考虑电能量-备用-氢能耦合市场环境的加氢站优化运行方法An optimal operation method for hydrogen refueling stations considering the electric energy-reserve-hydrogen coupling market environment
周欣,陈顺,谭洪,陈代才,冉勐纮
ZHOU Xin,CHEN Shun,TAN Hong,CHEN Daicai,RAN Menghong
摘要(Abstract):
为提高现场制氢HFS(加氢站)的运营收益,提出考虑电能量-备用-氢能耦合市场环境的加氢站双层随机优化模型。上层为HFS参与电能量、备用、氢能耦合日前市场及平衡市场的投标报价模型。下层为两阶段出清模型:第一阶段是在已知各市场主体的投标报价信息后,开展能量、氢能、备用市场联合出清;第二阶段是针对不同负荷偏差场景下平衡市场出清。此外,设计了基于对偶理论与KKT(卡罗需-库恩-塔克)条件转化的混合整数线性规划均衡求解算法。仿真分析表明,备用以及平衡市场的参与大大增加了HFS的收益。
To enhance the operational revenue of on-site hydrogen production hydrogen refueling stations(HFS), a bi-level stochastic optimization model is proposed, considering the electric energy-reserve-hydrogen coupling market environment. The upper-level model represents the bidding strategy of the HFS in the day-ahead electric energy, reserve, and hydrogen coupling markets, as well as the balancing market. The lower-level model comprises a twostage clearing process: the first stage involves joint clearing of the energy, hydrogen, and reserve markets based on known bidding information of market participants; the second stage handles balancing market clearing under various load deviation scenarios. Additionally, a mixed-integer linear programming equilibrium-solving algorithm is designed based on duality theory and the Karush-Kuhn-Tucker(KKT) conditions. Simulation results demonstrate that participation in reserve and balancing markets significantly increases the revenue of the HFS.
关键词(KeyWords):
加氢站;多能耦合市场;氢能市场;双层优化;联合出清
HFS;multi-energy coupling market;hydrogen energy market;bi-layer optimization;joint clearing
基金项目(Foundation): 湖北省自然科学基金创新发展联合基金项目(2024AFD350)
作者(Author):
周欣,陈顺,谭洪,陈代才,冉勐纮
ZHOU Xin,CHEN Shun,TAN Hong,CHEN Daicai,RAN Menghong
DOI: 10.19585/j.zjdl.202504004
参考文献(References):
- [1]邵志国,李可心,李梦笛.“双碳”背景下中国交通运输业碳排放驱动因素及脱钩效应研究[J/OL].中国环境科学,1-13[2024-09-24]. https://doi. org/10.19674/j. cnki.issn1000-6923.20240822.006.1-13.SHAO Zhiguo,LI Kexin,LI Mengdi.Research on driving factors and decoupling effect of carbon emissions in China′s transportation industry under the background of"dual carbon"[J/OL].China Environmental Science,1-13[2024-09-24].https://doi.org/10.19674/j.cnki.issn1000-6923.20240822.006.1-13.
- [2]刘畅,林汉辰,史陈芳达,等.中国氢燃料电池汽车市场发展现状及展望[J].南方能源建设,2024,11(2):162-171.LIU Chang,LIN Hanchen,SHI Chenfangda,et al.Development status and outlook of hydrogen powered fuel cell vehicle market in China[J]. Southern Energy Construction,2024,11(2):162-171.
- [3]谭洪,王宇炜,王秋杰,等.基于氢能固态运输的电-氢综合能源系统双层调度模型[J/OL].电工技术学报,1-15[2024-09-24]. https://doi. org/10.19595/j. cnki. 1000-6753.tces.240203.TAN Hong,WANG Yuwei,WANG Qiujie,et al. A bilevel dispatching model for electricity-hydrogen integrated energy system based on hydrogen solidity transport[J/OL].Transactions of China Electrotechnical Society,1-15[2024-09-24]. https://doi. org/10.19595/j. cnki. 1000-6753.tces.240203.
- [4] DENG H R,YANG B,CHOW M Y,et al. A decisiondependent hydrogen supply infrastructure planning approach considering causality between vehicles and stations[J]. IEEE Transactions on Sustainable Energy,2024,15(3):1914-1932.
