IDEAS home Printed from https://ideas.repec.org/a/zib/zbimcs/v6y2023i1p41-49.html
   My bibliography  Save this article

A Comprehensive Review Of Ai Applications In Finance For Accelerating Clean Energy Transition

Author

Listed:
  • Chibuike Daraojimba

    (Graduate School of Technology Management, University of Pretoria, South Africa)

  • Moses Ikechukwu Obinyeluaku

    (African African Export-Import Bank, Cairo, Egypt)

  • Kehinde Mobolaji Abioye

    (Independent Researcher, New Jersey, USA)

  • Faith Ibukun Babalola

    (The Pennsylvania State University, USA)

  • Noluthando Zamanjomane Mhlongo

    (City Power, Johannesburg, South Africa)

Abstract

The rapid evolution of Artificial Intelligence (AI) has introduced transformative possibilities across various sectors, with green finance emerging as a significant beneficiary. This study meticulously investigated the integration and implications of AI within the realm of green finance, aiming to elucidate its potential in catalyzing the global transition to sustainable energy. The research sought to comprehend AI’s trajectory in financial ecosystems, its contemporary financial ramifications, and its pivotal role in advancing clean energy financial mechanisms. Through a comprehensive exploration employing advanced analytical models, AI-driven financial projections, and collaborative initiatives between AI and renewable firms, the findings underscored AI’s unparalleled capabilities in forecasting, risk assessment, and the design of innovative financial instruments. AI-powered tools have proven instrumental in ensuring adherence to green regulations, thereby facilitating sustainable investment bonds. The study concluded that AI’s integration into green finance signifies a paradigmatic shift, redefining the methodologies of funding, evaluating, and executing renewable energy projects. Its potential is vast, heralding a future replete with innovative solutions and profound insights. Recommendations emphasize collaborations between renewable energy stakeholders and AI experts, advocate for standardized green finance metrics, and promote AI-informed governmental policies. Continuous research and stakeholder education are paramount for AI’s widespread acceptance in green finance. The confluence of AI and green finance promises a sustainable future, contingent upon strategic foresight and persistent innovation.

Suggested Citation

  • Chibuike Daraojimba & Moses Ikechukwu Obinyeluaku & Kehinde Mobolaji Abioye & Faith Ibukun Babalola & Noluthando Zamanjomane Mhlongo, 2023. "A Comprehensive Review Of Ai Applications In Finance For Accelerating Clean Energy Transition," Information Management and Computer Science (IMCS), Zibeline International Publishing, vol. 6(1), pages 41-49, November.
  • Handle: RePEc:zib:zbimcs:v:6:y:2023:i:1:p:41-49
    DOI: 10.26480/imcs.01.2023.41.49
    as

    Download full text from publisher

    File URL: https://www.theimcs.org/archives2023/issue1/1imcs2023-41-49.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.26480/imcs.01.2023.41.49?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
    ---><---

