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Accelerating renewables: Unveiling the role of green energy markets

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  • Rao, Amar
  • Kumar, Satish
  • Karim, Sitara

Abstract

The innovative local grey forecasting model for energy production prediction emerges as a pivotal tool in the shift towards renewable energy, embodying the essence of adaptability and precision for the urgent need for sustainable solutions. The integration of such forecasting models is imperative for comprehending the complexities of energy production and market dynamics, ultimately facilitating a seamless transition to a sustainable energy future. Given this, the current study investigates the connections between renewable energy consumption and its determinants, focusing on the role of green energy markets across 12 countries from 2003 to 2021. Employing a novel quantile regression approach, this study analyzes the impact of green energy markets, GDP per capita, urban population, and environmental policies on renewable energy consumption, introducing a renewable energy consumption index for novel insights. Rooted in grey system theory, this study offers a unique approach to predicting energy outputs, crucial for guiding the strategic decisions in green energy markets. The quantile regression analysis reveals that green energy markets have a differential impact on renewable energy consumption whereas Renewable Energy Installed Capacity positively affects renewable energy consumption across all quantiles. Environmental Stringency Policies consistently show a negative impact across all quantiles. By providing reliable predictions of energy production, these findings empower policymakers, investors, and operators to make strategic, data-driven decisions that align with the fluctuating demands of the market and the overarching goals of sustainability and environmental stewardship.

Suggested Citation

  • Rao, Amar & Kumar, Satish & Karim, Sitara, 2024. "Accelerating renewables: Unveiling the role of green energy markets," Applied Energy, Elsevier, vol. 366(C).
  • Handle: RePEc:eee:appene:v:366:y:2024:i:c:s030626192400669x
    DOI: 10.1016/j.apenergy.2024.123286
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    References listed on IDEAS