- [5] YANG J,YU F,MA K,et al. Optimal scheduling of electric-hydrogen integrated charging station for new energy vehicles[J].Renewable Energy,2024,224:120224.
- [6]谭洪,邵筑,王秋杰,等.计及储氢安全性的加氢站-配电网协同规划[J/OL].电力自动化设备,1-15[2024-09-22].https://doi.org/10.16081/j.epae.202409011.TAN Hong,SHAO Zhu,WANG Qiujie,et al.Collaborative planning of hydrogen refueling stations and distribution grids incorporating hydrogen storage security[J/OL].Electric Power Automation Equipment,1-15[2024-09-22].https://doi.org/10.16081/j.epae.202409011.
- [7]王书征,单婷婷,赵洋,等.考虑不同制氢方法的高速公路加氢站布局规划[J].电力自动化设备,2024,44(4):9-17.WANG Shuzheng,SHAN Tingting,ZHAO Yang,et al.Layout planning for highway hydrogen refueling stations considering different hydrogen production methods[J].Electric Power Automation Equipment,2024,44(4):9-17.
- [8] LI Y Z,YU C F,LIU Y,et al.Collaborative operation between power network and hydrogen fueling stations with peer-to-peer energy trading[J]. IEEE Transactions on Transportation Electrification,2023,9(1):1521-1540.
- [9] REZAEE JORDEHI A,MANSOURI S A,TOSTADOVéLIZ M,et al.A risk-averse two-stage stochastic model for optimal participation of hydrogen fuel stations in electricity markets[J].International Journal of Hydrogen Energy,2024,49:188-201.
- [10] CARR S,ZHANG F,LIU F,et al.Optimal operation of a hydrogen refuelling station combined with wind power in the electricity market[J]. International Journal of Hydrogen Energy,2016,41(46):21057-21066.
- [11] WU X,ZHAO W C,LI H Y,et al.Multi-stage stochastic programming based offering strategy for hydrogen fueling station in joint energy,reserve markets[J].Renewable Energy,2021,180:605-615.
- [12] EL-TAWEEL N A,KHANI H,FARAG H E Z.Optimal sizing and scheduling of LOHC-based generation and storage plants for concurrent services to transportation sector and ancillary services market[J]. IEEE Transactions on Sustainable Energy,2020,11(3):1381-1393.
- [13] GU Z F,PAN G S,GU W,et al.Robust optimization of scale and revenue for integrated power-to-hydrogen systems within energy,ancillary services,and hydrogen markets[J].IEEE Transactions on Power Systems,2024,39(3):5008-5023.
- [14]王晛,王胜彩,张少华.电碳绿证交易耦合下新能源发电商参与投标竞争的多市场博弈分析[J].电网技术,2024,48(10):4125-4134.WANG Xian,WANG Shengcai,ZHANG Shaohua.Game analysis of coupled electricity-carbon-green certificate markets with strategic bidding of renewable generators[J].Power System Technology,2024,48(10):4125-4134.
- [15]余洋,张瑞丰,陆文韬,等.基于稳定经济模型预测控制的集群电动汽车辅助电网调频控制策略[J].电工技术学报,2022,37(23):6025-6040.YU Yang,ZHANG Ruifeng,LU Wentao,et al.Auxiliary frequency regulation control strategy of aggregated electric vehicles based on Lyapunov-based economic model predictive control[J].Transactions of China Electrotechnical Society,2022,37(23):6025-6040.
- [16]邓振立,冯心雨,王世谦,等.含EV集群的VPP参与主辅联合市场综合优化调度[J].电力系统及其自动化学报,2023,35(2):83-93.DENG Zhenli,FENG Xinyu,WANG Shiqian,et al.Comprehensive optimal scheduling of VPP with EV cluster participating in main and auxiliary joint markets[J]. Proceedings of the CSU-EPSA,2023,35(2):83-93.
