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A financial model for lithium-ion storage in a photovoltaic and biogas energy system

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  • Lai, Chun Sing
  • Locatelli, Giorgio
  • Pimm, Andrew
  • Tao, Yingshan
  • Li, Xuecong
  • Lai, Loi Lei

Abstract

Electrical energy storage (EES) such as lithium-ion (Li-ion) batteries can reduce curtailment of renewables, maximizing renewable utilization by storing surplus electricity. Several techno-economic analyses have been performed on EES, but few have investigated the financial performance. This paper presents a state-of-the-art financial model obtaining novel and significative financial and economics results when applied to Li-ion EES. This work is a significant step forward since traditional analysis on EES are based on oversimplified and unrealistic economic models. A discounted cash flow model for the Li-ion EES is introduced and applied to examine the financial performance of three EES operating scenarios. Real-life solar irradiance, load, and retail electricity price data from Kenya are used to develop a set of case studies. The EES is coupled with photovoltaics and an anaerobic digestion biogas power plant. The results show the impact of capital cost: the Li-ion project is unprofitable in Kenya with a capital cost of 1500 $/kWh, but is profitable at 200 $/kWh. The study shows that the EES will generate a higher profit if it is cycled more frequently (hence a higher lifetime electricity output) although the lifetime is reduced due to degradation.

Suggested Citation

  • Lai, Chun Sing & Locatelli, Giorgio & Pimm, Andrew & Tao, Yingshan & Li, Xuecong & Lai, Loi Lei, 2019. "A financial model for lithium-ion storage in a photovoltaic and biogas energy system," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    • Handle: RePEc:eee:appene:v:251:y:2019:i:c:2
    DOI: 10.1016/j.apenergy.2019.04.175
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    References listed on IDEAS

