IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v377y2025ipas0306261924018464.html
   My bibliography  Save this article

Sustainable development through the balancing of photovoltaic charging facilities and agriculture for energy harvesting

Author

Listed:
  • Goh, Hui Hwang
  • Huang, Changhe
  • Liang, Xue
  • Xie, Haonan
  • Zhang, Dongdong
  • Dai, Wei
  • Kurniawan, Tonni Agustiono
  • Wong, Shen Yuong
  • Goh, Kai Chen

Abstract

Photovoltaics (PV) and electric vehicles (EVs) provide viable alternatives for powering rural areas and promoting sustainable development. However, solar energy and agricultural land compete with each other, necessitating a balance between energy needs and land preservation. Despite the potential of agricultural PV charging stations, there is a lack of research on their operational models, policies, stakeholder interactions, and feasibility of development. This study combines renewable energy and charging infrastructure subsidy policies, utilizes a public-private partnership model, and employs evolutionary game theory to establish a theoretical framework exploring strategic interactions among energy operators, EV users, and farmers. The model considers the impacts of generation, charging, and agricultural elements, conducting techno-economic research. A case study conducted in Sioux Falls, South Dakota, USA, revealed subsequent findings: (1) The players' evolutionary stable approach ultimately converges to (1,1,1). When renewable energy subsidies are decreased by 50 %, the likelihood of active engagement for energy operators drops to 0, and for farmers, it falls to 0.8. (2) As the usage duration of charging facilities grows by 50 %, energy operators and EVUs make steady progress before reaching 0.2 cycles, but farmers encounter a delay after 0.4 cycles. (3) It is feasible to fulfil the yearly charging requirements for EVs in Sioux Falls and South Dakota using only 7.4 ha and less than 22 ha of agricultural land area, respectively. Investors in Sioux Falls have the potential to earn an annual income of $1.1085 million, generate 7906.07 MWh of electricity, and reduce GHG emissions by 6525.91 tons of CO2-equivalent. Although farmers generate higher annual revenue, it typically takes them over a decade to reach the point of breaking even, and their return on investment is comparatively lower than that of energy operators.

