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Two-stage stochastic programming formulation for optimal design and operation of multi-microgrid system using data-based modeling of renewable energy sources

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  1. Kim, Sunwoo & Choi, Yechan & Park, Joungho & Adams, Derrick & Heo, Seongmin & Lee, Jay H., 2024. "Multi-period, multi-timescale stochastic optimization model for simultaneous capacity investment and energy management decisions for hybrid Micro-Grids with green hydrogen production under uncertainty," Renewable and Sustainable Energy Reviews, Elsevier, vol. 190(PA).
  2. Kumaran Kadirgama & Omar I. Awad & M. N. Mohammed & Hai Tao & Ali A. H. Karah Bash, 2023. "Sustainable Green Energy Management: Optimizing Scheduling of Multi-Energy Systems Considered Energy Cost and Emission Using Attractive Repulsive Shuffled Frog-Leaping," Sustainability, MDPI, vol. 15(14), pages 1-19, July.
  3. Ji, Zhengxiong & Tian, Jianyan & Liu, Shuwei & Yang, Lizhi & Dai, Yuanyuan & Banerjee, Amit, 2025. "Optimal scheduling of park-level integrated energy system considering multiple uncertainties: A comprehensive risk strategy-information gap decision theory method," Applied Energy, Elsevier, vol. 377(PD).
  4. Yang, Ting & Xu, Zheming & Ji, Shijie & Liu, Guoliang & Li, Xinhong & Kong, Haibo, 2025. "Cooperative optimal dispatch of multi-microgrids for low carbon economy based on personalized federated reinforcement learning," Applied Energy, Elsevier, vol. 378(PA).
  5. Ju, Liwei & Lu, Xiaolong & Yang, Shenbo & Li, Gen & Fan, Wei & Pan, Yushu & Qiao, Huiting, 2022. "A multi-time scale dispatching optimal model for rural biomass waste energy conversion system-based micro-energy grid considering multi-energy demand response," Applied Energy, Elsevier, vol. 327(C).
  6. Yu, Vincent F. & Le, Thi Huynh Anh & Gupta, Jatinder N.D., 2022. "Sustainable microgrid design with multiple demand areas and peer-to-peer energy trading involving seasonal factors and uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
  7. Gianluca Carraro & Enrico Dal Cin & Sergio Rech, 2024. "Integrating Energy Generation and Demand in the Design and Operation Optimization of Energy Communities," Energies, MDPI, vol. 17(24), pages 1-20, December.
  8. Han, Dongho & Heo, Seongmin, 2025. "End-effect mitigation in renewable energy systems with energy storage using value function approximation of terminal energy level," Applied Energy, Elsevier, vol. 401(PC).
  9. Yu, Vincent F. & Le, Thi Huynh Anh & Gupta, Jatinder N.D., 2025. "Sustainable microgrids design with uncertainties and blockchain-based peer-to-peer energy trading," Renewable and Sustainable Energy Reviews, Elsevier, vol. 216(C).
  10. Ju, Liwei & Liu, Li & Han, Yingzhu & Yang, Shenbo & Li, Gen & Lu, Xiaolong & Liu, Yi & Qiao, Huiting, 2023. "Robust Multi-objective optimal dispatching model for a novel island micro energy grid incorporating biomass waste energy conversion system, desalination and power-to-hydrogen devices," Applied Energy, Elsevier, vol. 343(C).
  11. Yang, Zhichun & Tian, Hao & Min, Huaidong & Yang, Fan & Hu, Wei & Su, Lei & SaeidNahaei, Sanam, 2023. "Optimal microgrid programming based on an energy storage system, price-based demand response, and distributed renewable energy resources," Utilities Policy, Elsevier, vol. 80(C).
  12. Kim, Sunwoo & Park, Joungho & Lee, Jay H., 2025. "Design and analysis of wind-based hydrogen production using rule-based operation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 212(C).
