RESEARCH ON OPTIMAL DISPATCH STRATEGY OF WIND AND SOLAR SELF-CONSISTENT MICROGRID IN ROAD TRANSPORTATION SYSTEM WITH HYDROGEN ENERGY STORAGE

Shi Ruifeng; Ning Jin; Gao Yuqin; Jia Limin

doi:10.19912/j.0254-0096.tynxb.2022-1066

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Acta Energiae Solaris Sinica ›› 2023, Vol. 44 ›› Issue (11) : 513-521. DOI: 10.19912/j.0254-0096.tynxb.2022-1066

RESEARCH ON OPTIMAL DISPATCH STRATEGY OF WIND AND SOLAR SELF-CONSISTENT MICROGRID IN ROAD TRANSPORTATION SYSTEM WITH HYDROGEN ENERGY STORAGE

Shi Ruifeng^1,2, Ning Jin¹, Gao Yuqin¹, Jia Limin^2,3

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Abstract

A microgrid dispatch optimization model with wind and solar power generation, together with battery and hydrogen energy storage system, is proposed in this paper, in which maximum net income of the service area microgrid is employed as optimization objective and the power balance of the microgrid system is employed as the constraint. A CPLEX-based solver is adopted to analyze and optimize the problem, and three optimization schemes are compared for case study, which takes pure battery, pure hydrogen energy storage, and hybrid battery and hydrogen energy storage system into consideration respectively. Experimental results show that the hybrid wind and solar power generation microgrid with hydrogen energy storage system performs better on the indices of resource utilization and power system reliability simultaneously, which verifies the effectiveness of the method proposed in this study.

Key words

renewable energy / hydrogen energy storage / microgrids / electric load dispatching / transport and energy integration / highway service areas

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Shi Ruifeng, Ning Jin, Gao Yuqin, Jia Limin. RESEARCH ON OPTIMAL DISPATCH STRATEGY OF WIND AND SOLAR SELF-CONSISTENT MICROGRID IN ROAD TRANSPORTATION SYSTEM WITH HYDROGEN ENERGY STORAGE[J]. Acta Energiae Solaris Sinica. 2023, 44(11): 513-521 https://doi.org/10.19912/j.0254-0096.tynxb.2022-1066

