1.山东大学电气工程学院,山东省济南市 250061
2.山东大学智能创新研究院,山东省济南市 250101
3.国网浙江省电力有限公司营销服务中心,浙江省杭州市 311121
郑雅睿(2001—),女,硕士研究生,主要研究方向:电力系统灵活性提升和低碳电力技术。E-mail:zhengyarui@mail.sdu.edu.cn
李常刚(1984—),男,博士,教授,博士生导师,主要研究方向:电力系统运行与控制。E-mail:lichgang@sdu.edu.cn
曹永吉(1992—),男,通信作者,博士,副研究员,硕士生导师,主要研究方向:电力系统稳定分析与控制、可再生能源并网及储能技术。E-mail:yongji@sdu.edu.cn
收稿:2025-09-26,
修回:2026-02-02,
网络首发:2026-04-14,
纸质出版:2026-10-25
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郑雅睿,李常刚,曹永吉等.考虑电力系统灵活性需求的火储混合发电竞价策略[J].电力系统自动化,2026,50(20):123-136.
ZHENG Yarui,LI Changgang,CAO Yongji,et al.Bidding Strategy for Thermal-Storage Hybrid Power Generation Considering Power System Flexibility Requirements[J].Automation of Electric Power Systems,2026,50(20):123-136.
郑雅睿,李常刚,曹永吉等.考虑电力系统灵活性需求的火储混合发电竞价策略[J].电力系统自动化,2026,50(20):123-136. DOI: 10.7500/AEPS20250926008.
ZHENG Yarui,LI Changgang,CAO Yongji,et al.Bidding Strategy for Thermal-Storage Hybrid Power Generation Considering Power System Flexibility Requirements[J].Automation of Electric Power Systems,2026,50(20):123-136. DOI: 10.7500/AEPS20250926008.
新型电力系统中峰谷差扩大、频率与电压潜在波动加剧等问题日益突出,显著提升了对灵活性资源的需求。火电机组与储能混合发电运行具有卓越的灵活性供给能力和市场竞争优势,能够有效缓解电力系统的调节压力。为此,提出一种考虑电力系统灵活性需求的火储混合发电参与电能量-备用市场竞价策略。首先,利用藤Copula、拉丁超立方抽样和
k
-medoids聚类方法生成典型场景,以分析电力系统在调峰、调频和调压维度上的灵活性;其次,在备用市场中考虑电力系统的灵活性需求,制定涵盖日前电能量-备用市场和实时市场的多时间尺度出清机制;然后,建立火储混合发电参与电力市场竞价的非合作博弈模型,采用大M法和McCormick包络法进行线性化,并基于Karush-Kuhn-Tucker (K
KT)条件和对角化方法求解。算例分析结果表明,所提方法能够有效提升火储混合发电协同运行的净利润,验证了其有效性。
The increasingly prominent issues of widening peak-valley disparity and intensified potential voltage and frequency fluctuations in the new power system have significantly increased the requirements for flexibility resources. The hybrid power generation operation of thermal power units and energy storage
leveraging their excellent flexibility supply capabilities and market competitive advantage
can effectively alleviate the regulation pressure on the power system. Therefore
considering the power system flexibility requirements
a bidding strategy for thermal-storage hybrid power generation in the energy and reserve markets is proposed. Firstly
typical scenarios are generated using vine Copula
Latin hypercube sampling
and
k
-medoids clustering methods to analyze the flexibility of power system in the dimensions of peak shaving
frequency regulation
and voltage regulation. Secondly
considering the power system flexibility requirements in the reserve market
a multi-timescale clearing mechanism covering both the day-ahead energy-reserve market and the real-time market is developed. Then
a non-cooperative game model is established for the bidding of thermal-storage hybrid power generation in the electricity market
which is linearized using the big-M method and McCormick envelopes and solved based on the Karush-Kuhn-Tucker (KKT) conditions and diagonalization method. Case study results demonstrate that the proposed method can effectively improve the net profit of the coordinated operation of the thermal-storage hybrid power generation
which verifies its effectiveness.
曹永吉 , 张恒旭 , 施啸寒 , 等 . 规模化分布式能源参与大电网安全稳定控制的机制初探 [J]. 电力系统自动化 , 2021 , 45 ( 18 ): 1 - 8 .
