1.国家能源集团青海电力有限公司,青海省 西宁市 810000
2.华中科技大学,湖北省 武汉市 430074
董志国(1978—),男,硕士,高级工程师,研究方向为储能系统的智能化控制技术,E-mal:msx97117258@163.com;
赵斌,工程师,研究方向为新型电力系统储能技术,E-mail:20109810@ceic.com。
收稿:2026-07-21,
修回:2026-08-24,
网络首发:2026-08-28,
移动端阅览
董志国, 郭新宇, 李功强, 等. 计及电能量—调频耦合退化的光储联合电站多时间尺度协调竞价方法[J]. 储能科学与技术, XXXX, XX(XX): 1-13.
DONG Zhiguo, GUO Xinyu, LI Gongqiang, et al. Multi-Timescale Coordinated Bidding of Photovoltaic-Storage Hybrid Plants Considering Energy-Frequency Regulation Coupled Battery Degradation[J]. Energy Storage Science and Technology, XXXX, XX(XX): 1-13.
董志国, 郭新宇, 李功强, 等. 计及电能量—调频耦合退化的光储联合电站多时间尺度协调竞价方法[J]. 储能科学与技术, XXXX, XX(XX): 1-13. DOI: 10.19799/j.cnki.2095-4239.2026.0641.
DONG Zhiguo, GUO Xinyu, LI Gongqiang, et al. Multi-Timescale Coordinated Bidding of Photovoltaic-Storage Hybrid Plants Considering Energy-Frequency Regulation Coupled Battery Degradation[J]. Energy Storage Science and Technology, XXXX, XX(XX): 1-13. DOI: 10.19799/j.cnki.2095-4239.2026.0641.
光储联合电站同时参与电能量市场和调频辅助服务市场时,储能调节能力需在能量交易、偏差平抑和快速调频之间共享,易出现功率裕度重复占用、荷电状态(state of charge
SOC)能量裕度不足及多服务叠加工况寿命损伤低估。针对上述问题,提出一种计及电池电能量—调频耦合退化的光储联合电站多时间尺度协调竞价方法。日前阶段联合优化电能量申报、调频容量和SOC轨迹,将调频容量承诺转化为功率与持续响应能量裕度约束,并将电能量深循环、调频微循环及交互耦合损伤统一计入寿命成本;日内阶段采用模型预测控制(model predictive control
MPC)滚动修正储能出力,在中标曲线和容量承诺约束下协调偏差平抑、自动发电控制(automatic generation control
AGC)跟踪与SOC安全。基于5类典型场景和150个测试日的结果表明,完整方法未出现SOC越限和调频容量不可用;相较无MPC方法,偏差超限电量和偏差惩罚均降低约90.0%;相较无耦合退化方法,等效循环次数和寿命成本分别降低约9.4%和11.0%。在约18%预测误差的压力场景下,MPC仍保持SOC与调频容量安全,但超出剩余功率和能量裕度的偏差只能部分修正。结果说明,容量可交付约束、耦合退化内生化和日内闭环修正能够协同改善多市场参与的风险调整收益、运行可执行性和寿命友好性。
When photovoltaic-storage hybrid plants participate simultaneously in energy and frequency regulation markets
storage flexibility must be shared among energy trading
imbalance mitigation and fast regulation
which may cause duplicated use of power reserves
insufficient state-of-charge (SOC) energy margins and underestimated degradation under stacked services. A multi-timescale coordinated bidding method considering energy–frequency regulation coupled battery degradation is therefore developed. In the day-ahead stage
energy bids
regulation capacity and the SOC trajectory are jointly optimized. Regulation commitments are converted into power-margin and sustained-response energy-margin constraints
while deep-cycle degradation
regulation-induced micro-cycle degradation and their interaction are internalized as lifetime cost. In the intraday stage
model predictive control (MPC) updates storage operation under cleared schedules and committed regulation capacity to coordinate imbalance mitigation
automatic generation control (AGC) tracking and SOC security. Tests using five typical scenarios and 150 operating days show no SOC violation or unavailable committed regulation capacity for the complete method. Compared with the method without MPC
excessive imbalance energy and imbalance penalty are both reduced by about 90.0%; compared with the method without coupled degradation
equivalent cycles and degradation cost are reduced by about 9.4% and 11.0%
respectively. Under a forecast-error stress scenario of about 18%
MPC still maintains SOC security and regulation availability
although deviations beyond the remaining power and energy margins can only be partially corrected. These results show that coordinated modeling of capacity deliverability
coupled degradation and intraday closed-loop correction improves risk-adjusted economic performance
operational feasibility and lifetime-preserving operation in multi-market participation.
