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Two-stage distributionally robust optimization model of integrated energy system group considering energy sharing and carbon transfer

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  1. Zhao, Naixin & Gu, Wenbo & Zheng, Zipeng & Ma, Tao, 2023. "Multi-objective bi-level planning of the integrated energy system considering uncertain user loads and carbon emission during the equipment manufacturing process," Renewable Energy, Elsevier, vol. 216(C).
  2. Liu, Dewen & Luo, Zhao & Qin, Jinghui & Wang, Hua & Wang, Gang & Li, Zhao & Zhao, Weijie & Shen, Xin, 2023. "Low-carbon dispatch of multi-district integrated energy systems considering carbon emission trading and green certificate trading," Renewable Energy, Elsevier, vol. 218(C).
  3. Fan, Wei & Fan, Ying & Yao, Xing & Yi, Bowen & Jiang, Dalin & Wu, Lin, 2024. "Distributed transaction optimization model of multi-integrated energy systems based on nash negotiation," Renewable Energy, Elsevier, vol. 225(C).
  4. Dongsen Li & Kang Qian & Yiyue Xu & Jiangshan Zhou & Zhangfan Wang & Yufei Peng & Qiang Xing, 2025. "A Multi-Time Scale Optimal Scheduling Strategy for the Electro-Hydrogen Coupling System Based on the Modified TCN-PPO," Energies, MDPI, vol. 18(8), pages 1-22, April.
  5. Zhang, Liu & Zhang, Kaitian & Zheng, Zhong & Chai, Yi & Lian, Xiaoyuan & Zhang, Kai & Xu, Zhaojun & Chen, Sujun, 2023. "Two-stage distributionally robust integrated scheduling of oxygen distribution and steelmaking-continuous casting in steel enterprises," Applied Energy, Elsevier, vol. 351(C).
  6. Ma, Miaomiao & Long, Zijuan & Liu, Xiangjie & Lee, Kwang Y., 2025. "Distributionally robust optimization of electric–thermal–hydrogen integrated energy system considering source–load uncertainty," Energy, Elsevier, vol. 316(C).
  7. Tang, Wenhu & Xie, Xuehua & Qian, Tong & Li, Weiwei & Li, Xiuzhang & Jin, Xin & Cao, Wangzhang & Pan, Tingzhe, 2025. "Energy-carbon coordination of transactive multi-community integrated energy systems under imperfect communication networks," Energy, Elsevier, vol. 319(C).
  8. Qi, Xin & Ju, Liwei & Yang, Shenbo & Gan, Wei & Li, Gen & Bai, Xiping, 2025. "A bi-level peer-to-peer interactive trading optimization model and distributed solution algorithm for rural distributed energy system group based on Stackelberg-Nash game strategy," Energy, Elsevier, vol. 318(C).
  9. Wenyuan Sun & Shuailing Ma & Yufei Zhang & Yingai Jin & Firoz Alam, 2025. "Multi-Energy-Microgrid Energy Management Strategy Optimisation Using Deep Learning," Energies, MDPI, vol. 18(12), pages 1-28, June.
  10. Xiaoling Yuan & Can Cui & Guanxin Zhu & Hanqing Ma & Hao Cao, 2023. "Research on the Optimization of Energy–Carbon Co-Sharing Operation in Multiple Multi-Energy Microgrids Based on Nash Negotiation," Energies, MDPI, vol. 16(15), pages 1-20, July.
  11. Li, Yuxuan & Zhang, Junli & Wu, Xiao & Shen, Jiong & Maréchal, François, 2023. "Stochastic-robust planning optimization method based on tracking-economy extreme scenario tradeoff for CCHP multi-energy system," Energy, Elsevier, vol. 283(C).
  12. Xu, Jing & Wang, Xiaoying & Gu, Yujiong & Ma, Suxia, 2023. "A data-based day-ahead scheduling optimization approach for regional integrated energy systems with varying operating conditions," Energy, Elsevier, vol. 283(C).