- [17]徐湘楚,米增强,詹泽伟,等.考虑多重不确定性的电动汽车聚合商参与能量-调频市场的鲁棒优化模型[J].电工技术学报,2023,38(3):793-805.XU Xiangchu,MI Zengqiang,ZHAN Zewei,et al. A robust optimization model for electric vehicle aggregator participation in energy and frequency regulation markets considering multiple uncertainties[J]. Transactions of China Electrotechnical Society,2023,38(3):793-805.
- [18]江建,张树森,徐峰亮.考虑电动汽车集群响应的分布式资源协同调度策略研究[J].山东电力技术,2024,51(6):1-11.JIANG Jian,ZHANG Shusen,XU Fengliang.Research on the collaborative dispatch strategy of distributed resources considering the response of electric vehicle cluster[J].Shandong Electric Power,2024,51(6):1-11.
- [19]杨英杰,蔡田田,李俊业,等.储能用户多市场协同响应服务优化模型[J].电力信息与通信技术,2024,22(8):10-17.YANG Yingjie,CAI Tiantian,LI Junye,et al.Optimization model for multi market collaborative response services of energy storage users[J].Electric Power Information and Communication Technology,2024,22(8):10-17.
- [20] MATUTE G,YUSTA J M,CORREAS L C. Technoeconomic modelling of water electrolysers in the range of several MW to provide grid services while generating hydrogen for different applications:a case study in Spain applied to mobility with FCEVs[J].International Journal of Hydrogen Energy,2019,44(33):17431-17442.
- [21] KHANI H,EL-TAWEEL N A,FARAG H E Z.Supervisory scheduling of storage-based hydrogen fueling stations for transportation sector and distributed operating reserve in electricity markets[J].IEEE Transactions on Industrial Informatics,2020,16(3):1529-1538.
- [22] DADKHAH A,BOZALAKOV D,DE KOONING J D M,et al.Techno-economic analysis and optimal operation of a hydrogen refueling station providing frequency ancillary services[J].IEEE Transactions on Industry Applications,2022,58(4):5171-5183.
- [23]王俊,徐箭,王晶晶,等.基于条件风险价值的虚拟电厂参与能量及备用市场的双层随机优化[J].电网技术,2024,48(6):2502-2510.WANG Jun,XU Jian,WANG Jingjing,et al.Bi-level stochastic optimization for A virtual power plant participating in energy and reserve market based on conditional value at risk[J]. Power System Technology,2024,48(6):2502-2510.
- [24]陈泽宇,陈艳波.计及循环寿命和电能量-调频市场出清的储能自调度策略[J].电力系统自动化,2024,48(14):28-41.CHEN Zeyu,CHEN Yanbo. Self-scheduling strategy of energy storage considering cycle life and clearing of electric power energy-frequency regulation market[J]. Automation of Electric Power Systems,2024,48(14):28-41.
- [25] JIANG T,YUAN C G,BAI L Q,et al.Bi-level strategic bidding model of gas-fired units in interdependent electricity and natural gas markets[J].IEEE Transactions on Sustainable Energy,2022,13(1):328-340.
- [26] YI Z K,XU Y L,WANG H Z,et al.Coordinated operation strategy for a virtual power plant with multiple DER aggregators[J]. IEEE Transactions on Sustainable Energy,2021,12(4):2445-2458.
- [27]冯野牧,吕干云,史明明,等.考虑EV充放电意愿的园区综合能源系统双层优化调度[J].电力工程技术,2024,43(2):142-153.FENG Yemu,LYU Ganyun,SHI Mingming,et al.Twolayer optimal scheduling of park integrated energy system considering the charging and discharging willingness of electric vehicles[J].Electric Power Engineering Technology,2024,43(2):142-153.
- [28]舒征宇,朱凯翔,王灿,等.考虑碳交易的虚拟电厂日前电力市场竞价策略[J].电力工程技术,2024,43(5):58-68.SHU Zhengyu,ZHU Kaixiang,WANG Can,et al.Virtual power plants participating in day-ahead electricity market bidding strategy considering carbon trading[J]. Electric Power Engineering Technology,2024,43(5):58-68.
- [29] WANG J,XU J,KE D P,et al.A tri-level framework for distribution-level market clearing considering strategic participation of electrical vehicles and interactions with wholesale market[J].Applied Energy,2023,329:120230.