    as
    1. Hammoudeh, Shawkat & Ajmi, Ahdi Noomen & Mokni, Khaled, 2020. "Relationship between green bonds and financial and environmental variables: A novel time-varying causality," Energy Economics, Elsevier, vol. 92(C).
    2. Ahmad, Tanveer & Madonski, Rafal & Zhang, Dongdong & Huang, Chao & Mujeeb, Asad, 2022. "Data-driven probabilistic machine learning in sustainable smart energy/smart energy systems: Key developments, challenges, and future research opportunities in the context of smart grid paradigm," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
    3. Stamatios Ntanos & Michalis Skordoulis & Grigorios Kyriakopoulos & Garyfallos Arabatzis & Miltiadis Chalikias & Spyros Galatsidas & Athanasios Batzios & Apostolia Katsarou, 2018. "Renewable Energy and Economic Growth: Evidence from European Countries," Sustainability, MDPI, vol. 10(8), pages 1-13, July.
    4. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    5. María-José Prados & Marta Pallarès-Blanch & Ramón García-Marín & Carolina del Valle, 2021. "Renewable Energy Plants and Business Models: A New Rural Development Perspective," Energies, MDPI, vol. 14(17), pages 1-19, September.
    6. M. Hashem Pesaran & Aman Ullah & Takashi Yamagata, 2008. "A bias-adjusted LM test of error cross-section independence," Econometrics Journal, Royal Economic Society, vol. 11(1), pages 105-127, March.
    7. Paul E. Brockway & Anne Owen & Lina I. Brand-Correa & Lukas Hardt, 2019. "Estimation of global final-stage energy-return-on-investment for fossil fuels with comparison to renewable energy sources," Nature Energy, Nature, vol. 4(7), pages 612-621, July.
    8. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    9. Kalogirou, Soteris A., 2003. "The energy subsidisation policies of Cyprus and their effect on renewable energy systems economics," Renewable Energy, Elsevier, vol. 28(11), pages 1711-1728.
    10. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    11. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    12. Sawyer, Stephen W. & Wirtshafter, Robert M., 1984. "Market stimulation by renewable energy tax incentives," Energy, Elsevier, vol. 9(11), pages 1017-1022.
    13. Blomquist, Johan & Westerlund, Joakim, 2013. "Testing slope homogeneity in large panels with serial correlation," Economics Letters, Elsevier, vol. 121(3), pages 374-378.
    14. Anca Mehedintu & Georgeta Soava & Mihaela Sterpu & Eugenia Grecu, 2021. "Evolution and Forecasting of the Renewable Energy Consumption in the Frame of Sustainable Development: EU vs. Romania," Sustainability, MDPI, vol. 13(18), pages 1-30, September.
    15. Florian Egli & Bjarne Steffen & Tobias S. Schmidt, 2018. "A dynamic analysis of financing conditions for renewable energy technologies," Nature Energy, Nature, vol. 3(12), pages 1084-1092, December.
    16. Farzan Yahya & Muhammad Rafiq, 2020. "Brownfield, greenfield, and renewable energy consumption: Moderating role of effective governance," Energy & Environment, , vol. 31(3), pages 405-423, May.
    17. Tu, Qiang & Mo, Jianlei & Liu, Zhuoran & Gong, Chunxu & Fan, Ying, 2021. "Using green finance to counteract the adverse effects of COVID-19 pandemic on renewable energy investment-The case of offshore wind power in China," Energy Policy, Elsevier, vol. 158(C).
    18. Bufan Zhang & Yifeng Wang, 2021. "The Effect of Green Finance on Energy Sustainable Development: A Case Study in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(12), pages 3435-3454, September.
    19. Serhiy Lyeonov & Tetyana Pimonenko & Yuriy Bilan & Dalia Štreimikienė & Grzegorz Mentel, 2019. "Assessment of Green Investments’ Impact on Sustainable Development: Linking Gross Domestic Product Per Capita, Greenhouse Gas Emissions and Renewable Energy," Energies, MDPI, vol. 12(20), pages 1-12, October.
    20. Jia Liu & Jizu Li & Xilong Yao, 2019. "The Economic Effects of the Development of the Renewable Energy Industry in China," Energies, MDPI, vol. 12(9), pages 1-18, May.
    21. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    22. Drew Shindell & Christopher J. Smith, 2019. "Climate and air-quality benefits of a realistic phase-out of fossil fuels," Nature, Nature, vol. 573(7774), pages 408-411, September.
    23. Zhao, Yong & Tang, Kam Ki & Wang, Li-li, 2013. "Do renewable electricity policies promote renewable electricity generation? Evidence from panel data," Energy Policy, Elsevier, vol. 62(C), pages 887-897.
    24. Yunpeng Sun & Qun Bao & Farhad Taghizadeh-Hesary, 2023. "Green finance, renewable energy development, and climate change: evidence from regions of China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-8, December.
