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2. Bi-level multi-objective optimization for a hybrid carbon pricing initiative towards biomass co-firing with coal. (2024). Feng, Qing ; Huang, Qian.
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3. Two-stage multi-objective distributionally robust operation optimization and benefits equalization of an off-grid type electric-hydrogen-ammonia-methanol coupling system. (2024). Li, Xiangguang ; Du, Yida ; Tan, Caixia.
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4. An enhanced stochastic optimization for more flexibility on integrated energy system with flexible loads and a high penetration level of renewables. (2024). Wu, Mou ; Hu, Keling ; Fan, Junqiu ; Zhang, Jing ; Wang, Jiangjiang ; Cao, Guoqiang ; Bai, Zhang ; He, YU ; Yan, Rujing.
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5. Distributionally robust planning method for expressway hydrogen refueling station powered by a wind-PV system. (2024). Yang, Yuyan ; Luo, Yichen ; Xu, Xiao ; Hu, Weihao ; Liu, Junyong.
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6. Three-stage optimization of integrated energy system considering source/load uncertainties and orderly charging of NEVs. (2024). Zhan, YU ; Zhang, Xiaofeng ; Wang, Meng ; Sun, Xiao Qin ; Zeng, Rong ; Jiao, Fan ; Mei, Jin ; Zhao, Tingbo.
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7. A multi-objective optimization scheduling approach of integrated energy system considering the exergy efficiency using the variable step-size approximation method. (2024). Liu, Shuaidong ; Han, Song ; Tian, Junling ; Rong, NA.
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8. A two-stage robust low-carbon operation strategy for interconnected distributed energy systems considering source-load uncertainty. (2024). Zhan, Wei ; Hu, Weihao ; Zhang, Sen ; Tang, Ming ; Du, Jialin ; Bai, Chunguang ; Chen, Zhe ; Zhao, Yincheng ; Cao, Xilin ; Liu, Wen.
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2. Deep Learning vs. Gradient Boosting: Optimizing Transport Energy Forecasts in Thailand Through LSTM and XGBoost. (2025). Se, Chamroeun ; Janhuaton, Thananya ; Jomnonkwao, Sajjakaj ; Ratanavaraha, Vatanavongs ; Watcharamaisakul, Fareeda ; Banyong, Chinnakrit ; Champahom, Thanapong.
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3. Deep-Fuzzy Logic Control for Optimal Energy Management: A Predictive and Adaptive Framework for Grid-Connected Microgrids. (2025). Bell, Margaret ; Dissanayake, Dilum ; Cavus, Muhammed.
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4. Advancing AI-Enabled Techniques in Energy System Modeling: A Review of Data-Driven, Mechanism-Driven, and Hybrid Modeling Approaches. (2025). Li, Zheng ; Wu, Shidong ; Guo, Jing ; Tang, Junlong ; Lin, Yuancheng.
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5. 3E analysis of a wind-solar-biomass energy generation in context of regional multi-microgrids: A case study of Sivas, Türkiye. (2025). Yildiz, Yamur Arikan ; Gyetmez, Mehmet ; Aktemur, Cenker.
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7. Bi-level optimization of hybrid energy conversion system based on a multi-distinct low-carbon microgrid. (2025). Qiu, Zitong ; Zhou, Jun ; Li, Ruhuan ; Wu, Kai.
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8. Attribution analysis to Co-planning renewable energy and storage capacity based on Shapley Additive Explanation. (2025). Zhou, Ming ; Chen, Zili ; Wu, Zhaoyuan ; Yang, Linyan ; Yue, Hao.
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9. Optimal planning and feasibility analysis of a grid-connected PV-biomass hybrid renewable energy system for rural electrification with electric vehicles: A case study of Hainan, China. (2025). Li, Jinze ; Liu, Pei ; Zhang, Guosheng.
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10. Economic dispatch of integrated energy systems taking into account the participation of flexible loads and concentrated solar power plants. (2025). Chen, Shouyan ; Yang, Shuanghao ; Gao, Lihui.
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13. Integrated Energy System Dispatch Considering Carbon Trading Mechanisms and Refined Demand Response for Electricity, Heat, and Gas. (2024). Gao, Junheng ; Chen, Nan ; Yang, Shuanghao.
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14. Multi-Objective Short-Term Operation of Hydro–Wind–Photovoltaic–Thermal Hybrid System Considering Power Peak Shaving, the Economy and the Environment. (2024). Qin, Hui ; Hou, Guibing ; Li, Yuanyuan ; Liu, Yongqi.
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15. BIM Integration with XAI Using LIME and MOO for Automated Green Building Energy Performance Analysis. (2024). Saeed, Talha ; Ur, Sardar Kashif ; Tariq, Muhammad Abubakar ; Sherif, Mohamed ; Alqahtani, Fahad K ; Khan, Abdul Mateen.
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16. Design of flexible energy systems for nearly/net zero energy buildings under uncertainty characteristics: A review. (2024). Ma, Z J ; Sun, Y J ; Lu, M L ; Kokogiannakis, G.
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17. Electric vehicles impact on energy balance: Three-country comparison. (2024). Duarte, Jose Luis ; Olaru, Doina ; Ruoso, Ana Cristina.
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18. Techno-economic feasibility analysis and optimisation of on/off-grid wind-biogas-CHP hybrid energy system for the electrification of university campus: A case study. (2024). Aktas, Ilter Sahin.
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19. Stochastic optimization of a hybrid photovoltaic/fuel cell/parking lot system incorporating cloud model. (2024). Bu, Xiongzhu ; Duan, Fude.
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20. Net-zero carbon emission oriented Bi-level optimal capacity planning of integrated energy system considering carbon capture and hydrogen facilities. (2024). Yang, Qiang ; Dong, Wei ; Chen, Xianqing.