  13. Xing, Tong & Dehghanian, Payman & Yang, Dechang, 2025. "Optimal scheduling strategies for agricultural park integrated energy systems: An extensive review and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 221(C).
  14. Li, Ling-Ling & Ji, Bing-Xiang & Liu, Guan-Chen & Yuan, Jian-Ping & Tseng, Shuan-Wei & Lim, Ming K. & Tseng, Ming-Lang, 2024. "Grid-connected multi-microgrid system operational scheduling optimization: A hierarchical improved marine predators algorithm," Energy, Elsevier, vol. 294(C).
  15. Yu, Vincent F. & Le, Thi Huynh Anh & Gupta, Jatinder N.D., 2023. "Sustainable microgrid design with peer-to-peer energy trading involving government subsidies and uncertainties," Renewable Energy, Elsevier, vol. 206(C), pages 658-675.
  16. Zhang, Zhaoyi & Lin, Yifeng & Fan, Jianbin & Han, Zixi & Fan, Youping & Shu, Yinbiao, 2025. "Implicit-integral dynamic optimization based on spatial partitioning and temporal segmentation for the power jumps of renewable energy sources," Applied Energy, Elsevier, vol. 377(PA).
  17. Àlex Alonso-Travesset & Helena Martín & Sergio Coronas & Jordi de la Hoz, 2022. "Optimization Models under Uncertainty in Distributed Generation Systems: A Review," Energies, MDPI, vol. 15(5), pages 1-40, March.
  18. Woo, Young-Bin & Moon, Ilkyeong, 2025. "Bilevel optimization for multi-user systems with mixed demand response programs for enhanced operational efficiency in electric power grids," Applied Energy, Elsevier, vol. 399(C).
  19. Akulker, Handan & Aydin, Erdal, 2023. "Optimal design and operation of a multi-energy microgrid using mixed-integer nonlinear programming: Impact of carbon cap and trade system and taxing on equipment selections," Applied Energy, Elsevier, vol. 330(PA).
  20. Chapaloglou, Spyridon & Varagnolo, Damiano & Marra, Francesco & Tedeschi, Elisabetta, 2022. "Data-driven energy management of isolated power systems under rapidly varying operating conditions," Applied Energy, Elsevier, vol. 314(C).
  21. Abunima, Hamza & Park, Woan-Ho & Glick, Mark B. & Kim, Yun-Su, 2022. "Two-Stage stochastic optimization for operating a Renewable-Based Microgrid," Applied Energy, Elsevier, vol. 325(C).
  22. Sun, Qie & Fu, Yu & Lin, Haiyang & Wennersten, Ronald, 2022. "A novel integrated stochastic programming-information gap decision theory (IGDT) approach for optimization of integrated energy systems (IESs) with multiple uncertainties," Applied Energy, Elsevier, vol. 314(C).
  23. Rezaei, Navid & Pezhmani, Yasin & Khazali, Amirhossein, 2022. "Economic-environmental risk-averse optimal heat and power energy management of a grid-connected multi microgrid system considering demand response and bidding strategy," Energy, Elsevier, vol. 240(C).
  24. Macmillan, Madeline & Zolan, Alexander & Bazilian, Morgan & Villa, Daniel L., 2024. "Microgrid design and multi-year dispatch optimization under climate-informed load and renewable resource uncertainty," Applied Energy, Elsevier, vol. 368(C).
  25. Ren, Haoshan & Ma, Zhenjun & Ming Lun Fong, Alan & Sun, Yongjun, 2022. "Optimal deployment of distributed rooftop photovoltaic systems and batteries for achieving net-zero energy of electric bus transportation in high-density cities," Applied Energy, Elsevier, vol. 319(C).
  26. Epameinondas K. Koumaniotis & Dimitra G. Kyriakou & Fotios D. Kanellos, 2025. "Optimal and Sustainable Operation of Energy Communities Organized in Interconnected Microgrids," Energies, MDPI, vol. 18(8), pages 1-23, April.
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