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Holistic planning framework for multi-energy microgrids: A multi-objective perspective on system optimization

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  • Punyam Rajendran, Sai Sasidhar
  • Gebremedhin, Alemayehu

Abstract

Multi-energy microgrids provide a sustainable and efficient solution for meeting energy demand across sectors. However, determining the optimal capacities of distributed energy resources (DERs) is challenging due to renewable generation variability and the intricate coupling of energy systems. This study developed a multi-objective planning framework to balance system costs, renewable energy integration, and curtailment reduction in cold-climate regions like Norway. The optimization problem is solved using the Non-Dominated Sorting Genetic Algorithm-II (NSGA-II) and Technique for Order of Preference by Similarity to the Ideal Solution (TOPSIS), which enables decision-makers to select the best configuration based on predefined criteria.

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  • Punyam Rajendran, Sai Sasidhar & Gebremedhin, Alemayehu, 2025. "Holistic planning framework for multi-energy microgrids: A multi-objective perspective on system optimization," Applied Energy, Elsevier, vol. 392(C).
    • Handle: RePEc:eee:appene:v:392:y:2025:i:c:s030626192500683x
    DOI: 10.1016/j.apenergy.2025.125953
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    1. Hammam, Ahmed H. & Nayel, Mohamed A. & Mohamed, Mansour A., 2024. "Optimal design of sizing and allocations for highway electric vehicle charging stations based on a PV system," Applied Energy, Elsevier, vol. 376(PB).
    2. Sahoo, Buddhadeva & Samantaray, Subhransu Ranjan & Rout, Pravat Kumar, 2024. "Enhanced supervisory control scheme for hybrid microgrid operation with virtual power plants," Applied Energy, Elsevier, vol. 372(C).
    3. Feng, Wei & Jin, Ming & Liu, Xu & Bao, Yi & Marnay, Chris & Yao, Cheng & Yu, Jiancheng, 2018. "A review of microgrid development in the United States – A decade of progress on policies, demonstrations, controls, and software tools," Applied Energy, Elsevier, vol. 228(C), pages 1656-1668.
    4. Mughees, Neelam & Jaffery, Mujtaba Hussain & Mughees, Anam & Ansari, Ejaz Ahmad & Mughees, Abdullah, 2023. "Reinforcement learning-based composite differential evolution for integrated demand response scheme in industrial microgrids," Applied Energy, Elsevier, vol. 342(C).
    5. Zidan, Aboelsood & Gabbar, Hossam A. & Eldessouky, Ahmed, 2015. "Optimal planning of combined heat and power systems within microgrids," Energy, Elsevier, vol. 93(P1), pages 235-244.
    6. Fan, Guangyao & Yu, Binbin & Sun, Bo & Li, Fan, 2024. "Multi-time-space scale optimization for a hydrogen-based regional multi-energy system," Applied Energy, Elsevier, vol. 371(C).
    7. Zhi, Yuan & Yang, Xudong, 2023. "Scenario-based multi-objective optimization strategy for rural PV-battery systems," Applied Energy, Elsevier, vol. 345(C).
    8. Ridha, Hussein Mohammed & Gomes, Chandima & Hizam, Hashim & Ahmadipour, Masoud & Heidari, Ali Asghar & Chen, Huiling, 2021. "Multi-objective optimization and multi-criteria decision-making methods for optimal design of standalone photovoltaic system: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    9. Li, Zichen & Xia, Yanghong & Bo, Yaolong & Wei, Wei, 2024. "Optimal planning for electricity-hydrogen integrated energy system considering multiple timescale operations and representative time-period selection," Applied Energy, Elsevier, vol. 362(C).
    10. Wei, Jingdong & Zhang, Yao & Wang, Jianxue & Cao, Xiaoyu & Khan, Muhammad Armoghan, 2020. "Multi-period planning of multi-energy microgrid with multi-type uncertainties using chance constrained information gap decision method," Applied Energy, Elsevier, vol. 260(C).
    11. Kumar, Abhishek & Sah, Bikash & Singh, Arvind R. & Deng, Yan & He, Xiangning & Kumar, Praveen & Bansal, R.C., 2017. "A review of multi criteria decision making (MCDM) towards sustainable renewable energy development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 596-609.
    12. Wang, Yunqi & Wang, Hao & Razzaghi, Reza & Jalili, Mahdi & Liebman, Ariel, 2024. "Multi-objective coordinated EV charging strategy in distribution networks using an improved augmented epsilon-constrained method," Applied Energy, Elsevier, vol. 369(C).
    13. Yang, Dongfeng & Jiang, Chao & Cai, Guowei & Yang, Deyou & Liu, Xiaojun, 2020. "Interval method based optimal planning of multi-energy microgrid with uncertain renewable generation and demand," Applied Energy, Elsevier, vol. 277(C).