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21. Feasibility of optimum energy use and cost analyses by applying artificial intelligence and genetic optimization methods in geothermal and solar energy-assisted multigeneration systems. (2024). Yilmaz, Ceyhun ; Sen, Ozan.
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22. Collaborative energy management of interconnected regional integrated energy systems considering spatio-temporal characteristics. (2024). Yang, Qiang ; Chang, Weiguang ; Zhao, Wanbing.
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23. Multi-objective optimization of comprehensive performance enhancement for proton exchange membrane fuel cell based on machine learning. (2024). Chen, Wenshang ; Liu, Wei ; Zhang, Ning ; Meng, Kai ; Zhou, YU.
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24. Configuration optimization of a wind-solar based net-zero emission tri-generation energy system considering renewable power and carbon trading mechanisms. (2024). Chen, Yuzhu ; Guo, Weimin ; Lund, Peter D ; Du, NA ; Yang, Kun ; Wang, Jun.
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25. 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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26. Techno-economic analysis of a PV/WT/biomass off-grid hybrid power system for rural electrification in northern Morocco using HOMER. (2024). Laamara, Rachid Ahl ; Daoudi, Mohammed ; El-Maaroufi, Abdellah.
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27. 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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28. 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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29. 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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30. 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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31. 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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32. 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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33. 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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34. Techno-economic and environmental analyses of hybrid renewable energy systems for a remote location employing machine learning models. (2024). Zhu, Shunmin ; Wang, Ruiqi ; Mondal, Pradip ; Ling-Chin, Janie ; Roy, Dibyendu ; Roskilly, Anthony Paul.
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35. Optimal use of renewable energy technologies during building schematic design phase. (2024). El-Rayes, Khaled ; Hassan, Ahmed A.
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36. 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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37. The Significance of Considering Battery Service-Lifetime for Correctly Sizing Hybrid PV–Diesel Energy Systems. (2023). Omar, Moien A.
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38. 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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39. 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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40. Techno-economic potential of multi-energy community microgrid: The perspective of Australia. (2023). Elsawah, Sondoss ; Uddin, Moslem ; Mo, Huadong ; Dong, Daoyi.
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41. 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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42. Using solar energy for complementary energy generation and water level recovery in Brazilian hybrid hydroelectricity: An energy and economic study. (2023). Barros, Regina Mambeli ; Vilela, Marina Junia ; Silva, Ivan Felipe ; Figueiredo, Guilherme Martinez ; Tiago, Geraldo Lucio.
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43. Grid-tied solar and biomass hybridization for multi-family houses in Sweden: An optimal rule-based control framework through machine learning approach. (2023). Sadrizadeh, Sasan ; Behzadi, Amirmohammad.
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44. Scenario-based robust capacity planning of regional integrated energy systems considering carbon emissions. (2023). Chen, Xianqing ; Dong, Wei ; Yang, Qiang.
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45. 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.
    In: Energy.
    RePEc:eee:energy:v:283:y:2023:i:c:s0360544223024507.

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46. Optimal energy management of integrated energy systems for strategic participation in competitive electricity markets. (2023). Wang, Yubin ; Zheng, Yanchong ; Yang, Qiang.
    In: Energy.
    RePEc:eee:energy:v:278:y:2023:i:pa:s036054422301277x.

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47. 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.
    In: Energy.
    RePEc:eee:energy:v:277:y:2023:i:c:s0360544223010915.

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48. Exergy-based flexibility cost indicator and spatio-temporal coordination principle of distributed multi-energy systems. (2023). Zhao, Tian ; Chen, Qun ; Sun, Qinghan ; Ma, Huan.
    In: Energy.
    RePEc:eee:energy:v:267:y:2023:i:c:s0360544222034594.

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49. Explainable district heat load forecasting with active deep learning. (2023). Wang, Zhijin ; Zhao, Yuan ; Fu, Yonggang ; Huang, Yaohui ; Liu, Xiufeng.
    In: Applied Energy.
    RePEc:eee:appene:v:350:y:2023:i:c:s0306261923011170.

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50. 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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    RePEc:eee:appene:v:333:y:2023:i:c:s0306261922018906.

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51. 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.
    In: Applied Energy.
    RePEc:eee:appene:v:333:y:2023:i:c:s0306261922018177.

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