Cao Yongji , Zhang Hengxu , Shi Xiaohan , et al . Preliminary study on participation mechanism of large-scale distributed energy resource in security and stability control of large power grid [J]. Automation of Electric Power Systems , 2021 , 45 ( 18 ): 1 - 8 .
邹世豪 , 曹永吉 , 刘志文 , 等 . 计及多时间尺度电压失稳模式的电网薄弱环节辨识 [J]. 电力系统保护与控制 , 2024 , 52 ( 21 ): 35 - 49 .
Zou Shihao , Cao Yongji , Liu Zhiwen , et al . Identification of grid weak link considering voltage instability patterns at multiple time scales [J]. Power System Protection and Control , 2024 , 52 ( 21 ): 35 - 49 .
钟海旺 , 张宁 , 杜尔顺 , 等 . 新型电力系统中的规划运营与电力市场:研究进展与科研实践 [J]. 中国电机工程学报 , 2024 , 44 ( 18 ): 7084 - 7104 .
Zhong Haiwang , Zhang Ning , Du Ershun , et al . Planning, operation and market of new power system: research progress and practice [J]. Proceedings of the CSEE , 2024 , 44 ( 18 ): 7084 - 7104 .
孙大雁 , 史新红 , 冯树海 , 等 . 全国统一电力市场环境下的电力辅助服务市场体系设计 [J]. 电力系统自动化 , 2024 , 48 ( 4 ): 13 - 24 .
Sun Dayan , Shi Xinhong , Feng Shuhai , et al . Design of auxiliary service market system under national unified electricity market [J]. Automation of Electric Power Systems , 2024 , 48 ( 4 ): 13 - 24 .
李军徽 , 潘雅慧 , 穆钢 , 等 . 高比例风电系统中储能集群辅助火电机组调峰分层优化控制策略 [J]. 电工技术学报 , 2025 , 40 ( 7 ): 2127 - 2145 .
Li Junhui , Pan Yahui , Mu Gang , et al . Hierarchical optimal control strategy for storage cluster-assisted thermal unit peaking in high-ratio wind power system [J]. Transactions of China Electrotechnical Society , 2025 , 40 ( 7 ): 2127 - 2145 .
Riaz S , Mancarella P . Modelling and characterisation of flexibility from distributed energy resources [J]. IEEE Transactions on Power Systems , 2022 , 37 ( 1 ): 38 - 50 .
王思远 , 吴文传 . 灵活性资源聚合参考模型与量化指标体系 [J]. 电力系统自动化 , 2024 , 48 ( 3 ): 1 - 9 .
Wang Siyuan , Wu Wenchuan . Aggregation reference model and quantitative metric system of flexible energy resources [J]. Automation of Electric Power Systems , 2024 , 48 ( 3 ): 1 - 9 .
鲁宗相 , 李海波 , 乔颖 . 高比例可再生能源并网的电力系统灵活性评价与平衡机理 [J]. 中国电机工程学报 , 2017 , 37 ( 1 ): 9 - 19 .
Lu Zongxiang , Li Haibo , Qiao Ying . Flexibility evaluation and supply/demand balance principle of power system with high-penetration renewable electricity [J]. Proceedings of the CSEE , 2017 , 37 ( 1 ): 9 - 19 .
武昭原 , 周明 , 王剑晓 , 等 . 双碳目标下提升电力系统灵活性的市场机制综述 [J]. 中国电机工程学报 , 2022 , 42 ( 21 ): 7746 - 7763 .
Wu Zhaoyuan , Zhou Ming , Wang Jianxiao , et al . Review on market mechanism to enhance the flexibility of power system under the dual-carbon target [J]. Proceedings of the CSEE , 2022 , 42 ( 21 ): 7746 - 7763 .
Tan Y J , Muttaqi K M , Ciufo P , et al . Enhanced frequency response strategy for a PMSG-based wind energy conversion system using ultracapacitor in remote area power supply systems [J]. IEEE Transactions on Industry Applications , 2017 , 53 ( 1 ): 549 - 558 .
