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Optimizing renewable energy systems through artificial intelligence: Review and future prospects

Citations

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Cited by:

  1. Isabella Branco Renolphi & Walquiria N. Silva & Luís Felipe Normandia Lourenço & Bruno Z. D. Malta & Thiago S. Andrade & Giovani G. T. Vieira, 2025. "Optimizing Hybrid Renewable Power Plants: A Comparative Analysis of Wind–Solar Configurations for Northeast Brazil," Energies, MDPI, vol. 18(20), pages 1-25, October.
  2. Yasin Khalili & Sara Yasemi & Mahdi Abdi & Masoud Ghasemi Ertian & Maryam Mohammadi & Mohammadreza Bagheri, 2025. "A Review of Integrated Carbon Capture and Hydrogen Storage: AI-Driven Optimization for Efficiency and Scalability," Sustainability, MDPI, vol. 17(13), pages 1-40, June.
  3. Amir Iqbal & Wei Zhang & Sayeda Jahangir, 2025. "Building a Sustainable Future: The Nexus Between Artificial Intelligence, Renewable Energy, Green Human Capital, Geopolitical Risk, and Carbon Emissions Through the Moderating Role of Institutional Quality," Sustainability, MDPI, vol. 17(3), pages 1-40, January.
  4. Jonas Holzinger & Anna Nagl & Karlheinz Bozem & Carsten Lecon & Andreas Ensinger & Jannik Roessler & Christina Neufeld, 2025. "Business Case for a Regional AI-Based Marketplace for Renewable Energies," Sustainability, MDPI, vol. 17(4), pages 1-13, February.
  5. Chen, Zhan-Ming & Xiong, Qiyang & Duan, Jiahui & Ma, Jianhong & Chen, Zhuo & Guo, Shan, 2025. "AI carbon footprint in China sets to double post-2030 carbon peaking," Energy Economics, Elsevier, vol. 150(C).
  6. Wang, Kai-Hua & Jiang, Xin-Yu & Tang, Yun, 2025. "Artificial intelligence, cloud computing, blockchain, and the energy market in the era of energy transition," Energy Economics, Elsevier, vol. 151(C).
  7. Tymoteusz Miller & Irmina Durlik & Ewelina Kostecka & Polina Kozlovska & Marek Staude & Sylwia Sokołowska, 2025. "The Role of Lightweight AI Models in Supporting a Sustainable Transition to Renewable Energy: A Systematic Review," Energies, MDPI, vol. 18(5), pages 1-29, February.
  8. Fasogbon, Samson Kolawole & Fetuga, Ibrahim Ademola & Oyeniran, Ayodele Temitope & Shaibu, Samuel Adavize & Afolabi, Samuel & Ndokwu, Tochukwu Anthony & Oluwadare, Seyi Rufus & Onafowokan, John Temito, 2025. "Optimization of energy grid efficiency with machine learning: A comprehensive review of challenges and opportunities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 223(C).
  9. Mohammed, Hayder I. & Rashid, Farhan Lafta & Togun, Hussein & Agyekum, Ephraim Bonah & Ameen, Arman & Hammoodi, Karrar A. & Parveen, Rujda & Kadhim, Saif Ali & Abbas, Walaa N., 2025. "The role of nanotechnology and artificial intelligence in optimizing thermal energy systems," Applied Energy, Elsevier, vol. 400(C).
  10. Salem Al-Oun & Mohammad Fathi AlMaaitah & Al-Muthanna Al-Azamat, 2025. "Sustainable Energy Transition in Jordan: The Interplay of Regulatory Frameworks and Infrastructure," Energies, MDPI, vol. 18(5), pages 1-34, March.
  11. Abdullah Abonamah & Salah Hassan & Tena Cale, 2025. "Artificial Intelligence and Environmental Sustainability Playbook for Energy Sector Leaders," Sustainability, MDPI, vol. 17(14), pages 1-27, July.
  12. Mioara Chirita & Daniela-Ancuta Sarpe, 2024. "Navigating the Challenges and Ethics of AI in Shaping the Future of Work for Sustainable Industry 4.0," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 3, pages 275-285.
  13. Izabela Rojek & Dariusz Mikołajewski & Marek Andryszczyk & Tomasz Bednarek & Krzysztof Tyburek, 2025. "Leveraging Machine Learning in Next-Generation Climate Change Adaptation Efforts by Increasing Renewable Energy Integration and Efficiency," Energies, MDPI, vol. 18(13), pages 1-22, June.