Suggested Citation

  • Goh, Hui Hwang & Huang, Changhe & Liang, Xue & Xie, Haonan & Zhang, Dongdong & Dai, Wei & Kurniawan, Tonni Agustiono & Wong, Shen Yuong & Goh, Kai Chen, 2025. "Sustainable development through the balancing of photovoltaic charging facilities and agriculture for energy harvesting," Applied Energy, Elsevier, vol. 377(PA).
  • Handle: RePEc:eee:appene:v:377:y:2025:i:pa:s0306261924018464
    DOI: 10.1016/j.apenergy.2024.124463
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261924018464
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2024.124463?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sharda, S. & Garikapati, V.M. & Goulias, K.G. & Reyna, J.L. & Sun, B. & Spurlock, C.A. & Needell, Z., 2024. "The electric vehicles-solar photovoltaics Nexus: Driving cross-sectoral adoption of sustainable technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
    2. Elamri, Y. & Cheviron, B. & Lopez, J.-M. & Dejean, C. & Belaud, G., 2018. "Water budget and crop modelling for agrivoltaic systems: Application to irrigated lettuces," Agricultural Water Management, Elsevier, vol. 208(C), pages 440-453.
    3. Trommsdorff, Max & Hopf, Michaela & Hörnle, Oliver & Berwind, Matthew & Schindele, Stephan & Wydra, Kerstin, 2023. "Can synergies in agriculture through an integration of solar energy reduce the cost of agrivoltaics? An economic analysis in apple farming," Applied Energy, Elsevier, vol. 350(C).
    4. Daniel Friedman, 1998. "On economic applications of evolutionary game theory," Journal of Evolutionary Economics, Springer, vol. 8(1), pages 15-43.
    5. Feuerbacher, Arndt & Laub, Moritz & Högy, Petra & Lippert, Christian & Pataczek, Lisa & Schindele, Stephan & Wieck, Christine & Zikeli, Sabine, 2021. "An analytical framework to estimate the economics and adoption potential of dual land-use systems: The case of agrivoltaics," Agricultural Systems, Elsevier, vol. 192(C).
    6. Rehman, Anis Ur & Ullah, Zia & Shafiq, Aqib & Hasanien, Hany M. & Luo, Peng & Badshah, Fazal, 2023. "Load management, energy economics, and environmental protection nexus considering PV-based EV charging stations," Energy, Elsevier, vol. 281(C).
    7. Wagner, Johanna & Bühner, Charlotte & Gölz, Sebastian & Trommsdorff, Max & Jürkenbeck, Kristin, 2024. "Factors influencing the willingness to use agrivoltaics: A quantitative study among German farmers," Applied Energy, Elsevier, vol. 361(C).
    8. Unai Alvarez-Rodriguez & Federico Battiston & Guilherme Ferraz Arruda & Yamir Moreno & Matjaž Perc & Vito Latora, 2021. "Evolutionary dynamics of higher-order interactions in social networks," Nature Human Behaviour, Nature, vol. 5(5), pages 586-595, May.
    9. Arlt, Marie-Louise & Astier, Nicolas, 2023. "Do retail businesses have efficient incentives to invest in public charging stations for electric vehicles?," Energy Economics, Elsevier, vol. 124(C).
    10. Williams, Henry J. & Hashad, Khaled & Wang, Haomiao & Max Zhang, K., 2023. "The potential for agrivoltaics to enhance solar farm cooling," Applied Energy, Elsevier, vol. 332(C).
    11. Schindele, Stephan & Trommsdorff, Maximilian & Schlaak, Albert & Obergfell, Tabea & Bopp, Georg & Reise, Christian & Braun, Christian & Weselek, Axel & Bauerle, Andrea & Högy, Petra & Goetzberger, Ado, 2020. "Implementation of agrophotovoltaics: Techno-economic analysis of the price-performance ratio and its policy implications," Applied Energy, Elsevier, vol. 265(C).
    12. Lei Shi & Lu Zhang & Masamitsu Onishi & Kiyoshi Kobayashi & Dashuang Dai, 2018. "Contractual Efficiency of PPP Infrastructure Projects: An Incomplete Contract Model," Mathematical Problems in Engineering, Hindawi, vol. 2018, pages 1-13, April.
    13. Zhao, Dan & Ji, Shou-feng & Wang, He-ping & Jiang, Li-wen, 2021. "How do government subsidies promote new energy vehicle diffusion in the complex network context? A three-stage evolutionary game model," Energy, Elsevier, vol. 230(C).
    14. Li, Kunpeng & Wang, Lan, 2023. "Optimal electric vehicle subsidy and pricing decisions with consideration of EV anxiety and EV preference in green and non-green consumers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 170(C).
