatching in virtual power plant based on stochastic optimization[J]. Acta energiae solaris sinica, 2023, 44(9): 57-65.
[10] 万庆祝, 刘伟娜. 考虑风荷不确定性的大用户直购电鲁棒区间优化调度[J]. 太阳能学报, 2022, 43(7): 347-355.
WAN Q Z, LIU W N.Direct power purchase by large consumers considering wind load uncertainty robust interval optimal scheduling[J]. Acta energiae solaris sinica, 2022, 43(7): 347-355.
[11] 南斌, 姜春娣, 董树锋, 等. 计及源荷不确定性的综合能源系统日前-日内协调优化调度[J]. 电网技术, 2023, 47(9): 3669-3683.
NAN B, JIANG C D, DONG S F, et al.Day-ahead and intra-day coordinated optimal scheduling of integrated energy system considering uncertainties in source and load[J]. Power system technology, 2023, 47(9): 3669-3683.
[12] 周特, 薛云飞, 季节, 等. 考虑电力间接碳排放不确定性的电-冷-热综合能源系统两阶段鲁棒优化方法[J]. 电网技术, 2024, 48(1): 50-60.
ZHOU T, XUE Y F, JI J, et al.Two-stage robust optimization for electricity-cooling-heat integrated energy system considering uncertainty of indirect carbon emissions of electricity[J]. Power system technology, 2024, 48(1): 50-60.
[13] 刘金朋, 胡国松, 彭锦淳, 等. 多能互补的虚拟电厂低碳-经济-鲁棒优化调度[J]. 中国电机工程学报, 2024, 44(24): 9718-9730.
LIU J P, HU G S, PENG J C, et al.Low-carbon economic-robust optimization scheduling of multi-energy complementary virtual power plants[J]. Proceedings of the CSEE, 2024, 44(24): 9718-9730.
[14] YANG M, LIU Y S.A two-stage robust configuration optimization framework for integrated energy system considering multiple uncertainties[J]. Sustainable cities and society, 2024, 101: 105120.
[15] YIN H, WU J H, ZHANG G, et al.Variable time-scale power scheduling of a River-Sea going renewable energy ship considering coupling variations in all-electric propulsion[J]. Applied energy, 2024, 374: 123918.
[16] ZHANG M H, YANG Z F, LIN W, et al.Enhancing economics of power systems through fast unit commitment with high time resolution[J]. Applied energy, 2021, 281: 116051.
[17] ZHU Y, YAO S Y, ZHANG Y N, et al.Environmental and economic scheduling for wind-pumped storage-thermal integrated energy system based on priority ranking[J]. Electric power systems research, 2024, 231: 110353.
[18] GAO Y, TAHIR M, SIANO P, et al.Optimization of renewable energy-based integrated energy systems: a three-stage stochastic robust model[J]. Applied energy, 2025, 377: 124635.
[19] 包文俊, 葛敏, 袁毅, 等. 计及需求响应的风光储独立微电网技术经济优化[J]. 太阳能学报, 2024, 45(5): 343-350.
BAO W J, GE M, YUAN Y, et al.Techno-economic optimization of wind/photovoltaic/storage independent microgrid considering demand response[J]. Acta energiae solaris sinica, 2024, 45(5): 343-350.
[20] ZHANG Y Y, ZHAO H R, QI Z, et al.A two-stage low-carbon economic coordinated dispatching model for generation-load-storage resources considering flexible supply-demand balance[J]. Applied energy, 2024, 373: 123981.
[21] MANSOORI A, PARSA MOGHADDAM M, DELKHOSH H.A hybrid stochastic-robust approach for power system security-constrained scheduling in the presence of flexibility facilities[J]. IEEE transactions on power systems, 2024, 39(2): 4064-4076.
[22] ZHENG Z Q, CHEN G, SHEN Z X.Interval-partitioned and correlated uncertainty set based robust optimization of microgrid[J]. IEEE systems journal, 2024, 18(3): 1516-1527.
[23] LIU J P, PENG J C, LIU H, et al.Two-stage robust optimization of a virtual power plant considering a refined demand response[J]. Energy, 2025, 322: 135560.
[24] 黄河, 王建学, 肖云鹏, 等. 新型电力系统电力电量平衡分析关键技术与研究框架[J]. 电力建设, 2024, 45(9): 1-12.
HUANG H, WANG J X, XIAO Y P, et al.Key technologies and research framework for the power and energy balance analysis in new-type power systems[J]. Electric power construction, 2024, 45(9): 1-12.
[25] WANG J X, WEI J D, ZHU Y C, et al.The reliability and operational test system of a power grid with large-scale renewable integration[J]. CSEE journal of power and energy systems, 2020, 6(3): 704-711.
[26] 易俊, 孙浩然, 林伟芳, 等. 电力系统碳排放核算标准对比分析[J]. 电网技术, 2025, 49(3): 920-933.
YI J, SUN H R, LIN W F, et al.Comparative analysis of carbon emission accounting standards for power systems[J]. Power system technology, 2025, 49(3): 920-933.
[27] XIONG H B, SHI Y H, SHAHIDEHPOUR M, et al.Multi-stage robust optimization of real-time dynamic dispatch with fast-acting units in resilient power systems[J]. IEEE transactions on power systems, 2025, 40(1): 18-30.

基金

国家重点研发计划(2022YFB2403500)

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