The Evolution of AI Applications in the Energy System Transition: A Bibliometric Analysis of Research Development, the Current State and Future Challenges
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- Aoqi Xu & Mehdi Darbandi & Danial Javaheri & Nima Jafari Navimipour & Senay Yalcin & Anas A. Salameh, 2023. "The Management of IoT-Based Organizational and Industrial Digitalization Using Machine Learning Methods," Sustainability, MDPI, vol. 15(7), pages 1-28, March.
- Nathan Oaks Farrar & Mohd Hasan Ali & Dipankar Dasgupta, 2023. "Artificial Intelligence and Machine Learning in Grid Connected Wind Turbine Control Systems: A Comprehensive Review," Energies, MDPI, vol. 16(3), pages 1-25, February.
- Ueckerdt, Falko & Brecha, Robert & Luderer, Gunnar, 2015. "Analyzing major challenges of wind and solar variability in power systems," Renewable Energy, Elsevier, vol. 81(C), pages 1-10.
- Yang, Bo & Wu, Shaocong & Zhang, Hao & Liu, Bingqiang & Shu, Hongchun & Shan, Jieshan & Ren, Yaxing & Yao, Wei, 2022. "Wave energy converter array layout optimization: A critical and comprehensive overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
- Halhoul Merabet, Ghezlane & Essaaidi, Mohamed & Ben Haddou, Mohamed & Qolomany, Basheer & Qadir, Junaid & Anan, Muhammad & Al-Fuqaha, Ala & Abid, Mohamed Riduan & Benhaddou, Driss, 2021. "Intelligent building control systems for thermal comfort and energy-efficiency: A systematic review of artificial intelligence-assisted techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
- Blakers, Andrew & Stocks, Matthew & Lu, Bin & Cheng, Cheng, 2021. "The observed cost of high penetration solar and wind electricity," Energy, Elsevier, vol. 233(C).
- Abbas, Jawad & Wang, Lisu & Ben Belgacem, Samira & Pawar, Puja Sunil & Najam, Hina & Abbas, Jaffar, 2023. "Investment in renewable energy and electricity output: Role of green finance, environmental tax, and geopolitical risk: Empirical evidence from China," Energy, Elsevier, vol. 269(C).
- 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.
- Boza, Pal & Evgeniou, Theodoros, 2021. "Artificial intelligence to support the integration of variable renewable energy sources to the power system," Applied Energy, Elsevier, vol. 290(C).
- Mahmoodi-Eshkaftaki, Mahmood & Ebrahimi, Rahim, 2021. "Integrated deep learning neural network and desirability analysis in biogas plants: A powerful tool to optimize biogas purification," Energy, Elsevier, vol. 231(C).
- Danieli Veronezi & Marcel Soulier & Tímea Kocsis, 2024. "Energy Solutions for Decarbonization of Industrial Heat Processes," Energies, MDPI, vol. 17(22), pages 1-23, November.
- Mike Thelwall & Stephen Pinfield, 2024. "The accuracy of field classifications for journals in Scopus," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(2), pages 1097-1117, February.
- Siow Jat Shern & Md Tanjil Sarker & Mohammed Hussein Saleh Mohammed Haram & Gobbi Ramasamy & Siva Priya Thiagarajah & Fahmid Al Farid, 2024. "Artificial Intelligence Optimization for User Prediction and Efficient Energy Distribution in Electric Vehicle Smart Charging Systems," Energies, MDPI, vol. 17(22), pages 1-25, November.
- Diosey Ramon Lugo-Morin, 2024. "Artificial Intelligence on Food Vulnerability: Future Implications within a Framework of Opportunities and Challenges," Societies, MDPI, vol. 14(7), pages 1-16, June.
- Jin, Jianjun & Wan, Xinyu & Lin, Yongsheng & Kuang, Foyuan & Ning, Jing, 2019. "Public willingness to pay for the research and development of solar energy in Beijing, China," Energy Policy, Elsevier, vol. 134(C).
- Icaza, Daniel & Borge-Diez, David & Galindo, Santiago Pulla, 2021. "Proposal of 100% renewable energy production for the City of Cuenca- Ecuador by 2050," Renewable Energy, Elsevier, vol. 170(C), pages 1324-1341.
- Mahmoud Kiasari & Mahdi Ghaffari & Hamed H. Aly, 2024. "A Comprehensive Review of the Current Status of Smart Grid Technologies for Renewable Energies Integration and Future Trends: The Role of Machine Learning and Energy Storage Systems," Energies, MDPI, vol. 17(16), pages 1-38, August.