    References listed on IDEAS

    as
    1. Sitara Karim & Shabeer Khan & Nawazish Mirza & Suha M. Alawi & Farhad Taghizadeh-Hesary, 2022. "Climate Finance In The Wake Of Covid-19: Connectedness Of Clean Energy With Conventional Energy And Regional Stock Markets," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 13(03), pages 1-25, August.
    2. Asongu, Simplice A. & Odhiambo, Nicholas M., 2021. "Inequality, finance and renewable energy consumption in Sub-Saharan Africa," Renewable Energy, Elsevier, vol. 165(P1), pages 678-688.
    3. Iryna Sotnyk & Tetiana Kurbatova & Yaroslavna Romaniuk & Olha Prokopenko & Viktoriya Gonchar & Yuriy Sayenko & Gunnar Prause & Aleksander Sapiński, 2022. "Determining the Optimal Directions of Investment in Regional Renewable Energy Development," Energies, MDPI, vol. 15(10), pages 1-26, May.
    4. Wei Liu & Youfa Sun & Serhat Yüksel & Hasan Dinçer, 2021. "Consensus-based multidimensional due diligence of fintech-enhanced green energy investment projects," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-31, December.
    5. Mohsen Beigi & Hossein Beigi Harchegani & Mehdi Torki & Mohammad Kaveh & Mariusz Szymanek & Esmail Khalife & Jacek Dziwulski, 2022. "Forecasting of Power Output of a PVPS Based on Meteorological Data Using RNN Approaches," Sustainability, MDPI, vol. 14(5), pages 1-12, March.
    6. Tamazian, Artur & Chousa, Juan Piñeiro & Vadlamannati, Krishna Chaitanya, 2009. "Does higher economic and financial development lead to environmental degradation: Evidence from BRIC countries," Energy Policy, Elsevier, vol. 37(1), pages 246-253, January.
    7. Dina Azhgaliyeva & Anant Kapoor & Yang Liu, 2020. "Green bonds for financing renewable energy and energy efficiency in South-East Asia: a review of policies," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 10(2), pages 113-140, April.
    8. Zhang, Dongyang & Mohsin, Muhammad & Taghizadeh-Hesary, Farhad, 2022. "Does green finance counteract the climate change mitigation: Asymmetric effect of renewable energy investment and R&D," Energy Economics, Elsevier, vol. 113(C).
    9. Dogan, Eyup & Seker, Fahri, 2016. "Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy," Renewable Energy, Elsevier, vol. 94(C), pages 429-439.
    10. Ali Khosravi & Fanni Säämäki, 2023. "Beyond Bitcoin: Evaluating Energy Consumption and Environmental Impact across Cryptocurrency Projects," Energies, MDPI, vol. 16(18), pages 1-23, September.
    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. Chen, Xia & Zhang, Huimin & Zhao, Xin Xin & Gong, Qiang & Chang, Chun-Ping, 2024. "Do renewable energy investment and financial development mitigate climate change?," Journal of Asian Economics, Elsevier, vol. 93(C).
    2. AhAtil, Ahmed & Bouheni, Faten Ben & Lahiani, Amine & Shahbaz, Muhammad, 2019. "Factors influencing CO2 Emission in China: A Nonlinear Autoregressive Distributed Lags Investigation," MPRA Paper 91190, University Library of Munich, Germany, revised 02 Jan 2019.
    3. Dimnwobi, Stephen Kelechi & Madichie, Chekwube V. & Ekesiobi, Chukwunonso & Asongu, Simplice A., 2022. "Financial development and renewable energy consumption in Nigeria," Renewable Energy, Elsevier, vol. 192(C), pages 668-677.
    4. José Carlos Araújo Amarante & Cássio da Nóbrega Besarria & Helson Gomes de Souza & Otoniel Rodrigues dos Anjos Junior, 2021. "The relationship between economic growth, renewable and nonrenewable energy use and CO2 emissions: empirical evidences for Brazil," Greenhouse Gases: Science and Technology, Blackwell Publishing, vol. 11(3), pages 411-431, June.
    5. Ekundayo P. Mesagan & Titilope C. Adewuyi & Olugbenga Olaoye, 2022. "Corporate Finance, Industrial Performance and Environment in Africa: Lessons for Policy," Working Papers of the African Governance and Development Institute. 22/026, African Governance and Development Institute..
    6. Azilah Hasnisah & A. A. Azlina & Che Mohd Imran Che Taib, 2019. "The Impact of Renewable Energy Consumption on Carbon Dioxide Emissions: Empirical Evidence from Developing Countries in Asia," International Journal of Energy Economics and Policy, Econjournals, vol. 9(3), pages 135-143.
    7. Aller, Carlos & Ductor, Lorenzo & Grechyna, Daryna, 2021. "Robust determinants of CO2 emissions," Energy Economics, Elsevier, vol. 96(C).
    8. Muhammad Shahbaz & Mehmet Akif Destek & Michael L. Polemis, 2018. "Do Foreign Capital and Financial Development Affect Clean Energy Consumption and Carbon Emissions? Evidence from BRICS and Next-11 Countries," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 68(4), pages 20-50, October-D.
    9. Bashir, Muhammad Farhan & Pan, Yanchun & Shahbaz, Muhammad & Ghosh, Sudeshna, 2023. "How energy transition and environmental innovation ensure environmental sustainability? Contextual evidence from Top-10 manufacturing countries," Renewable Energy, Elsevier, vol. 204(C), pages 697-709.
    10. Oğuz Saygın & Ömer İskenderoğlu, 2022. "Does the level of financial development affect renewable energy? Evidence from developed countries with system generalized method of moments (System‐GMM) and cross‐sectionally augmented autoregressive," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 1326-1342, October.
    11. Hanif, Imran & Aziz, Babar & Chaudhry, Imran Sharif, 2019. "Carbon emissions across the spectrum of renewable and nonrenewable energy use in developing economies of Asia," Renewable Energy, Elsevier, vol. 143(C), pages 586-595.
    12. Li, Wenxue & Liu, Fei, 2023. "Financing green resource generation in sub-saharan Africa: Does financial integration matter?," Resources Policy, Elsevier, vol. 85(PB).
    13. Xiaoxia Shi & Haiyun Liu & Joshua Sunday Riti, 2019. "The role of energy mix and financial development in greenhouse gas (GHG) emissions’ reduction: evidence from ten leading CO2 emitting countries," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 36(3), pages 695-729, October.
    14. Muhammad Mehedi Masud & Abu Hanifa Md. Noman & Rulia Akhtar & Sonia Kumari A/P Selvarajan & Abdullah Al‐Mamun, 2024. "Does credit growth mitigate emission intensity in ASEAN countries?," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(2), pages 1324-1349, March.
    15. Muhammad Awais Baloch & Danish, 2022. "The nexus between renewable energy, income inequality, and consumption‐based CO2 emissions: An empirical investigation," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 1268-1277, October.
    16. Haider Mahmood & Muhammad Shahid Hassan & Soumen Rej & Maham Furqan, 2023. "The Environmental Kuznets Curve and Renewable Energy Consumption: A Review," International Journal of Energy Economics and Policy, Econjournals, vol. 13(3), pages 279-291, May.
    17. Qianyi Li & Md Qamruzzaman, 2023. "Innovation-Led Environmental Sustainability in Vietnam—Towards a Green Future," Sustainability, MDPI, vol. 15(16), pages 1-34, August.
    18. Yi, Sun & Raghutla, Chandrashekar & Chittedi, Krishna Reddy & Fareed, Zeeshan, 2023. "How economic policy uncertainty and financial development contribute to renewable energy consumption? The importance of economic globalization," Renewable Energy, Elsevier, vol. 202(C), pages 1357-1367.
    19. Kushawaha, Deepak & Jain, Manisha, 2024. "Debt as catalyst: Empowering renewable energy in developing countries," Energy Policy, Elsevier, vol. 194(C).
    20. Md Samsul Alam & Nicholas Apergis & Sudharshan Reddy Paramati & Jianchun Fang, 2021. "The impacts of R&D investment and stock markets on clean‐energy consumption and CO2 emissions in OECD economies," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 4979-4992, October.

    More about this item

    Statistics

    Access and download statistics

    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:zib:zbimcs:v:6:y:2023:i:1:p:41-49. 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: Zibeline International Publishing The email address of this maintainer does not seem to be valid anymore. Please ask Zibeline International Publishing to update the entry or send us the correct address (email available below). General contact details of provider: https://www.theimcs.org/ .

    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.