  13. Lin, Xiaojie & Mao, Yihui & Chen, Jiaying & Zhong, Wei, 2023. "Dynamic modeling and uncertainty quantification of district heating systems considering renewable energy access," Applied Energy, Elsevier, vol. 349(C).
  14. Zhu, Mengshu & Ai, Xiaomeng & Fang, Jiakun & Cui, Shichang & Wu, Kejing & Zheng, Lufan & Wen, Jinyu, 2024. "Optimal scheduling of hydrogen energy hub for stable demand with uncertain photovoltaic and biomass," Applied Energy, Elsevier, vol. 360(C).
  15. Wang, Qi & Liu, Yankui, 2025. "Planning a robust echelon utilization network for used electric vehicle batteries based on two decision-making criteria," Applied Energy, Elsevier, vol. 384(C).
  16. Ju, Liwei & Bai, Xiping & Li, Gen & Gan, Wei & Qi, Xin & Ye, Fan, 2024. "Two-stage robust transaction optimization model and benefit allocation strategy for new energy power stations with shared energy storage considering green certificate and virtual energy storage mode," Applied Energy, Elsevier, vol. 362(C).
  17. Guan, Zhimin & Lu, Chunyan & Li, Yiming & Wang, Jiangjiang, 2023. "Chance-constrained optimization of hybrid solar combined cooling, heating and power system considering energetic, economic, environmental, and flexible performances," Renewable Energy, Elsevier, vol. 212(C), pages 908-920.
  18. Xiong, Houbo & Zhou, Yue & Guo, Chuangxin & Ding, Yi & Luo, Fengji, 2023. "Multi-stage risk-based assessment for wind energy accommodation capability: A robust and non-anticipative method," Applied Energy, Elsevier, vol. 350(C).
  19. Yun Chen & Yunhao Zhao & Xinghao Zhang & Ying Wang & Rongyao Mi & Junxiao Song & Zhiguo Hao & Chuanbo Xu, 2025. "A Two-Stage Robust Optimization Strategy for Long-Term Energy Storage and Cascaded Utilization of Cold and Heat Energy in Peer-to-Peer Electricity Energy Trading," Energies, MDPI, vol. 18(2), pages 1-26, January.
  20. Gao, Yuan & Tahir, Mustafa & Siano, Pierluigi & Bi, Yue & Hu, Sile & Yang, Jiaqiang, 2025. "Optimization of renewable energy-based integrated energy systems: A three-stage stochastic robust model," Applied Energy, Elsevier, vol. 377(PD).
  21. Jiyong Li & Zeyi Hua & Lin Tian & Peiwen Chen & Hao Dong, 2024. "Optimal Capacity Allocation for Life Cycle Multiobjective Integrated Energy Systems Considering Capacity Tariffs and Eco-Indicator 99," Sustainability, MDPI, vol. 16(20), pages 1-22, October.
  22. Fan, Guozhu & Peng, Chunhua & Wang, Xuekui & Wu, Peng & Yang, Yifan & Sun, Huijuan, 2024. "Optimal scheduling of integrated energy system considering renewable energy uncertainties based on distributionally robust adaptive MPC," Renewable Energy, Elsevier, vol. 226(C).
  23. Li, Weiwei & Qian, Tong & Zhao, Wei & Huang, Wenwei & Zhang, Yin & Xie, Xuehua & Tang, Wenhu, 2023. "Decentralized optimization for integrated electricity–heat systems with data center based energy hub considering communication packet loss," Applied Energy, Elsevier, vol. 350(C).
  24. Lu, Gang & Bai, Xiping & Qi, Xin & Zhang, Fuqiang & Yan, Xiaoqing & Feng, Junshu & Ju, Liwei, 2025. "Data-model fusing driven robust configuration optimization model and decision-making method for renewable energy generation base considering electric-hydrogen conversion," Renewable Energy, Elsevier, vol. 241(C).