国家发展改革委, 国家能源局. 电力现货市场基本规则(试行): 发改能源规〔2023〕1217号[Z]. 2023.National Development and Reform Commission, National Energy Administration. Basic rules for electricity spot market (trial): NDRC Energy Regulation [2023] No. 1217[Z]. 2023.
陈启鑫, 房曦晨, 郭鸿业, 等. 电力现货市场建设进展与关键问题[J]. 电力系统自动化, 2021, 45(6): 3-15.
CHEN Q X, FANG X C, GUO H Y, et al. Progress and key issues for construction of electricity spot market[J]. Automation of Electric Power Systems, 2021, 45(6): 3-15.
国家发展改革委. 电力市场运行基本规则: 中华人民共和国国家发展和改革委员会令第20号[Z]. 2024.National Development and Reform Commission. Basic rules for electricity market operation: Order No. 20 of the National Development and Reform Commission of the People's Republic of China[Z]. 2024.
国家发展改革委, 国家能源局. 关于印发«电力辅助服务市场基本规则»的通知: 发改能源规〔2025〕411号[Z]. 2025.National Development and Reform Commission, National Energy Administration. Notice on issuing the Basic Rules for Electric Power Ancillary Service Market: NDRC Energy Regulation [2025] No. 411[Z]. 2025.
HE G, CHEN Q, KANG C, PINSON P, XIA Q. Optimal bidding strategy of battery storage in power markets considering performance-based regulation and battery cycle life[J]. IEEE Transactions on Smart Grid, 2016, 7(5): 2359-2367.
XU B, SHI Y, KIRSCHEN D S, ZHANG B. Optimal battery participation in frequency regulation markets[J]. IEEE Transactions on Power Systems, 2018, 33(6): 6715-6725.
赵小磊, 姚良忠, 刘运鑫, 等. 面向储能多应用价值协同的风光储系统日前优化调度方法[J]. 高电压技术, 2024, 50(6): 2511-2522.
ZHAO X L, YAO L Z, LIU Y X, et al. Day-ahead optimal dispatch for wind-photovoltaic-storage system considering synergistic multi-application value of energy storage[J]. High Voltage Engineering, 2024, 50(6): 2511-2522.
BIAN J, SONG Y, DING C, CHENG J, LI S, LI G. Optimal bidding strategy for PV and BESSs in joint energy and frequency regulation markets considering carbon reduction benefits[J]. Journal of Modern Power Systems and Clean Energy, 2024, 12(2): 427-439.
XU B, OUDALOV A, ULBIG A, ANDERSSON G, KIRSCHEN D S. Modeling of lithium-ion battery degradation for cell life assessment[J]. IEEE Transactions on Smart Grid, 2018, 9(2): 1131-1140.
MORSTYN T, HREDZAK B, AGUILERA R P, AGELIDIS V G. Model predictive control for distributed microgrid battery energy storage systems[J]. IEEE Transactions on Control Systems Technology, 2018, 26(3): 1107-1114.
王睿茜, 周星, 王羽, 等. 基于微分曲线的锂离子电池老化诊断研究综述[J]. 中国电机工程学报, 2024, 44(22): 8920-8936.
WANG R X, ZHOU X, WANG Y, et al. A review of degradation diagnosis of lithium-ion batteries based on differential curves[J]. Proceedings of the CSEE, 2024, 44(22): 8920-8936.
SHI Y, XU B, TAN Y, ZHANG B. A convex cycle-based degradation model for battery energy storage planning and operation[C]//Proceedings of the 2018 Annual American Control Conference (ACC). Milwaukee, WI, USA: IEEE, 2018: 4590-4596.
李卓昊, 石琼林, 王康丽, 等. 锂离子电池健康状态估计方法研究现状与展望[J]. 电力系统自动化, 2024, 48(20): 109-129. DOI: 10.7500/AEPS20231221006.