    as
    1. Vijay, Avinash & Fouquet, Nicolas & Staffell, Iain & Hawkes, Adam, 2017. "The value of electricity and reserve services in low carbon electricity systems," Applied Energy, Elsevier, vol. 201(C), pages 111-123.
    2. Sweerts, Bart & Longa, Francesco Dalla & van der Zwaan, Bob, 2019. "Financial de-risking to unlock Africa's renewable energy potential," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 75-82.
    3. Locatelli, Giorgio & Mancini, Mauro, 2010. "Small-medium sized nuclear coal and gas power plant: A probabilistic analysis of their financial performances and influence of CO2 cost," Energy Policy, Elsevier, vol. 38(10), pages 6360-6374, October.
    4. Kayser, Dirk, 2016. "Solar photovoltaic projects in China: High investment risks and the need for institutional response," Applied Energy, Elsevier, vol. 174(C), pages 144-152.
    5. Zakeri, Behnam & Syri, Sanna, 2015. "Electrical energy storage systems: A comparative life cycle cost analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 569-596.
    6. Lai, Chun Sing & McCulloch, Malcolm D., 2017. "Levelized cost of electricity for solar photovoltaic and electrical energy storage," Applied Energy, Elsevier, vol. 190(C), pages 191-203.
    7. Lam, Patrick T.I. & Law, Angel O.K., 2018. "Financing for renewable energy projects: A decision guide by developmental stages with case studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 937-944.
    8. Bordin, Chiara & Anuta, Harold Oghenetejiri & Crossland, Andrew & Gutierrez, Isabel Lascurain & Dent, Chris J. & Vigo, Daniele, 2017. "A linear programming approach for battery degradation analysis and optimization in offgrid power systems with solar energy integration," Renewable Energy, Elsevier, vol. 101(C), pages 417-430.
    9. Andrea Micangeli & Riccardo Del Citto & Isaac Nzue Kiva & Simone Giovanni Santori & Valeria Gambino & Jeremiah Kiplagat & Daniele Viganò & Davide Fioriti & Davide Poli, 2017. "Energy Production Analysis and Optimization of Mini-Grid in Remote Areas: The Case Study of Habaswein, Kenya," Energies, MDPI, vol. 10(12), pages 1-23, December.
    10. Ondraczek, Janosch, 2014. "Are we there yet? Improving solar PV economics and power planning in developing countries: The case of Kenya," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 604-615.
    11. Mills, S.J. & Taylor, Melissa, 1994. "Project finance for renewable energy," Renewable Energy, Elsevier, vol. 5(1), pages 700-708.
    12. Zhu, Lijing & Zhang, Qi & Lu, Huihui & Li, Hailong & Li, Yan & McLellan, Benjamin & Pan, Xunzhang, 2017. "Study on crowdfunding’s promoting effect on the expansion of electric vehicle charging piles based on game theory analysis," Applied Energy, Elsevier, vol. 196(C), pages 238-248.
    13. Das, Barun K. & Hoque, Najmul & Mandal, Soumya & Pal, Tapas Kumar & Raihan, Md Abu, 2017. "A techno-economic feasibility of a stand-alone hybrid power generation for remote area application in Bangladesh," Energy, Elsevier, vol. 134(C), pages 775-788.
    14. Garvey, S.D. & Eames, P.C. & Wang, J.H. & Pimm, A.J. & Waterson, M. & MacKay, R.S. & Giulietti, M. & Flatley, L.C. & Thomson, M. & Barton, J. & Evans, D.J. & Busby, J. & Garvey, J.E., 2015. "On generation-integrated energy storage," Energy Policy, Elsevier, vol. 86(C), pages 544-551.
    15. Berrada, Asmae & Loudiyi, Khalid & Zorkani, Izeddine, 2017. "Profitability, risk, and financial modeling of energy storage in residential and large scale applications," Energy, Elsevier, vol. 119(C), pages 94-109.
    16. Luo, Xing & Wang, Jihong & Dooner, Mark & Clarke, Jonathan, 2015. "Overview of current development in electrical energy storage technologies and the application potential in power system operation," Applied Energy, Elsevier, vol. 137(C), pages 511-536.
    17. Krupa, Joel & Harvey, L.D. Danny, 2017. "Renewable electricity finance in the United States: A state-of-the-art review," Energy, Elsevier, vol. 135(C), pages 913-929.
    18. Federica Cucchiella & Idiano D’Adamo & Massimo Gastaldi, 2017. "The Economic Feasibility of Residential Energy Storage Combined with PV Panels: The Role of Subsidies in Italy," Energies, MDPI, vol. 10(9), pages 1-18, September.
    19. Kaldellis, J.K. & Zafirakis, D. & Kaldelli, E.L. & Kavadias, K., 2009. "Cost benefit analysis of a photovoltaic-energy storage electrification solution for remote islands," Renewable Energy, Elsevier, vol. 34(5), pages 1299-1311.