- Behzadi, Amirmohammad & Duwig, Christophe & Ploskic, Adnan & Holmberg, Sture & Sadrizadeh, Sasan, 2024. "Application to novel smart techniques for decarbonization of commercial building heating and cooling through optimal energy management," Applied Energy, Elsevier, vol. 376(PA).
- Talaat, Fatma M. & Kabeel, A.E. & Shaban, Warda M., 2024. "The role of utilizing artificial intelligence and renewable energy in reaching sustainable development goals," Renewable Energy, Elsevier, vol. 235(C).
- Zahraee, S.M. & Khalaji Assadi, M. & Saidur, R., 2016. "Application of Artificial Intelligence Methods for Hybrid Energy System Optimization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 617-630.
- Di Silvestre, Maria Luisa & Favuzza, Salvatore & Riva Sanseverino, Eleonora & Zizzo, Gaetano, 2018. "How Decarbonization, Digitalization and Decentralization are changing key power infrastructures," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 483-498.
- Lund, Henrik & Andersen, Anders N. & Østergaard, Poul Alberg & Mathiesen, Brian Vad & Connolly, David, 2012. "From electricity smart grids to smart energy systems – A market operation based approach and understanding," Energy, Elsevier, vol. 42(1), pages 96-102.
- Moraga, J. & Duzgun, H.S. & Cavur, M. & Soydan, H., 2022. "The Geothermal Artificial Intelligence for geothermal exploration," Renewable Energy, Elsevier, vol. 192(C), pages 134-149.
- Santillán Vera, Mónica & García Manrique, Lilia & Rodríguez Peña, Isabel & De La Vega Navarro, Angel, 2023. "Drivers of electricity GHG emissions and the role of natural gas in mexican energy transition," Energy Policy, Elsevier, vol. 173(C).
- Osorio-Aravena, Juan Carlos & Aghahosseini, Arman & Bogdanov, Dmitrii & Caldera, Upeksha & Ghorbani, Narges & Mensah, Theophilus Nii Odai & Haas, Jannik & Muñoz-Cerón, Emilio & Breyer, Christian, 2023. "Synergies of electrical and sectoral integration: Analysing geographical multi-node scenarios with sector coupling variations for a transition towards a fully renewables-based energy system," Energy, Elsevier, vol. 279(C).
- Lukač, Niko & Špelič, Denis & Štumberger, Gorazd & Žalik, Borut, 2020. "Optimisation for large-scale photovoltaic arrays’ placement based on Light Detection And Ranging data," Applied Energy, Elsevier, vol. 263(C).
- Horvey, Sylvester Senyo & Odei-Mensah, Jones & Moloi, Tankiso & Bokpin, Godfred A., 2024. "Digital economy, financial development and energy transition in Africa: Exploring for synergies and nonlinearities," Applied Energy, Elsevier, vol. 376(PB).
- Chen, Wei & Zou, Wandan & Zhong, Kaiyang & Aliyeva, Alina, 2023. "Machine learning assessment under the development of green technology innovation: A perspective of energy transition," Renewable Energy, Elsevier, vol. 214(C), pages 65-73.
- Ferdaus, Md Meftahul & Dam, Tanmoy & Anavatti, Sreenatha & Das, Sarobi, 2024. "Digital technologies for a net-zero energy future: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 202(C).
- Norouzi, Farshid & Hoppe, Thomas & Elizondo, Laura Ramirez & Bauer, Pavol, 2022. "A review of socio-technical barriers to Smart Microgrid development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
- Borge-Diez, David & Icaza, Daniel & Açıkkalp, Emin & Amaris, Hortensia, 2021. "Combined vehicle to building (V2B) and vehicle to home (V2H) strategy to increase electric vehicle market share," Energy, Elsevier, vol. 237(C).
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- Zixuan Yang & Huang Yu & Jingqiu Zhang, 2025. "New Energy Policies and Informal Cultural Norms Promoting Carbon Equity in Chinese Cities: Synergistic Effects and Regional Heterogeneity," Energies, MDPI, vol. 18(10), pages 1-23, May.
- Krzysztof Przystupa & Nataliya Bernatska & Elvira Dzhumelia & Tomasz Drzymała & Orest Kochan, 2025. "Ensuring Energy Efficiency of Air Quality Monitoring Systems Based on Internet of Things Technology," Energies, MDPI, vol. 18(14), pages 1-24, July.
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