    14. Xu, Xian-Feng & Wang, Ke & Ma, Wen-Hao & Wu, Chun-Ling & Huang, Xin-Rong & Ma, Zhi-Xiong & Li, Zhi-Han, 2024. "Multi-objective particle swarm optimization algorithm based on multi-strategy improvement for hybrid energy storage optimization configuration," Renewable Energy, Elsevier, vol. 223(C).
    15. Maël Riou & Florian Dupriez-Robin & Dominique Grondin & Christophe Le Loup & Michel Benne & Quoc T. Tran, 2021. "Multi-Objective Optimization of Autonomous Microgrids with Reliability Consideration," Energies, MDPI, vol. 14(15), pages 1-20, July.
    16. Lin, Yuanxiong & Anser, Muhammad Khalid & Peng, Michael Yao-Ping & Irfan, Muhammad, 2023. "Assessment of renewable energy, financial growth and in accomplishing targets of China's cities carbon neutrality," Renewable Energy, Elsevier, vol. 205(C), pages 1082-1091.
    17. Jia, Wenhao & Ding, Tao & Yuan, Yi & Mu, Chenggang & Zhang, Hongji & Wang, Shunqi & He, Yuankang & Sun, Xiaoqiang, 2025. "Decentralized distributionally robust chance-constrained operation of integrated electricity and hydrogen transportation networks," Applied Energy, Elsevier, vol. 377(PA).
    18. Sasidhar, Punyam Rajendran Sai & Gebremedhin, Alemayehu & Norheim, Ian, 2025. "Multi-energy microgrid design and the role of coupling components—A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 216(C).
    19. Montazerinejad, H. & Eicker, U., 2022. "Recent development of heat and power generation using renewable fuels: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
    20. Song, Hui & Gu, Mingchen & Liu, Chen & Amani, Ali Moradi & Jalili, Mahdi & Meegahapola, Lasantha & Yu, Xinghuo & Dickeson, George, 2023. "Multi-objective battery energy storage optimization for virtual power plant applications," Applied Energy, Elsevier, vol. 352(C).
    21. Haas, Reinhard & Panzer, Christian & Resch, Gustav & Ragwitz, Mario & Reece, Gemma & Held, Anne, 2011. "A historical review of promotion strategies for electricity from renewable energy sources in EU countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(2), pages 1003-1034, February.
    22. Zhang, Rufeng & Chen, Yan & Li, Zhengmao & Jiang, Tao & Li, Xue, 2024. "Two-stage robust operation of electricity-gas-heat integrated multi-energy microgrids considering heterogeneous uncertainties," Applied Energy, Elsevier, vol. 371(C).
    23. Lorestani, Alireza & Gharehpetian, G.B. & Nazari, Mohammad Hassan, 2019. "Optimal sizing and techno-economic analysis of energy- and cost-efficient standalone multi-carrier microgrid," Energy, Elsevier, vol. 178(C), pages 751-764.
    24. Orsi, Francesco & Muratori, Matteo & Rocco, Matteo & Colombo, Emanuela & Rizzoni, Giorgio, 2016. "A multi-dimensional well-to-wheels analysis of passenger vehicles in different regions: Primary energy consumption, CO2 emissions, and economic cost," Applied Energy, Elsevier, vol. 169(C), pages 197-209.
    25. Aguilar, Diego & Quinones, Jhon J. & Pineda, Luis R. & Ostanek, Jason & Castillo, Luciano, 2024. "Optimal scheduling of renewable energy microgrids: A robust multi-objective approach with machine learning-based probabilistic forecasting," Applied Energy, Elsevier, vol. 369(C).
    26. Cullen, Jonathan M. & Allwood, Julian M., 2010. "The efficient use of energy: Tracing the global flow of energy from fuel to service," Energy Policy, Elsevier, vol. 38(1), pages 75-81, January.
    27. Ren, Haoshan & Gao, Dian-ce & Ma, Zhenjun & Zhang, Sheng & Sun, Yongjun, 2024. "Data-driven surrogate optimization for deploying heterogeneous multi-energy storage to improve demand response performance at building cluster level," Applied Energy, Elsevier, vol. 356(C).
    28. Razeghi, Ghazal & Gu, Fei & Neal, Russell & Samuelsen, Scott, 2018. "A generic microgrid controller: Concept, testing, and insights," Applied Energy, Elsevier, vol. 229(C), pages 660-671.
    29. Chen, Xi & Liu, Zhongbing & Wang, Pengcheng & Li, Benjia & Liu, Ruimiao & Zhang, Ling & Zhao, Chengliang & Luo, Songqin, 2023. "Multi-objective optimization of battery capacity of grid-connected PV-BESS system in hybrid building energy sharing community considering time-of-use tariff," Applied Energy, Elsevier, vol. 350(C).
    30. Liu, Zifa & Chen, Yixiao & Zhuo, Ranqun & Jia, Hongjie, 2018. "Energy storage capacity optimization for autonomy microgrid considering CHP and EV scheduling," Applied Energy, Elsevier, vol. 210(C), pages 1113-1125.
    31. Rämä, Miika & Leurent, Martin & Devezeaux de Lavergne, Jean-Guy, 2020. "Flexible nuclear co-generation plant combined with district heating and a large-scale heat storage," Energy, Elsevier, vol. 193(C).
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