    20. Damian Shaw-Williams & Connie Susilawati & Geoffrey Walker, 2018. "Value of Residential Investment in Photovoltaics and Batteries in Networks: A Techno-Economic Analysis," Energies, MDPI, vol. 11(4), pages 1-25, April.
    21. Mundada, Aishwarya S. & Shah, Kunal K. & Pearce, J.M., 2016. "Levelized cost of electricity for solar photovoltaic, battery and cogen hybrid systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 692-703.
    22. Belderbos, Andreas & Delarue, Erik & Kessels, Kris & D'haeseleer, William, 2017. "Levelized cost of storage — Introducing novel metrics," Energy Economics, Elsevier, vol. 67(C), pages 287-299.
    23. Locatelli, Giorgio & Palerma, Emanuele & Mancini, Mauro, 2015. "Assessing the economics of large Energy Storage Plants with an optimisation methodology," Energy, Elsevier, vol. 83(C), pages 15-28.
    24. Lai, Chun Sing & Jia, Youwei & Lai, Loi Lei & Xu, Zhao & McCulloch, Malcolm D. & Wong, Kit Po, 2017. "A comprehensive review on large-scale photovoltaic system with applications of electrical energy storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 439-451.
    25. Ahmad, Jameel & Imran, Muhammad & Khalid, Abdullah & Iqbal, Waseem & Ashraf, Syed Rehan & Adnan, Muhammad & Ali, Syed Farooq & Khokhar, Khawar Siddique, 2018. "Techno economic analysis of a wind-photovoltaic-biomass hybrid renewable energy system for rural electrification: A case study of Kallar Kahar," Energy, Elsevier, vol. 148(C), pages 208-234.
    26. Ondraczek, Janosch & Komendantova, Nadejda & Patt, Anthony, 2015. "WACC the dog: The effect of financing costs on the levelized cost of solar PV power," Renewable Energy, Elsevier, vol. 75(C), pages 888-898.
    27. Dalla Longa, Francesco & van der Zwaan, Bob, 2017. "Do Kenya’s climate change mitigation ambitions necessitate large-scale renewable energy deployment and dedicated low-carbon energy policy?," Renewable Energy, Elsevier, vol. 113(C), pages 1559-1568.
    28. Yildiz, Özgür, 2014. "Financing renewable energy infrastructures via financial citizen participation – The case of Germany," Renewable Energy, Elsevier, vol. 68(C), pages 677-685.
    29. Steffen, Bjarne, 2018. "The importance of project finance for renewable energy projects," Energy Economics, Elsevier, vol. 69(C), pages 280-294.
    30. Sidhu, Arjan S. & Pollitt, Michael G. & Anaya, Karim L., 2018. "A social cost benefit analysis of grid-scale electrical energy storage projects: A case study," Applied Energy, Elsevier, vol. 212(C), pages 881-894.
    31. Obi, Manasseh & Jensen, S.M. & Ferris, Jennifer B. & Bass, Robert B., 2017. "Calculation of levelized costs of electricity for various electrical energy storage systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 908-920.
    32. Holger C. Hesse & Michael Schimpe & Daniel Kucevic & Andreas Jossen, 2017. "Lithium-Ion Battery Storage for the Grid—A Review of Stationary Battery Storage System Design Tailored for Applications in Modern Power Grids," Energies, MDPI, vol. 10(12), pages 1-42, December.
    33. Lam, Patrick T.I. & Law, Angel O.K., 2016. "Crowdfunding for renewable and sustainable energy projects: An exploratory case study approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 11-20.
    34. Rose, Amy & Stoner, Robert & Pérez-Arriaga, Ignacio, 2016. "Prospects for grid-connected solar PV in Kenya: A systems approach," Applied Energy, Elsevier, vol. 161(C), pages 583-590.
    35. Locatelli, Giorgio & Invernizzi, Diletta Colette & Mancini, Mauro, 2016. "Investment and risk appraisal in energy storage systems: A real options approach," Energy, Elsevier, vol. 104(C), pages 114-131.
    36. Wang, Xiaotong & Lu, Meijun & Mao, Wei & Ouyang, Jinlong & Zhou, Bo & Yang, Yunkai, 2015. "Improving benefit-cost analysis to overcome financing difficulties in promoting energy-efficient renovation of existing residential buildings in China," Applied Energy, Elsevier, vol. 141(C), pages 119-130.
    37. Shahzad, M. Kashif & Zahid, Adeem & ur Rashid, Tanzeel & Rehan, Mirza Abdullah & Ali, Muzaffar & Ahmad, Mueen, 2017. "Techno-economic feasibility analysis of a solar-biomass off grid system for the electrification of remote rural areas in Pakistan using HOMER software," Renewable Energy, Elsevier, vol. 106(C), pages 264-273.
    38. Xia, Shiwei & Chan, K.W. & Luo, Xiao & Bu, Siqi & Ding, Zhaohao & Zhou, Bin, 2018. "Optimal sizing of energy storage system and its cost-benefit analysis for power grid planning with intermittent wind generation," Renewable Energy, Elsevier, vol. 122(C), pages 472-486.
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