  14. Shanwen Gu & Adil Javed, 2025. "Artificial Intelligence Adoption and Role of Energy Structure, Infrastructure, Financial Inclusions, and Carbon Emissions: Quantile Analysis of E-7 Nations," Sustainability, MDPI, vol. 17(13), pages 1-25, June.
  15. Sajad Ebrahimi & Jing Chen & Raj Bridgelall & Joseph Szmerekovsky & Jaideep Motwani, 2025. "Unlocking the Commercialization of SAF Through Integration of Industry 4.0: A Technological Perspective," Sustainability, MDPI, vol. 17(16), pages 1-44, August.
  16. Md Ahsan Habib & Md Sadik Hassan Arik & Md Ali Mostakim, 2024. "AI-Driven Power Quality Analytics and Improvement of Grid Connected Solar Energy Systems," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 7(01), pages 213-228.
  17. Zhong, Chao & Cai, Hongbo & Fang, Shuai & Xue, Rui & Shan, Yuli, 2025. "Does artificial intelligence reduce energy intensity in manufacturing? Evidence from country-level data," Energy Economics, Elsevier, vol. 149(C).
  18. Hussein, Jelili Babatunde & Workneh, Tilahun Seyoum & Kassim, Alaika & Ntsowe, Khuthadzo & Melesse, Sileshi F. & El-Mesery, Hany S. & Zicheng, Hu, 2025. "A review of the use of artificial intelligence in renewable energy for food processing and preservation process optimisation, challenges, and future prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 223(C).
  19. Olusola O. Ajayi & Anish Kurien & Karim Djouani & Lamine Dieng, 2025. "Artificial Intelligence for Infrastructure Resilience: Transportation Systems as a Strategic Case for Policy and Practice," Sustainability, MDPI, vol. 17(20), pages 1-18, October.
  20. 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.
  21. Jun Wang & Baomin Wang, 2025. "A Systemic Evaluation of Energy Digital Transformation Policies for the G20 Group of Countries: A Four-Dimensional Framework and Cross-National Quantitative Analysis," Sustainability, MDPI, vol. 17(20), pages 1-27, October.
  22. Skare, Marinko & Gavurova, Beata & Sinkovic, Dean, 2025. "Measuring artificial intelligence's impact on sustainable energy transition: Empirical insights and policy implications," Energy Economics, Elsevier, vol. 150(C).
  23. Shoufu Lin & Quan Lin & Qian Wang & Chenyong Shi & Marcel Ausloos, 2025. "Driving Green Transformation Through the National Digital Economy Innovation Pilot: A Quasi-Experimental Study on Reducing Urban Energy Intensity in 282 Chinese Cities," Sustainability, MDPI, vol. 17(13), pages 1-21, June.
  24. Shaival Nagarsheth & Kodjo Agbossou & Nilson Henao & Mathieu Bendouma, 2025. "The Advancements in Agricultural Greenhouse Technologies: An Energy Management Perspective," Sustainability, MDPI, vol. 17(8), pages 1-30, April.
  25. Yuan, Chao & Zhao, Le & Xu, Meng & Lv, Yanxin, 2026. "Techno-economic assessment and sustainable pathways of medium-to-low temperature geothermal resources: A comprehensive framework for carbon neutrality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 228(C).
  26. Sergiusz Pimenow & Olena Pimenowa & Piotr Prus, 2024. "Challenges of Artificial Intelligence Development in the Context of Energy Consumption and Impact on Climate Change," Energies, MDPI, vol. 17(23), pages 1-34, November.
  27. Tai Zhang & Goran Strbac, 2025. "Novel Artificial Intelligence Applications in Energy: A Systematic Review," Energies, MDPI, vol. 18(14), pages 1-51, July.
  28. Aylin Erdoğdu & Faruk Dayi & Ferah Yildiz & Ahmet Yanik & Farshad Ganji, 2025. "Combining Fuzzy Logic and Genetic Algorithms to Optimize Cost, Time and Quality in Modern Agriculture," Sustainability, MDPI, vol. 17(7), pages 1-41, March.
  29. Ye, Wenrui & Huang, Shucheng & Herdem, Münür Sacit & Sun, Wei & Nathwani, Jatin & Wen, John Z., 2025. "Transformer-based predictive energy management in hydrogen-integrated renewable systems," Energy, Elsevier, vol. 341(C).