Badesa L , Strbac G , Magill M , et al . Ancillary services in Great Britain during the COVID-19 lockdown: a glimpse of the carbon-free future [J]. Applied Energy , 2021 , 285 : 116500 .
Khoshjahan M , Fotuhi-Firuzabad M , Moeini-Aghtaie M , et al . Enhancing electricity market flexibility by deploying ancillary services for flexible ramping product procurement [J]. Electric Power Systems Research , 2021 , 191 : 106878 .
姜涛 , 吴成昊 , 李雪 , 等 . 考虑电动汽车充放电的输配协同能量-灵活性市场出清机制 [J]. 电力系统自动化 , 2024 , 48 ( 7 ): 210 - 224 .
Jiang Tao , Wu Chenghao , Li Xue , et al . Clearing mechanism of energy and flexibility markets with transmission and distribution coordination considering charging and discharging of electric vehicles [J]. Automation of Electric Power Systems , 2024 , 48 ( 7 ): 210 - 224 .
邹世豪 , 曹永吉 , 张恒旭 , 等 . 考虑碳捕集电厂运行灵活性的网-储联合规划 [J]. 高电压技术 , 2024 , 50 ( 11 ): 5164 - 5173 .
Zou Shihao , Cao Yongji , Zhang Hengxu , et al . Joint grid-storage planning considering operational flexibility of carbon capture power plant [J]. High Voltage Engineering , 2024 , 50 ( 11 ): 5164 - 5173 .
李咸善 , 胡长宇 , 张远航 , 等 . 风电租赁储能参与电能-调频市场竞价策略 [J]. 电网技术 , 2024 , 48 ( 5 ): 1992 - 2002 .
Li Xianshan , Hu Changyu , Zhang Yuanhang , et al . Bidding strategy of wind power rental energy storage participating in frequency regulation market [J]. Power System Technology , 2024 , 48 ( 5 ): 1992 - 2002 .
Tu T , Ding Y , Ji P , et al . Collusion potential assessment in electricity markets considering generation flexibility [J]. CSEE Journal of Power and Energy Systems , 2023 , 9 ( 4 ): 1551 - 1566 .
Wang Z , Li C J , Zhou X J , et al . Stochastic bidding for VPPs enabled ancillary services: a case study [J]. Applied Energy , 2023 , 352 : 121918 .
Zhou N , Xu X Y , Yan Z , et al . Spatio-temporal probabilistic forecasting of photovoltaic power based on monotone broad learning system and copula theory [J]. IEEE Transactions on Sustainable Energy , 2022 , 13 ( 4 ): 1874 - 1885 .
Li Q , Zhang X Y , Ma T J , et al . A multi-step ahead photovoltaic power forecasting model based on TimeGAN, soft DTW-based K-medoids clustering, and a CNN-GRU hybrid neural network [J]. Energy Reports , 2022 , 8 : 10346 - 10362 .
李文升 , 魏佳 , 曹永吉 , 等 . 基于概率最优潮流的电力系统灵活性量化评估方法 [J]. 现代电力 , 2024 , 41 ( 5 ): 832 - 843 .
Li Wensheng , Wei Jia , Cao Yongji , et al . A quantitative assessment method for power system flexibility based on probabilistic optimal power flow [J]. Modern Electric Power , 2024 , 41 ( 5 ): 832 - 843 .
李生虎 , 夏伟健 , 叶剑桥 , 等 . 静态电压稳定分析中L指标与特征值换算关系及L阈值确定方法 [J]. 电网技术 , 2023 , 47 ( 9 ): 3828 - 3837 .
Li Shenghu , Xia Weijian , Ye Jianqiao , et al . Exchange relation with eigenvalues and threshold determination of L index for power system static voltage stability analysis [J]. Power System Technology , 2023 , 47 ( 9 ): 3828 - 3837 .
曹永吉 , 张恒旭 , 李常刚 . 计及扰动不确定性的储能系统容量鲁棒优化配置 [J]. 电力系统自动化 , 2024 , 48 ( 19 ): 139 - 147 .
Cao Yongji , Zhang Hengxu , Li Changgang . Robust optimization configuration for energy storage system capacity considering uncertainty of disturbance [J]. Automation of Electric Power Systems , 2024 , 48 ( 19 ): 139 - 147 .