    15. Valle, B. & Simonneau, T. & Sourd, F. & Pechier, P. & Hamard, P. & Frisson, T. & Ryckewaert, M. & Christophe, A., 2017. "Increasing the total productivity of a land by combining mobile photovoltaic panels and food crops," Applied Energy, Elsevier, vol. 206(C), pages 1495-1507.
    16. Sheng, Mingyue & Sreenivasan, Ajith Viswanath & Sharp, Basil & Wilson, Douglas & Ranjitkar, Prakash, 2020. "Economic analysis of dynamic inductive power transfer roadway charging system under public-private partnership–Evidence from New Zealand," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    17. Meng Sun & Xukuo Gao & Jinze Li & Xiaodong Jing, 2022. "Research on Evolutionary Game of Water Environment Governance Behavior from the Perspective of Public Participation," IJERPH, MDPI, vol. 19(22), pages 1-17, November.
    18. Ding, Yanyan & Jian, Sisi, 2022. "Strategic collaboration between land owners and charging station operators: Lease or outsource?," Transportation Research Part B: Methodological, Elsevier, vol. 166(C), pages 183-211.
    19. Sheng, Yujie & Zeng, Hongtai & Guo, Qinglai & Yu, Yang & Li, Qiang, 2023. "Impact of customer portrait information superiority on competitive pricing of EV fast-charging stations," Applied Energy, Elsevier, vol. 348(C).
    20. Huang, Xingjun & Lin, Yun & Lim, Ming K. & Zhou, Fuli & Ding, Rui & Zhang, Zusheng, 2022. "Evolutionary dynamics of promoting electric vehicle-charging infrastructure based on public–private partnership cooperation," Energy, Elsevier, vol. 239(PD).
    21. Poonia, Surendra & Jat, N.K. & Santra, Priyabrata & Singh, A.K. & Jain, Dilip & Meena, H.M., 2022. "Techno-economic evaluation of different agri-voltaic designs for the hot arid ecosystem India," Renewable Energy, Elsevier, vol. 184(C), pages 149-163.
    22. Li, Bo & Ding, Junqi & Wang, Jieqiong & Zhang, Biao & Zhang, Lingxian, 2021. "Key factors affecting the adoption willingness, behavior, and willingness-behavior consistency of farmers regarding photovoltaic agriculture in China," Energy Policy, Elsevier, vol. 149(C).
    23. Tang, Yanyan & Zhang, Qi & Wen, Zongguo & Bunn, Derek & Martin, Jesus Nieto, 2022. "Optimal analysis for facility configuration and energy management on electric light commercial vehicle charging," Energy, Elsevier, vol. 246(C).
    24. Agostini, A. & Colauzzi, M. & Amaducci, S., 2021. "Innovative agrivoltaic systems to produce sustainable energy: An economic and environmental assessment," Applied Energy, Elsevier, vol. 281(C).
    25. Murugan, Manivel & Marisamynathan, Sankaran, 2024. "Policy analysis for sustainable EV charging facility adoption using SEM-ANN approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 182(C).
    26. Xie, Haonan & Jiang, Meihui & Zhang, Dongdong & Goh, Hui Hwang & Ahmad, Tanveer & Liu, Hui & Liu, Tianhao & Wang, Shuyao & Wu, Thomas, 2023. "IntelliSense technology in the new power systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 177(C).
    27. Xie, Haonan & Ahmad, Tanveer & Zhang, Dongdong & Goh, Hui Hwang & Wu, Thomas, 2024. "Community-based virtual power plants’ technology and circular economy models in the energy sector: A Techno-economy study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Aidana Chalgynbayeva & Péter Balogh & László Szőllősi & Zoltán Gabnai & Ferenc Apáti & Marianna Sipos & Attila Bai, 2024. "The Economic Potential of Agrivoltaic Systems in Apple Cultivation—A Hungarian Case Study," Sustainability, MDPI, vol. 16(6), pages 1-34, March.
    2. Chopdar, R.K. & Sengar, N. & Giri, Nimay Chandra & Halliday, D., 2024. "Comprehensive review on agrivoltaics with technical, environmental and societal insights," Renewable and Sustainable Energy Reviews, Elsevier, vol. 197(C).
    3. Pascaris, Alexis S. & Gerlak, Andrea K. & Barron-Gafford, Greg A., 2023. "From niche-innovation to mainstream markets: Drivers and challenges of industry adoption of agrivoltaics in the U.S," Energy Policy, Elsevier, vol. 181(C).
    4. Alam, Habeel & Butt, Nauman Zafar, 2024. "How does module tracking for agrivoltaics differ from standard photovoltaics? Food, energy, and technoeconomic implications," Renewable Energy, Elsevier, vol. 235(C).