  30. Irina Georgescu & Ayşe Meriç Yazıcı & Vildan Bayram & Mesut Öztırak & Ayşegül Toy & Mesut Dogan, 2025. "Governing the Green Transition: The Role of Artificial Intelligence, Green Finance, and Institutional Governance in Achieving the SDGs Through Renewable Energy," Sustainability, MDPI, vol. 17(12), pages 1-21, June.
  31. Jailson P. Carvalho & Eduardo B. Lopes & Joni B. Santos & Jânio Monteiro & Cristiano Cabrita & André Pacheco, 2025. "Comparative Viability of Photovoltaic Investments Across European Countries Using Payback Periods and the Levelized Cost of Energy," Energies, MDPI, vol. 18(17), pages 1-21, September.
  32. Konrad Henryk Bachanek & Dominik Leszczynski, 2025. "The Role of Artificial Intelligence in Logistics Real Estate Investment Management for Sustainable Development and Strategic Decision-Making," European Research Studies Journal, European Research Studies Journal, vol. 0(2), pages 1207-1219.
  33. Nikolaos Tsalikidis & Paraskevas Koukaras & Dimosthenis Ioannidis & Dimitrios Tzovaras, 2025. "Smart Charging Recommendation Framework for Electric Vehicles: A Machine-Learning-Based Approach for Residential Buildings," Energies, MDPI, vol. 18(6), pages 1-24, March.
  34. Panagiotis Michailidis & Iakovos Michailidis & Elias Kosmatopoulos, 2025. "Reinforcement Learning for Optimizing Renewable Energy Utilization in Buildings: A Review on Applications and Innovations," Energies, MDPI, vol. 18(7), pages 1-40, March.
  35. Ibrahim Msadiq & Kolawole Iyiola & Ahmad Alzubi, 2025. "Guardians of Growth: Can Supply Chain Pressure, Artificial Intelligence, and Economic Inequality Ensure Economic Sustainability," Sustainability, MDPI, vol. 17(17), pages 1-22, September.
  36. Mohamed G. Moh Almihat & Josiah L. Munda, 2025. "The Role of Smart Grid Technologies in Urban and Sustainable Energy Planning," Energies, MDPI, vol. 18(7), pages 1-30, March.
  37. Arsalan Masood & Ubaid Ahmed & Syed Zulqadar Hassan & Ahsan Raza Khan & Anzar Mahmood, 2025. "Economic Value Creation of Artificial Intelligence in Supporting Variable Renewable Energy Resource Integration to Power Systems: A Systematic Review," Sustainability, MDPI, vol. 17(6), pages 1-42, March.
  38. Lin, Boqiang & Zhou, Dengli, 2025. "A new green transition driver: How does artificial intelligence affect the green economic efficiency," Energy, Elsevier, vol. 334(C).
  39. George Chirita, 2024. "Economic Benefits of Implementing Software Sensors in Industrial Processes," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 3, pages 286-295.
  40. Tai Zhang & Goran Strbac, 2025. "Artificial Intelligence Applications for Energy Storage: A Comprehensive Review," Energies, MDPI, vol. 18(17), pages 1-44, September.
  41. Temitope Adefarati & Gulshan Sharma & Pitshou N. Bokoro & Rajesh Kumar, 2025. "Advancing Renewable-Dominant Power Systems Through Internet of Things and Artificial Intelligence: A Comprehensive Review," Energies, MDPI, vol. 18(19), pages 1-54, October.
  42. Armin Razmjoo & Arezoo Ghazanfari & Poul Alberg Østergaard & Mehdi Jahangiri & Andreas Sumper & Sahar Ahmadzadeh & Reza Eslamipoor, 2024. "Moving Toward the Expansion of Energy Storage Systems in Renewable Energy Systems—A Techno-Institutional Investigation with Artificial Intelligence Consideration," Sustainability, MDPI, vol. 16(22), pages 1-25, November.
  43. Aylin Erdoğdu & Faruk Dayi & Ahmet Yanik & Ferah Yildiz & Farshad Ganji, 2025. "Innovative Solutions for Combating Climate Change: Advancing Sustainable Energy and Consumption Practices for a Greener Future," Sustainability, MDPI, vol. 17(6), pages 1-39, March.
  44. Kolawole Anthony Fayemi, 2025. "Harnessing AI for Climate Action: Opportunities, Challenges, and Pathways to Sustainable Futures," Journal of Sustainable Development, Canadian Center of Science and Education, vol. 18(6), pages 107-107, November.
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