  25. Du, Yida & Li, Xiangguang & Tan, Caixia & Tan, Zhongfu, 2024. "Two-stage multi-objective distributionally robust operation optimization and benefits equalization of an off-grid type electric-hydrogen-ammonia-methanol coupling system," Renewable Energy, Elsevier, vol. 236(C).
  26. Wang, Yuwei & Song, Minghao & Jia, Mengyao & Shi, Lin & Li, Bingkang, 2023. "TimeGAN based distributionally robust optimization for biomass-photovoltaic-hydrogen scheduling under source-load-market uncertainties," Energy, Elsevier, vol. 284(C).
  27. Wu, Zhuochun & Kang, Jidong & Mosteiro-Romero, Martín & Bartolini, Andrea & Ng, Tsan Sheng & Su, Bin, 2024. "A distributionally robust optimization model for building-integrated photovoltaic system expansion planning under demand and irradiance uncertainties," Applied Energy, Elsevier, vol. 372(C).
  28. Yang, Lihua & Wu, Xiao, 2024. "Net-zero carbon configuration approach for direct air carbon capture based integrated energy system considering dynamic characteristics of CO2 adsorption and desorption," Applied Energy, Elsevier, vol. 358(C).
  29. Zhu, Jie & Xu, Yinliang & Tai, Nengling & Sun, Hongbin, 2025. "Joint chance-constrained energy-reserve co-optimization for distribution networks with flexible resource aggregators," Applied Energy, Elsevier, vol. 388(C).
  30. Seyed Mohammad Shojaei & Reihaneh Aghamolaei & Mohammad Reza Ghaani, 2024. "Recent Advancements in Applying Machine Learning in Power-to-X Processes: A Literature Review," Sustainability, MDPI, vol. 16(21), pages 1-41, November.
  31. Guo, Xiaopeng & Wang, Liyi & Ren, Dongfang, 2025. "Optimal scheduling model for virtual power plant combining carbon trading and green certificate trading," Energy, Elsevier, vol. 318(C).
  32. Zhang, Tao & Li, Guojun & Wei, Linyang & Ji, Wenchao & Qiu, Yong & Zhang, Qinrui, 2024. "A novel dynamic simulation strategy for regional integrated energy system considering coupling components failure," Energy, Elsevier, vol. 295(C).
  33. Xie, Xuehua & Qian, Tong & Li, Weiwei & Tang, Wenhu & Xu, Zhao, 2024. "An individualized adaptive distributed approach for fast energy-carbon coordination in transactive multi-community integrated energy systems considering power transformer loading capacity," Applied Energy, Elsevier, vol. 375(C).
  34. Du, Yida & Li, Xiangguang & Liang, Yan & Tan, Zhongfu, 2024. "Two-stage multi-objective distributionally robust optimization of the electricity-hydrogen coupling system under multiple markets," Energy, Elsevier, vol. 303(C).
  35. Tang, Bao-Jun & Cao, Xi-Lin & Li, Ru & Xiang, Zhi-Bo & Zhang, Sen, 2024. "Economic and low-carbon planning for interconnected integrated energy systems considering emerging technologies and future development trends," Energy, Elsevier, vol. 302(C).
  36. Pan, Yushu & Ju, Liwei & Yang, Shenbo & Guo, Xinyu & Tan, Zhongfu, 2024. "A multi-objective robust optimal dispatch and cost allocation model for microgrids-shared hybrid energy storage system considering flexible ramping capacity," Applied Energy, Elsevier, vol. 369(C).
  37. Xu, Tiantian & Long, Jian & Zhao, Liang & Du, Wenli, 2024. "Material and energy coupling systems optimization for large-scale industrial refinery with sustainable energy penetration under multiple uncertainties using two-stage stochastic programming," Applied Energy, Elsevier, vol. 371(C).
  38. Kang, Kai & Su, Yifan & Yang, Peng & Wang, Zhaojian & Liu, Feng, 2025. "Securing long-term dispatch of isolated microgrids with high-penetration renewable generation: A controlled evolution-based framework," Applied Energy, Elsevier, vol. 381(C).
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