References

[1] 张运洲, 张宁, 代红才, 等. 中国电力系统低碳发展分析模型构建与转型路径比较[J]. 中国电力, 2021, 54(3): 1-11.
ZHANG Y Z, ZHANG N, DAI H C, et al.Model construction and pathways of low-carbon transition of China's power system[J]. Electric power, 2021, 54(3): 1-11.
[2] RIFKIN J.The third industrial revolution: how lateral power is transforming energy, the economy, and the world[J]. Civil engineering, 2012, 82(1): 74-75.
[3] GUO L K, WANG H.Non-intrusive movable energy harvesting devices: materials, designs, and their prospective uses on transportation infrastructures[J]. Renewable and sustainable energy reviews, 2022, 160: 112340.
[4] HOSSAIN M F.Application of wind energy into the transportation sector[J]. International journal of precision engineering and manufacturing-green technology, 2021, 8(4): 1225-1237.
[5] GUO L K, LU Q.Potentials of piezoelectric and thermoelectric technologies for harvesting energy from pavements[J]. Renewable and sustainable energy reviews, 2017, 72: 761-773.
[6] WANG H, JASIM A, CHEN X D.Energy harvesting technologies in roadway and bridge for different applications: a comprehensive review[J]. Applied energy, 2018, 212: 1083-1094.
[7] POPE K, DINCER I, NATERER G F.Energy and exergy efficiency comparison of horizontal and vertical axis wind turbines[J]. Renewable energy, 2010, 35(9): 2102-2113.
[8] NOMAN F, ALKAHTANI A A, AGELIDIS V, et al.Wind-energy-powered electric vehicle charging stations: resource availability data analysis[J]. Applied sciences, 2020, 10(16): 5654.
[9] ØSTERGAARD P A, MATHIESEN B V, MÖLLER B, et al. A renewable energy scenario for Aalborg Municipality based on low-temperature geothermal heat, wind power and biomass[J]. Energy, 2010, 35(12): 4892-4901.
[10] LUND H, MÜNSTER E. Management of surplus electricity-production from a fluctuating renewable-energy source[J]. Applied energy, 2003, 76(1-3): 65-74.
[11] DROSTE-FRANKE B, PAAL B P, REHTANZ C, et al.Demand for balancing electrical energy and power[M]. Heidelberg: Springer, 2012: 61-82.
[12] ØSTERGAARD P A, LUND H.A renewable energy system in Frederikshavn using low-temperature geothermal energy for district heating[J]. Applied energy, 2011, 88(2): 479-487.
[13] 冉金周, 李华强, 李彦君, 等. 考虑灵活性供需匹配的孤岛微网优化调度策略[J]. 太阳能学报, 2022, 43(5): 36-44.
RAN J Z, LI H Q, LI Y J, et al.Optimal scheduling of isolated microgrid considering flexible power supply and demand[J]. Acta energiae solaris sinica, 2022, 43(5): 36-44.
[14] SHAH P, MEHTA B.Microgrid optimal scheduling with renewable energy sources considering islanding constraints[J]. Iranian journal of science and technology, transactions of electrical engineering, 2020, 44(2): 805-819.
[15] ZHANG Z, WANG J X, DING T, et al.A two-layer model for microgrid real-time dispatch based on energy storage system charging/discharging hidden costs[J]. IEEE transactions on sustainable energy, 2017, 8(1): 33-42.
[16] 陈深, 肖俊阳, 黄玉程, 等. 基于改进量子粒子群算法的微网多目标优化调度[J]. 电力科学与技术学报, 2015, 30(2): 41-47.
CHEN S, XIAO J Y, HUANG Y C, et al.Multi-objective optimal dispatching of micro-grid with improved quantum-behaved particle swarm algorithm[J]. Journal of electric power science and technology, 2015, 30(2): 41-47.
[17] 贾利民, 师瑞峰, 吉莉, 等. 我国道路交通与能源融合发展战略研究[J]. 中国工程科学, 2022, 24(3): 163-172.
JIA L M, SHI R F, JI L, et al.Road transportation and energy integration strategy in China[J]. Strategic study of CAE, 2022, 24(3): 163-172.
[18] 朱蓉, 王阳, 向洋, 等. 中国风能资源气候特征和开发潜力研究[J]. 太阳能学报, 2021, 42(6): 409-418.
ZHU R, WANG Y, XIANG Y, et al.Stydy on climate characteristics and development potential of wind energy resources in China[J]. Acta energiae solaris sinica, 2021, 42(6): 409-418.
[19] SIYAL S H, MENTIS D, MÖRTBERG U, et al. A preliminary assessment of wind generated hydrogen production potential to reduce the gasoline fuel used in road transport sector of Sweden[J]. International journal of hydrogen energy, 2015, 40(20): 6501-6511.
[20] 中华人民共和国自然资源部. 《光伏发电站工程项目用地控制指标》[EB/OL]. (2022-12-05)[2023-10-24].http://gi.mnr.gov.cn/202212/t20221205_2769519.html.
Ministry of Natural Resources, People's Republic of China. Land quota of photovoltaic power station project[EB/OL]. (2022-12-05)[2023-10-24].http://gi.mnr.gov.cn/202212/t20221205_2769519.html.
[21] 张晨佳, 蔡军, 张玉魁, 等. 基于热力学平衡的高温固体氧化物电解水制氢模拟[J]. 太阳能学报, 2021, 42(9): 210-217.
ZHANG C J, CAI J, ZHANG Y K, et al.Simulation of high temperature solid oxide water electrolysis for hydrogen production based on thermodynamic equilibrium[J]. Acta energiae solaris sinica, 2021, 42(9): 210-217.
[22] 刘应都, 郭红霞, 欧阳晓平. 氢燃料电池技术发展现状及未来展望[J]. 中国工程科学, 2021, 23(4): 162-171.
LIU Y D, GUO H X, OUYANG X P.Development status and future prospects of hydrogen fuel cell technology[J]. Strategic study of CAE, 2021, 23(4): 162-171.
[23] 中国电动汽车百人会. 中国氢能产业发展报告2022 [R]. 北京: 中国电动汽车百人会, 2022: 29-38 (2022-06-15) [2022-07-14]. http://www.ev100plus.com/report/.
China Electric Vehicle Association. China hydrogen industry development report2022[R]. Beijing: China electric vehicle association, 2022: 11-17 (2022-06-15) [2022-07-14]. http://www.ev100plus.com/report/.
[24] 中国氢能联盟. 中国氢能源及燃料电池产业白皮书 [R]. 北京: 中国氢能联盟, 2019: 31-36 (2019-06-26) [2022-07-16]. http://www.h2cn.org.cn/Uploads/File/2019/07/25/u5d396adeac 15e.pdf.
China Hydrogen Energy Alliance. White paper on China′s hydrogen energy and fuel cell industry[R]. Beijing: China hydrogen energy alliance, 2019: 31-36 (2019-06-26) [2022- 07-16]. http://www.h2cn.org.cn/Uploads/File/2019/07/25/u5d396adeac15e.pdf.
[25] 贾利民, 师瑞峰, 吉莉, 等. 轨道与道路交通与能源融合发展战略研究报告: 道路篇[R]. 北京: 中国工程院战略咨询报告, 2022.
JIA L M, SHI R F, JI L, et al.Research report on integrated development strategy of rail and road transportation and energy: road[R]. Beijing: Strategic consulting report of Chinese Academy of Engineering, 2022.
[26] 徐诗鸿, 张宏志, 林湘宁, 等. 近海海岛多态能源供需自洽系统日前优化调度策略[J]. 中国电机工程学报, 2019, 39(增刊1): 15-29.
XU S H, ZHANG H Z, LIN X N, et al.Optimal day-ahead dispatching strategy for polymorphic energy self-consistent system with supply and demand for offshore island[J]. Proceedings of the CSEE, 2019, 39(S1): 15-29.
[27] 吴雄, 王秀丽, 王建学, 等. 微网经济调度问题的混合整数规划方法[J]. 中国电机工程学报, 2013, 33(28): 1-9.
WU X, WANG X L, WANG J X, et al.Economic generation scheduling of a microgrid using mixed integer programming[J]. Proceedings of the CSEE, 2013, 33(28): 1-9.