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Role of AI and IoT in Advancing Renewable Energy Use in Agriculture

Author

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  • Mangirdas Morkūnas

    (Institute of Economics and Rural Development, Lithuanian Centre for Social Sciences, 01108 Vilnius, Lithuania)

  • Yufei Wang

    (Faculty of Economics and Business Administration, Vilnius University, 10222 Vilnius, Lithuania)

  • Jinzhao Wei

    (University International College, Macao University of Science and Technology, Macao 999078, China)

Abstract

This paper discusses how integrating renewable energy, AI, and IoT becomes important in promoting climate-smart agriculture. Due to the changing climate, rise in energy costs, and ensuring food security, agriculture faces unprecedented challenges; therefore, development toward innovative technologies is emerging for its sustainability and efficiency. This review synthesizes existing literature systematically to identify how AI and IoT could optimize resource management, increase productivity, and reduce greenhouse gas emissions within an agricultural context. Key findings pointed to the importance of managing resources sustainably, the scalability of technologies, and, finally, policy interventions to ensure technology adoption. The paper further outlines trends in the global adoption of renewable energy and smart agriculture solutions, indicating areas of commonality and difference and emphasizing the need for focused policies and capacity-building initiatives that will help, particularly in the developing world, the benefits of such innovations. Eventually, this research covers some gaps in understanding how AI, IoT, and renewable energy could jointly contribute to driving towards a greener and more resilient agriculture sector.

Suggested Citation

  • Mangirdas Morkūnas & Yufei Wang & Jinzhao Wei, 2024. "Role of AI and IoT in Advancing Renewable Energy Use in Agriculture," Energies, MDPI, vol. 17(23), pages 1-20, November.
  • Handle: RePEc:gam:jeners:v:17:y:2024:i:23:p:5984-:d:1531598
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    References listed on IDEAS

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    1. Akila Wijerathna-Yapa & Ranjith Pathirana, 2022. "Sustainable Agro-Food Systems for Addressing Climate Change and Food Security," Agriculture, MDPI, vol. 12(10), pages 1-26, September.
    2. Kookana, R. S. & Drechsel, Pay & Jamwal, P. & Vanderzalm, J., 2020. "Urbanisation and emerging economies: issues and potential solutions for water and food security," Papers published in Journals (Open Access), International Water Management Institute, pages 732:139057..
    3. Abate, Gashaw T. & Abay, Kibrom A. & Chamberlin, Jordan & Kassim, Yumna & Spielman, David J. & Paul Jr Tabe-Ojong, Martin, 2023. "Digital tools and agricultural market transformation in Africa: Why are they not at scale yet, and what will it take to get there?," Food Policy, Elsevier, vol. 116(C).
    4. Kanase-Patil, A.B. & Saini, R.P. & Sharma, M.P., 2010. "Integrated renewable energy systems for off grid rural electrification of remote area," Renewable Energy, Elsevier, vol. 35(6), pages 1342-1349.
    5. Carroquino, Javier & Dufo-López, Rodolfo & Bernal-Agustín, José L., 2015. "Sizing of off-grid renewable energy systems for drip irrigation in Mediterranean crops," Renewable Energy, Elsevier, vol. 76(C), pages 566-574.
    6. Jeffrey James, 2021. "Confronting the scarcity of digital skills among the poor in developing countries," Development Policy Review, Overseas Development Institute, vol. 39(2), pages 324-339, March.
    7. Bhatt, Punita & Ahmad, Ali J. & Roomi, Muhammad Azam, 2016. "Social innovation with open source software: User engagement and development challenges in India," Technovation, Elsevier, vol. 52, pages 28-39.
    8. Mawazo Magesa & Joan Jonathan & Justin Urassa, 2023. "Digital Literacy of Smallholder Farmers in Tanzania," Sustainability, MDPI, vol. 15(17), pages 1-22, September.
    9. Van Loon, Jelle & Woltering, Lennart & Krupnik, Timothy J. & Baudron, Frédéric & Boa, Maria & Govaerts, Bram, 2020. "Scaling agricultural mechanization services in smallholder farming systems: Case studies from sub-Saharan Africa, South Asia, and Latin America," Agricultural Systems, Elsevier, vol. 180(C).
    10. Salem Ahmed Alabdali & Salvatore Flavio Pileggi & Dilek Cetindamar, 2023. "Influential Factors, Enablers, and Barriers to Adopting Smart Technology in Rural Regions: A Literature Review," Sustainability, MDPI, vol. 15(10), pages 1-38, May.
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    1. Izabela Rojek & Dariusz Mikołajewski & Adam Mroziński & Marek Macko & Tomasz Bednarek & Krzysztof Tyburek, 2025. "Internet of Things Applications for Energy Management in Buildings Using Artificial Intelligence—A Case Study," Energies, MDPI, vol. 18(7), pages 1-28, March.

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