LI Z H, SHI Q L, WANG K L, et al. Research status and prospects of state of health estimation methods for lithium-ion batteries[J]. Automation of Electric Power Systems, 2024, 48(20): 109-129. DOI: 10.7500/AEPS20231221006.
KARGER A, WILDFEUER L, AYGÜL D, MAHESHWARI A, SINGER J P, JOSSEN A. Modeling capacity fade of lithium-ion batteries during dynamic cycling considering path dependence[J]. Journal of Energy Storage, 2022, 52: 104718.
URQUIZO J, SINGH P. Partial cycling aging of Li-ion batteries in frequency regulation applications[J]. Journal of Power Sources, 2024, 592: 233908.
ELLIS B, WHITE C, SWAN L. Degradation of lithium-ion batteries that are simultaneously servicing energy arbitrage and frequency regulation markets[J]. Journal of Energy Storage, 2023, 66: 107409.
赵晶晶, 张宇, 杜明, 等. 基于模型预测控制的新型电力系统光储电站调频控制策略[J]. 电力建设, 2022, 43(11): 99-107.
ZHAO J J, ZHANG Y, DU M, et al. Frequency Regulation Control Strategy Based on Model Predictive Control for Combined PV and Energy Storage Power Station in New Power System[J]. Electric Power Construction, 2022, 43(11): 99-107.
DOBOS A P. PVWatts Version 5 Manual[R]. Golden, CO: National Renewable Energy Laboratory, 2014. NREL/TP-6A20-62641.
GILMAN P, DOBOS A, DIORIO N, FREEMAN J, JANZOU S, RYBERG D. SAM Photovoltaic Model Technical Reference Update[R]. Golden, CO: National Renewable Energy Laboratory, 2018. NREL/TP-6A20-67399.
马莉, 范孟华, 曲昊源, 等. 中国电力市场建设路径及市场运行关键问题[J]. 中国电力, 2020, 53(12): 1-9.
MA L, FAN M H, QU H Y, et al. Construction path and key operation issues of electricity market in China[J]. Electric Power, 2020, 53(12): 1-9.
国家发展改革委, 国家能源局. 关于深化新能源上网电价市场化改革 促进新能源高质量发展的通知: 发改价格〔2025〕136号[Z]. 2025.National Development and Reform Commission, National Energy Administration. Notice on deepening market-oriented reform of feed-in tariffs for new energy and promoting high-quality development of new energy: NDRC Price [2025] No. 136[Z]. 2025.
国家发展改革委, 国家能源局. 关于加快推动新型储能发展的指导意见: 发改能源规〔2021〕1051号[Z]. 2021.National Development and Reform Commission, National Energy Administration. Guiding opinions on accelerating the development of new energy storage: NDRC Energy Regulation [2021] No. 1051[Z]. 2021.
李军徽, 张靖祥, 穆钢, 等. 辅助服务市场下独立储能调峰调频协同优化调度[J]. 中国电机工程学报, 2025, 45(2): 650-665.
LI J H, ZHANG J X, MU G, et al. Collaborative optimal dispatch of peak shaving and frequency modulation with independent energy storage based on auxiliary service market[J]. Proceedings of the CSEE, 2025, 45(2): 650-665.
SHI Y, XU B, WANG D, ZHANG B. Using battery storage for peak shaving and frequency regulation: Joint optimization for superlinear gains[J]. IEEE Transactions on Power Systems, 2018, 33(3): 2882-2894.
何翔路, 娄素华, 吴耀武, 等. 双结算模式下风储一体化电站两阶段市场投标调度策略[J]. 电力系统自动化, 2022, 46(4): 47-55. DOI: 10.7500/AEPS20210705005.
HE X L, LOU S H, WU Y W, et al. Two-stage market bidding and scheduling strategy of integrated wind power and energy storage station in dual-settlement mode[J]. Automation of Electric Power Systems, 2022, 46(4): 47-55. DOI: 10.7500/AEPS20210705005.
国家能源局. 新型储能项目管理规范(暂行): 国能发科技规〔2021〕47号[Z]. 2021.National Energy Administration. Management specification for new energy storage projects (interim): NEA Science and Technology Regulation [2021] No. 47[Z]. 2021.
0
浏览量
0
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010102001997号