    25. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    26. He, Lingyun & Liu, Rongyan & Zhong, Zhangqi & Wang, Deqing & Xia, Yufei, 2019. "Can green financial development promote renewable energy investment efficiency? A consideration of bank credit," Renewable Energy, Elsevier, vol. 143(C), pages 974-984.
    27. David McCollum & Volker Krey & Keywan Riahi & Peter Kolp & Arnulf Grubler & Marek Makowski & Nebojsa Nakicenovic, 2013. "Climate policies can help resolve energy security and air pollution challenges," Climatic Change, Springer, vol. 119(2), pages 479-494, July.
    28. Zheng, Shiming & Yi, Hongtao & Li, Hui, 2015. "The impacts of provincial energy and environmental policies on air pollution control in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 386-394.
    29. Sattar, Faisal & Ghosh, Sudipta & Isbeih, Younes J. & El Moursi, Mohamed Shawky & Al Durra, Ahmed & El Fouly, Tarek H.M., 2024. "A predictive tool for power system operators to ensure frequency stability for power grids with renewable energy integration," Applied Energy, Elsevier, vol. 353(PB).
    30. Bekun, Festus Victor, 2024. "Race to carbon neutrality in South Africa: What role does environmental technological innovation play?," Applied Energy, Elsevier, vol. 354(PA).
    31. Sadorsky, Perry, 2009. "Renewable energy consumption, CO2 emissions and oil prices in the G7 countries," Energy Economics, Elsevier, vol. 31(3), pages 456-462, May.
    32. Neij, Lena, 1997. "Use of experience curves to analyse the prospects for diffusion and adoption of renewable energy technology," Energy Policy, Elsevier, vol. 25(13), pages 1099-1107, November.
    33. Yang, Zheng & Zhan, Jinyan, 2024. "Examining the multiple impacts of renewable energy development on redefined energy security in China: A panel quantile regression approach," Renewable Energy, Elsevier, vol. 221(C).
    34. Li, Rongrong & Wang, Qiang & Li, Lejia & Hu, Sailan, 2023. "Do natural resource rent and corruption governance reshape the environmental Kuznets curve for ecological footprint? Evidence from 158 countries," Resources Policy, Elsevier, vol. 85(PB).
    35. Conor Sweeney & Ricardo J. Bessa & Jethro Browell & Pierre Pinson, 2020. "The future of forecasting for renewable energy," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 9(2), March.
    36. Stefan Ćetković & Aron Buzogány, 2016. "Varieties of capitalism and clean energy transitions in the European Union: When renewable energy hits different economic logics," Climate Policy, Taylor & Francis Journals, vol. 16(5), pages 642-657, July.
    37. Zhu, Huiming & Guo, Yawei & You, Wanhai & Xu, Yaqin, 2016. "The heterogeneity dependence between crude oil price changes and industry stock market returns in China: Evidence from a quantile regression approach," Energy Economics, Elsevier, vol. 55(C), pages 30-41.
    38. Jingyan Fu & Artie W. Ng, 2021. "Scaling up Renewable Energy Assets: Issuing Green Bond via Structured Public-Private Collaboration for Managing Risk in an Emerging Economy," Energies, MDPI, vol. 14(11), pages 1-16, May.
    39. He, Qianchuan & Kong, Linglong & Wang, Yanhua & Wang, Sijian & Chan, Timothy A. & Holland, Eric, 2016. "Regularized quantile regression under heterogeneous sparsity with application to quantitative genetic traits," Computational Statistics & Data Analysis, Elsevier, vol. 95(C), pages 222-239.
    40. Wiesław Musiał & Monika Zioło & Lidia Luty & Kamila Musiał, 2021. "Energy Policy of European Union Member States in the Context of Renewable Energy Sources Development," Energies, MDPI, vol. 14(10), pages 1-20, May.
    41. Hasan Dinçer & Serhat Yüksel & Tamer Aksoy & Ümit Hacıoğlu, 2022. "Application of M-SWARA and TOPSIS Methods in the Evaluation of Investment Alternatives of Microgeneration Energy Technologies," Sustainability, MDPI, vol. 14(10), pages 1-16, May.
    42. Daniel Ştefan Armeanu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2017. "Does Renewable Energy Drive Sustainable Economic Growth? Multivariate Panel Data Evidence for EU-28 Countries," Energies, MDPI, vol. 10(3), pages 1-21, March.
    43. Shi, Xinjie & Wang, Jianzhou & Zhang, Bochen, 2024. "A fuzzy time series forecasting model with both accuracy and interpretability is used to forecast wind power," Applied Energy, Elsevier, vol. 353(PA).
    44. Liu, Gang, 2014. "Development of a general sustainability indicator for renewable energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 611-621.
    45. Xi Chen & Zhigang Chen, 2021. "Can Green Finance Development Reduce Carbon Emissions? Empirical Evidence from 30 Chinese Provinces," Sustainability, MDPI, vol. 13(21), pages 1-18, November.
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