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Modeling and dispatch of advanced adiabatic compressed air energy storage under wide operating range in distribution systems with renewable generation

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  • Bai, Jiayu
  • Wei, Wei
  • Chen, Laijun
  • Mei, Shengwei

Abstract

Advanced adiabatic compressed air energy storage (AA-CAES) is a scalable physical energy storage technology with great potential in peak regulation and renewables accommodation. Due to load fluctuation and limited volume of air tank and heat reservoir, the operating status of AA-CAES often varies in a wide range, which is called off-design or part load status, and thus the charging/discharging efficiency and generation capacity tightly correlate with the power level and storage states. This paper proposes a tri-state model of AA-CAES which meets the computational requirements of power system dispatch. Thermodynamics at the compression and expansion side can be characterized via either theoretical analysis or experiments, and the three storage states that impact charging/discharging power is calibrated by piecewise linear functions. By above construction, AA-CAES resembles a traditional battery storage except for the three correlated storage states and state-dependent charging/discharging efficiencies, while the thermodynamics related information is encapsulated in the piecewise linear approximation. As a result, the power system dispatch problem gives rise to a mixed-integer nonlinear program. An efficient linearization method is proposed, in which the number of binary variables involved is a logarithmic function in the number of breakpoints. IEEE 33-bus system is used to validate the proposed model.

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  • Bai, Jiayu & Wei, Wei & Chen, Laijun & Mei, Shengwei, 2020. "Modeling and dispatch of advanced adiabatic compressed air energy storage under wide operating range in distribution systems with renewable generation," Energy, Elsevier, vol. 206(C).
  • Handle: RePEc:eee:energy:v:206:y:2020:i:c:s0360544220311580
    DOI: 10.1016/j.energy.2020.118051
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    as
    1. Tafone, Alessio & Ding, Yulong & Li, Yongliang & Xie, Chunping & Romagnoli, Alessandro, 2020. "Levelised Cost of Storage (LCOS) analysis of liquid air energy storage system integrated with Organic Rankine Cycle," Energy, Elsevier, vol. 198(C).
    2. Rehman, Shafiqur & Al-Hadhrami, Luai M. & Alam, Md. Mahbub, 2015. "Pumped hydro energy storage system: A technological review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 586-598.
    3. Akbari, Ebrahim & Hooshmand, Rahmat-Allah & Gholipour, Mehdi & Parastegari, Moein, 2019. "Stochastic programming-based optimal bidding of compressed air energy storage with wind and thermal generation units in energy and reserve markets," Energy, Elsevier, vol. 171(C), pages 535-546.
    4. Benato, Alberto, 2017. "Performance and cost evaluation of an innovative Pumped Thermal Electricity Storage power system," Energy, Elsevier, vol. 138(C), pages 419-436.
    5. Drury, Easan & Denholm, Paul & Sioshansi, Ramteen, 2011. "The value of compressed air energy storage in energy and reserve markets," Energy, Elsevier, vol. 36(8), pages 4959-4973.
    6. Aliasghari, Parinaz & Zamani-Gargari, Milad & Mohammadi-Ivatloo, Behnam, 2018. "Look-ahead risk-constrained scheduling of wind power integrated system with compressed air energy storage (CAES) plant," Energy, Elsevier, vol. 160(C), pages 668-677.
    7. Haisheng Chen & Xinjing Zhang & Jinchao Liu & Chunqing Tan, 2013. "Compressed Air Energy Storage," Chapters, in: Ahmed F. Zobaa (ed.), Energy Storage - Technologies and Applications, IntechOpen.
    8. Leonard, Matthew D. & Michaelides, Efstathios E. & Michaelides, Dimitrios N., 2020. "Energy storage needs for the substitution of fossil fuel power plants with renewables," Renewable Energy, Elsevier, vol. 145(C), pages 951-962.
    9. Cheng, Chuntian & Su, Chengguo & Wang, Peilin & Shen, Jianjian & Lu, Jianyu & Wu, Xinyu, 2018. "An MILP-based model for short-term peak shaving operation of pumped-storage hydropower plants serving multiple power grids," Energy, Elsevier, vol. 163(C), pages 722-733.
    10. Taner, Tolga, 2018. "Energy and exergy analyze of PEM fuel cell: A case study of modeling and simulations," Energy, Elsevier, vol. 143(C), pages 284-294.
    11. Rahmanifard, Hamid & Plaksina, Tatyana, 2019. "Hybrid compressed air energy storage, wind and geothermal energy systems in Alberta: Feasibility simulation and economic assessment," Renewable Energy, Elsevier, vol. 143(C), pages 453-470.
    12. Nojavan, Sayyad & Najafi-Ghalelou, Afshin & Majidi, Majid & Zare, Kazem, 2018. "Optimal bidding and offering strategies of merchant compressed air energy storage in deregulated electricity market using robust optimization approach," Energy, Elsevier, vol. 142(C), pages 250-257.
    13. Christoph Jakiel & Stefan Zunft & Andreas Nowi, 2007. "Adiabatic compressed air energy storage plants for efficient peak load power supply from wind energy: the European project AA-CAES," International Journal of Energy Technology and Policy, Inderscience Enterprises Ltd, vol. 5(3), pages 296-306.
    14. Zhao, Pan & Gao, Lin & Wang, Jiangfeng & Dai, Yiping, 2016. "Energy efficiency analysis and off-design analysis of two different discharge modes for compressed air energy storage system using axial turbines," Renewable Energy, Elsevier, vol. 85(C), pages 1164-1177.
    15. Luo, Xing & Wang, Jihong & Krupke, Christopher & Wang, Yue & Sheng, Yong & Li, Jian & Xu, Yujie & Wang, Dan & Miao, Shihong & Chen, Haisheng, 2016. "Modelling study, efficiency analysis and optimisation of large-scale Adiabatic Compressed Air Energy Storage systems with low-temperature thermal storage," Applied Energy, Elsevier, vol. 162(C), pages 589-600.
    16. Jadidbonab, Mohammad & Babaei, Ebrahim & Mohammadi-ivatloo, Behnam, 2019. "CVaR-constrained scheduling strategy for smart multi carrier energy hub considering demand response and compressed air energy storage," Energy, Elsevier, vol. 174(C), pages 1238-1250.
    17. Han, Zhonghe & Guo, Senchuang, 2018. "Investigation of operation strategy of combined cooling, heating and power(CCHP) system based on advanced adiabatic compressed air energy storage," Energy, Elsevier, vol. 160(C), pages 290-308.
    18. Jiang, Runhua & Qin, Frank G.F. & Chen, Baiman & Yang, Xiaoping & Yin, Huibin & Xu, Yongjun, 2019. "Thermodynamic performance analysis, assessment and comparison of an advanced trigenerative compressed air energy storage system under different operation strategies," Energy, Elsevier, vol. 186(C).
    19. Meng, Hui & Wang, Meihong & Olumayegun, Olumide & Luo, Xiaobo & Liu, Xiaoyan, 2019. "Process design, operation and economic evaluation of compressed air energy storage (CAES) for wind power through modelling and simulation," Renewable Energy, Elsevier, vol. 136(C), pages 923-936.
    20. McTigue, Joshua D. & White, Alexander J. & Markides, Christos N., 2015. "Parametric studies and optimisation of pumped thermal electricity storage," Applied Energy, Elsevier, vol. 137(C), pages 800-811.
    21. He, Yang & Chen, Haisheng & Xu, Yujie & Deng, Jianqiang, 2018. "Compression performance optimization considering variable charge pressure in an adiabatic compressed air energy storage system," Energy, Elsevier, vol. 165(PB), pages 349-359.
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    Cited by:

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    2. Wu, Danman & Bai, Jiayu & Wei, Wei & Chen, Laijun & Mei, Shengwei, 2021. "Optimal bidding and scheduling of AA-CAES based energy hub considering cascaded consumption of heat," Energy, Elsevier, vol. 233(C).
    3. Bazdar, Elaheh & Sameti, Mohammad & Nasiri, Fuzhan & Haghighat, Fariborz, 2022. "Compressed air energy storage in integrated energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    4. Gouda, El Mehdi & Neu, Thibault & Benaouicha, Mustapha & Fan, Yilin & Subrenat, Albert & Luo, Lingai, 2023. "Experimental and numerical investigation on the flow and heat transfer behaviors during a compression–cooling–expansion cycle using a liquid piston for compressed air energy storage," Energy, Elsevier, vol. 277(C).
    5. Bai, Jiayu & Liu, Feng & Xue, Xiaodai & Wei, Wei & Chen, Laijun & Wang, Guohua & Mei, Shengwei, 2021. "Modelling and control of advanced adiabatic compressed air energy storage under power tracking mode considering off-design generating conditions," Energy, Elsevier, vol. 218(C).
    6. Emiliano Borri & Alessio Tafone & Gabriele Comodi & Alessandro Romagnoli & Luisa F. Cabeza, 2022. "Compressed Air Energy Storage—An Overview of Research Trends and Gaps through a Bibliometric Analysis," Energies, MDPI, vol. 15(20), pages 1-21, October.
    7. Wang, Xuan & Wang, Shouxiang & Zhao, Qianyu & Lin, Zhuoran, 2023. "Low-carbon coordinated operation of electric-heat-gas-hydrogen interconnected system and benchmark design considering multi-energy spatial and dynamic coupling," Energy, Elsevier, vol. 279(C).
    8. He, Wei & Dooner, Mark & King, Marcus & Li, Dacheng & Guo, Songshan & Wang, Jihong, 2021. "Techno-economic analysis of bulk-scale compressed air energy storage in power system decarbonisation," Applied Energy, Elsevier, vol. 282(PA).
    9. He, Yang & MengWang, & Chen, Haisheng & Xu, Yujie & Deng, Jianqiang, 2021. "Thermodynamic research on compressed air energy storage system with turbines under sliding pressure operation," Energy, Elsevier, vol. 222(C).
    10. Li, Guangkuo & Chen, Laijun & Xue, Xiaodai & Guo, Zhongjie & Wang, Guohua & Xie, Ningning & Mei, Shengwei, 2022. "Multi-mode optimal operation of advanced adiabatic compressed air energy storage: Explore its value with condenser operation," Energy, Elsevier, vol. 248(C).
    11. Fu, Hailun & Hua, Qingsong & Shi, Juan & Sun, Li, 2023. "Photothermal-assisted scheme design and thermodynamic analysis of advanced adiabatic compressed air energy storage system," Renewable Energy, Elsevier, vol. 215(C).
    12. Gouda, El Mehdi & Benaouicha, Mustapha & Neu, Thibault & Fan, Yilin & Luo, Lingai, 2022. "Flow and heat transfer characteristics of air compression in a liquid piston for compressed air energy storage," Energy, Elsevier, vol. 254(PB).

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