    5. Cuppari, Rosa Isabella & Branscomb, Allan & Graham, Maggie & Negash, Fikeremariam & Smith, Angelique Kidd & Proctor, Kyle & Rupp, David & Tilahun Ayalew, Abiyou & Getaneh Tilaye, Gizaw & Higgins, Chad, 2024. "Agrivoltaics: Synergies and trade-offs in achieving the sustainable development goals at the global and local scale," Applied Energy, Elsevier, vol. 362(C).
    6. Mamun, Mohammad Abdullah Al & Dargusch, Paul & Wadley, David & Zulkarnain, Noor Azwa & Aziz, Ammar Abdul, 2022. "A review of research on agrivoltaic systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
    7. Grubbs, E.K. & Gruss, S.M. & Schull, V.Z. & Gosney, M.J. & Mickelbart, M.V. & Brouder, S. & Gitau, M.W. & Bermel, P. & Tuinstra, M.R. & Agrawal, R., 2024. "Optimized agrivoltaic tracking for nearly-full commodity crop and energy production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
    8. Grazia Disciglio & Laura Frabboni & Annalisa Tarantino & Antonio Stasi, 2023. "Association between Dynamic Agrivoltaic System and Cultivation: Viability, Yields and Qualitative Assessment of Medical Plants," Sustainability, MDPI, vol. 15(23), pages 1-13, November.
    9. Edouard, Sylvain & Combes, Didier & Van Iseghem, Mike & Ng Wing Tin, Marion & Escobar-Gutiérrez, Abraham J., 2023. "Increasing land productivity with agriphotovoltaics: Application to an alfalfa field," Applied Energy, Elsevier, vol. 329(C).
    10. Varo-Martínez, M. & Fernández-Ahumada, L.M. & Ramírez-Faz, J.C. & Ruiz-Jiménez, R. & López-Luque, R., 2024. "Methodology for the estimation of cultivable space in photovoltaic installations with dual-axis trackers for their reconversion to agrivoltaic plants," Applied Energy, Elsevier, vol. 361(C).
    11. Kyu-Won Hwang & Chul-Yong Lee, 2024. "Estimating the Deterministic and Stochastic Levelized Cost of the Energy of Fence-Type Agrivoltaics," Energies, MDPI, vol. 17(8), pages 1-19, April.
    12. Amro A. Zahrawi & Aly Mousaad Aly, 2024. "A Review of Agrivoltaic Systems: Addressing Challenges and Enhancing Sustainability," Sustainability, MDPI, vol. 16(18), pages 1-36, September.
    13. Mohd Ashraf Zainol Abidin & Muhammad Nasiruddin Mahyuddin & Muhammad Ammirrul Atiqi Mohd Zainuri, 2021. "Solar Photovoltaic Architecture and Agronomic Management in Agrivoltaic System: A Review," Sustainability, MDPI, vol. 13(14), pages 1-27, July.
    14. Sun, Jie & Sun, Siying & Chen, Boli & Hu, Yukun, 2024. "Charging change: Analysing the UK's electric vehicle infrastructure policies and market dynamics," Energy Policy, Elsevier, vol. 191(C).
    15. Junedi, M.M. & Ludin, N.A. & Hamid, N.H. & Kathleen, P.R. & Hasila, J. & Ahmad Affandi, N.A., 2022. "Environmental and economic performance assessment of integrated conventional solar photovoltaic and agrophotovoltaic systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    16. Cuppari, Rosa I. & Higgins, Chad W. & Characklis, Gregory W., 2021. "Agrivoltaics and weather risk: A diversification strategy for landowners," Applied Energy, Elsevier, vol. 291(C).
    17. Lee, Sangik & Lee, Jong-hyuk & Jeong, Youngjoon & Kim, Dongsu & Seo, Byung-hun & Seo, Ye-jin & Kim, Taejin & Choi, Won, 2023. "Agrivoltaic system designing for sustainability and smart farming: Agronomic aspects and design criteria with safety assessment," Applied Energy, Elsevier, vol. 341(C).
    18. Trommsdorff, Max & Hopf, Michaela & Hörnle, Oliver & Berwind, Matthew & Schindele, Stephan & Wydra, Kerstin, 2023. "Can synergies in agriculture through an integration of solar energy reduce the cost of agrivoltaics? An economic analysis in apple farming," Applied Energy, Elsevier, vol. 350(C).
    19. Feuerbacher, Arndt & Herrmann, Tristan & Neuenfeldt, Sebastian & Laub, Moritz & Gocht, Alexander, 2022. "Estimating the economics and adoption potential of agrivoltaics in Germany using a farm-level bottom-up approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    20. Alexander V. Klokov & Egor Yu. Loktionov & Yuri V. Loktionov & Vladimir A. Panchenko & Elizaveta S. Sharaborova, 2023. "A Mini-Review of Current Activities and Future Trends in Agrivoltaics," Energies, MDPI, vol. 16(7), pages 1-18, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:appene:v:377:y:2025:i:pa:s0306261924018464. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.