白庆立 , 赵志鹏 , 靳晓雨 , 等 . 考虑风电出力和电价不确定性的水风联合现货市场竞价策略 [J]. 电力系统自动化 , 2024 , 48 ( 11 ): 122 - 133 .
Bai Qingli , Zhao Zhipeng , Jin Xiaoyu , et al . Hydro-wind power joint bidding strategies for electricity spot market considering uncertainties of wind power output and electricity price [J]. Automation of Electric Power Systems , 2024 , 48 ( 11 ): 122 - 133 .
李咸善 , 詹梓澳 , 李飞 , 等 . 考虑换电需求响应的换电站参与电能量-调频市场竞价策略 [J]. 电力系统自动化 , 2024 , 48 ( 8 ): 207 - 215 .
Li Xianshan , Zhan Ziao , Li Fei , et al . Bidding strategy for battery swapping station participating in electricity energy and frequency regulation market considering demand response of battery swapping [J]. Automation of Electric Power Systems , 2024 , 48 ( 8 ): 207 - 215 .
杨畅 , 李正烁 . 计及可变流量调节模式的电热综合能源系统条件分布鲁棒优化调度 [J]. 中国电机工程学报 , 2024 , 44 ( 12 ): 4702 - 4714 .
Yang Chang , Li Zhengshuo . Conditional distributionally robust optimization of integrated electricity and heat systems with variable flow regulation modes [J]. Proceedings of the CSEE , 2024 , 44 ( 12 ): 4702 - 4714 .
王鹏 , 贺焕然 , 伏凌霄 , 等 . 多品种电力市场交易下负荷聚合商投标策略及市场均衡分析 [J]. 电力系统自动化 , 2024 , 48 ( 4 ): 111 - 122 .
Wang Peng , He Huanran , Fu Lingxiao , et al . Bidding strategy of load aggregators and market equilibrium analysis for multi-variety electricity market trading [J]. Automation of Electric Power Systems , 2024 , 48 ( 4 ): 111 - 122 .
卞一帆 , 谢丽蓉 , 鲁宗相 , 等 . 基于多主体投资的双储能系统分层优化配置方案 [J]. 电力系统自动化 , 2023 , 47 ( 1 ): 63 - 73 .
Bian Yifan , Xie Lirong , Lu Zongxiang , et al . Multi-agent investment based hierarchical optimal configuration scheme for dual energy storage system [J]. Automation of Electric Power Systems , 2023 , 47 ( 1 ): 63 - 73 .
国家能源局浙江监管办公室 . 浙江省第三方独立主体参与电力辅助服务市场交易规则(试行) [EB/OL].( 2021-05-20 )[ 2025-05-21 ]. https://zjb.nea.gov.cn/u/cms/www/202105/201114503vh0.pdf https://zjb.nea.gov.cn/u/cms/www/202105/201114503vh0.pdf .
Zhejiang Regulatory Office of National Energy Administration . Rules for third party independent entities to participate in electricity auxiliary service market transactions in Zhejiang Province (trial) [EB/OL]. ( 2021-05-20 ) [ 2025-05-21 ]. https://zjb.nea.gov.cn/u/cms/www/ 202105/201114503vh0.pdf https://zjb.nea.gov.cn/u/cms/www/202105/201114503vh0.pdf .
赖昌伟 , 黎静华 , 陈博 , 等 . 光伏发电出力预测技术研究综述 [J]. 电工技术学报 , 2019 , 34 ( 6 ): 1201 - 1217 .
Lai Changwei , Li Jinghua , Chen Bo , et al . Review of photovoltaic power output prediction technology [J]. Transactions of China Electrotechnical Society , 2019 , 34 ( 6 ): 1201 - 1217 .
彭春华 , 张海洋 , 孙惠娟 , 等 . 碳交易机制下综合能源市场多供能主体均衡竞价策略 [J]. 电网技术 , 2022 , 46 ( 2 ): 463 - 471 .
Peng Chunhua , Zhang Haiyang , Sun Huijuan , et al . Balanced bidding strategy for multiple energy suppliers in the integrated energy market under carbon trading mechanism [J]. Power System Technology , 2022 , 46 ( 2 ): 463 - 471 .
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