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2. Multiobjective eco-driving speed optimisation with real-time traffic: Balancing fuel, NOx, and travel time. (2025). Wei, Tangjian ; Li, Tiezhu ; Guo, Junhua ; Liu, YE ; Jia, Dongyao ; Chen, Haibo ; Lin, Zhiyuan.
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3. Optimization of Ex/energy efficiencies in an integrated compressed air energy storage system (CAES) using machine learning algorithms: A multi-objective approach based on analysis of variance. (2025). Khan, Mohammad Nadeem ; Formanova, Shoira ; Alhomayani, Fahad M ; Abed, Azher M ; Shaban, Mohamed ; Farouk, Naeim ; Abouzied, Amr S ; Albalawi, Hind ; Alkhalaf, Salem ; Alturise, Fahad.
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4. Artificial intelligence-powered study of a waste-to-energy system through optimization by regression-centered machine learning algorithms. (2025). Abed, Azher M ; Shaban, Mohamed ; Yang, Xiaoqiang ; Albalawi, Hind ; Alturise, Fahad ; Alkhalaf, Salem ; Khan, Mohammad Nadeem ; Alhomayani, Fahad M ; Abdullaev, Sherzod.
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1. Adewumi, A. ; Olu-lawal, K.A. ; Okoli, C.E. ; Usman, F.O. ; Usiagu, G.S. Sustainable energy solutions and climate change: a policy review of emerging trends and global responses. 2024 World Journal of Advanced Research and Reviews. 21 408-420
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2. Alabi, T.M. ; Aghimien, E.I. ; Agbajor, F.D. ; Yang, Z. ; Lu, L. ; Adeoye, A.R. ; Gopaluni, B. A review on the integrated optimization techniques and machine learning approaches for modeling, prediction, and decision making on integrated energy systems. 2022 Renew Energy. 194 822-849

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10. Chen, G. ; Kuang, R. ; Li, W. ; Cui, K. ; Fu, D. ; Yang, Z. ; Shen, Y. Numerical study on efficiency and robustness of wave energy converter-power take-off system for compressed air energy storage. 2024 Renew Energy. 232 -

11. Chen, L. ; Cui, B. ; Zhang, C. ; Hu, X. ; Wang, Y. ; Li, G. ; Liu, L. Impacts of fuel stage ratio on the morphological and nanostructural characteristics of soot emissions from a twin annular premixing swirler combustor. 2024 Environmental Science & Technology. 58 10558-10566
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13. Esmaeilion, F. ; Soltani, M. ; Nathwani, J. ; Al-Haq, A. ; Dusseault, M.B. ; Rosen, M.A. Exergoeconomic assessment of a high-efficiency compressed air energy storage system. 2024 Renew Sustain Energy Rev. 191 -

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17. Hanyu, E. ; Cui, Y. ; Pedrycz, W. ; Fayek, A.R. ; AbouRizk, S. Strategies for designing machine learning models in renewable energy with insufficient data. 2024 Energy. 311 -

18. Hasanzadeh, R. ; Abdalrahman, R.M. A regression analysis on steam gasification of polyvinyl chloride waste for an efficient and environmentally sustainable process. 2023 Polymers. 15 2767-
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23. Jabeen, G. ; Wang, D. ; Ahmad, M. ; Işık, C. ; Pinzón, S. ; Rehman, A. ; Ongan, S. Transitioning to sustainable energy: multidimensional factors guiding solar power technology adoption. 2024 Energy. 133468 -

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30. Li, S. ; Leng, Y. ; Chaturvedi, R. ; Dutta, A.K. ; Abdullaeva, B.S. ; Fouad, Y. Sustainable freshwater/energy supply through geothermal-centered layout tailored with humidification-dehumidification desalination unit; Optimized by regression machine learning techniques. 2024 Energy. 131919 -

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33. Liang, Y. ; Li, P. ; Su, W. ; Li, W. ; Xu, W. Development of green data center by configuring photovoltaic power generation and compressed air energy storage systems. 2024 Energy. 292 -

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17. Two-stage dispatching strategy for park-level integrated energy systems based on a master-slave-cooperative hybrid game model. (2024). Bian, Yifan ; Xie, Lirong ; Ma, Lan ; Ye, Jiahao.
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18. Optimizing energy efficiency and emission reduction: Leveraging the power of machine learning in an integrated compressed air energy storage-solid oxide fuel cell system. (2024). Khan, Mohammad Nadeem ; Ali, Elhosiny H ; Wang, Yongfeng ; Bu, Zainab Ali ; Ghandour, Raymond.
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19. Extended matrix modeling of integrated energy systems considering network dynamic characteristics and source–load uncertainty. (2024). Zhu, Shanying ; Lin, Qichao ; Xiang, Leijun ; Gao, Minkun.
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20. Real-time automatic control of multi-energy system for smart district community: A coupling ensemble prediction model and safe deep reinforcement learning. (2024). Yang, Zaiyue ; Alabi, Tobi Michael ; Lu, Lin.
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21. Analysis of equivalent energy storage for integrated electricity-heat system. (2024). Jia, Wenhao ; Ding, Tao ; Du, Sijun ; Yang, Miao ; Ge, Huaichang ; Zhang, Hongji ; Xue, Yixun ; Chang, Xinyue.
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22. Informer-based model predictive control framework considering group controlled hydraulic balance model to improve the precision of client heat load control in district heating system. (2024). Yuan, Yonggong ; Mei, Ning ; Zhang, JI ; Wang, Haifeng ; Guo, Chengke.
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23. Hierarchical optimization of district heating plants by integrating evolutionary and non-linear programming algorithms. (2024). Hassan, Muhammed A ; Araji, Mohamad T.
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24. Multi-time-space scale optimization for a hydrogen-based regional multi-energy system. (2024). Fan, Guangyao ; Li, Fan ; Sun, BO ; Yu, Binbin.
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25. Optimal use of renewable energy technologies during building schematic design phase. (2024). El-Rayes, Khaled ; Hassan, Ahmed A.
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26. Implications of Machine Learning in the Generation of Renewable Energies in Latin America from a Globalized Vision: A Systematic Review. (2024). Plaza, Jonny Rafael ; Garca, Jess Enrique ; Hernandez-Palma, Hugo Gaspar ; Dotto, Guilherme Luiz ; Ramos, Claudete Gindri.
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27. A Review of the Optimization Strategies and Methods Used to Locate Hydrogen Fuel Refueling Stations. (2023). Isaac, Nithin ; Saha, Akshay K.
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28. Theoretical Analysis of Integrated Community Energy Systems (ICES) Considering Integrated Demand Response (IDR): A Review of the System Modelling and Optimization. (2023). Zhang, Zhiang ; Yang, Yimin ; Wei, Xuanyue ; Sa, Xingning ; Gu, Tingyue ; Jing, Jianru ; Kong, Dezhou.
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29. Bi-level multi-objective robust optimization for performance improvements in integrated energy system with solar fuel production. (2023). Li, Xin ; Ren, Ting.
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30. Scenario-based robust capacity planning of regional integrated energy systems considering carbon emissions. (2023). Chen, Xianqing ; Dong, Wei ; Yang, Qiang.
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31. Linear or mixed integer programming in long-term energy systems modeling – A comparative analysis for a local expanding heating system. (2023). Vilen, Karl ; Ahlgren, Erik O.
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32. Optimal energy management of integrated energy systems for strategic participation in competitive electricity markets. (2023). Wang, Yubin ; Zheng, Yanchong ; Yang, Qiang.
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33. Key technologies and developments of multi-energy system: Three-layer framework, modelling and optimisation. (2023). Wu, Thomas ; Tian, Jun ; Liu, Hui ; Goh, Hui Hwang ; Zhu, Hongyu ; Zhang, Dongdong.
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34. Exergy-based flexibility cost indicator and spatio-temporal coordination principle of distributed multi-energy systems. (2023). Zhao, Tian ; Chen, Qun ; Sun, Qinghan ; Ma, Huan.
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35. Explainable district heat load forecasting with active deep learning. (2023). Wang, Zhijin ; Zhao, Yuan ; Fu, Yonggang ; Huang, Yaohui ; Liu, Xiufeng.
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36. Automated deep reinforcement learning for real-time scheduling strategy of multi-energy system integrated with post-carbon and direct-air carbon captured system. (2023). Yang, Zaiyue ; Alabi, Tobi Michael ; Lawrence, Nathan P ; Lu, Lin ; Gopaluni, Bhushan R.
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37. An IoT-enabled hierarchical decentralized framework for multi-energy microgrids market management in the presence of smart prosumers using a deep learning-based forecaster. (2023). Mansouri, Seyed Amir ; Marzband, Mousa ; Tostado-Veliz, Marcos ; Aguado, Jose A ; Jurado, Francisco ; Jordehi, Ahmad Rezaee.
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