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Towards next generation virtual power plant: Technology review and frameworks

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  1. Lin, Mohan & Liu, Jia & Tang, Zao & Zhou, Yue & Jiang, Biao & Zeng, Pingliang & Zhou, Xinghua, 2025. "Coordinated DSO-VPP operation framework with energy and reserve integrated from shared energy storage: A mixed game method," Applied Energy, Elsevier, vol. 379(C).
  2. Lin, Chengrong & Hu, Bo & Tai, Heng-Ming & Shao, Changzheng & Xie, Kaigui & Wang, Yu, 2024. "Performance optimization of VPP in fast frequency control ancillary service provision," Applied Energy, Elsevier, vol. 376(PB).
  3. Yan, Xingyu & Gao, Ciwei & Francois, Bruno, 2025. "Multi-objective optimization of a virtual power plant with mobile energy storage for a multi-stakeholders energy community," Applied Energy, Elsevier, vol. 386(C).
  4. Mariusz Niekurzak, 2021. "The Potential of Using Renewable Energy Sources in Poland Taking into Account the Economic and Ecological Conditions," Energies, MDPI, vol. 14(22), pages 1-17, November.
  5. Chen, Juanwei & Yan, Jun & Kemmeugne, Anthony & Kassouf, Marthe & Debbabi, Mourad, 2025. "Cybersecurity of distributed energy resource systems in the smart grid: A survey," Applied Energy, Elsevier, vol. 383(C).
  6. Xiong, Chang & Su, Yixin & Wang, Hao & Dong, Zhengcheng & Tian, Meng & Shi, Binghua, 2024. "Consensus-based decentralized scheduling method for collaborative operation in seaport virtual power plant," Applied Energy, Elsevier, vol. 373(C).
  7. Fusco, Andrea & Gioffrè, Domenico & Francesco Castelli, Alessandro & Bovo, Cristian & Martelli, Emanuele, 2023. "A multi-stage stochastic programming model for the unit commitment of conventional and virtual power plants bidding in the day-ahead and ancillary services markets," Applied Energy, Elsevier, vol. 336(C).
  8. Agus Setiawan & Fauzan Hanif Jufri & Fatih Dzulfiqar & Muhammad Gillfran Samual & Zainal Arifin & Fahmi Firdaus Angkasa & Dwi Riana Aryani & Iwa Garniwa & Budi Sudiarto, 2024. "Opportunity Assessment of Virtual Power Plant Implementation for Sustainable Renewable Energy Development in Indonesia Power System Network," Sustainability, MDPI, vol. 16(5), pages 1-18, February.
  9. Gao, Hongchao & Jin, Tai & Feng, Cheng & Li, Chuyi & Chen, Qixin & Kang, Chongqing, 2024. "Review of virtual power plant operations: Resource coordination and multidimensional interaction," Applied Energy, Elsevier, vol. 357(C).
  10. Wang, Xuejie & zhao, Huiru & Lu, Hao & Zhang, Yuanyuan & Wang, Yuwei & Wang, Jingbo, 2022. "Decentralized coordinated operation model of VPP and P2H systems based on stochastic-bargaining game considering multiple uncertainties and carbon cost," Applied Energy, Elsevier, vol. 312(C).
  11. Zheng, Zixuan & Li, Jie & Liu, Xiaoming & Huang, Chunjun & Hu, Wenxi & Xiao, Xianyong & Zhang, Shu & Zhou, Yongjun & Yue, Song & Zong, Yi, 2025. "A De-aggregation strategy based optimal co-scheduling of heterogeneous flexible resources in virtual power plant," Applied Energy, Elsevier, vol. 383(C).
  12. Bianca Goia & Tudor Cioara & Ionut Anghel, 2022. "Virtual Power Plant Optimization in Smart Grids: A Narrative Review," Future Internet, MDPI, vol. 14(5), pages 1-22, April.
  13. Tingyi Chai & Chang Liu & Yichuan Xu & Mengru Ding & Muyao Li & Hanyu Yang & Xun Dou, 2024. "Optimal Dispatching Strategy for Textile-Based Virtual Power Plants Participating in GridLoad Interactions Driven by Energy Price," Energies, MDPI, vol. 17(20), pages 1-20, October.
  14. Sun, Lingling & Li, Haibin & Jia, Qingquan & Zhang, Gong, 2024. "Optimization method of dynamic reconfiguration in virtual power plants," Renewable Energy, Elsevier, vol. 228(C).
  15. Zeng, Yu & Wei, Xuan & Yao, Yuan & Xu, Yinliang & Sun, Hongbin & Kin Victor Chan, Wai & Feng, Wei, 2023. "Determining the pricing and deployment strategy for virtual power plants of peer-to-peer prosumers: A game-theoretic approach," Applied Energy, Elsevier, vol. 345(C).
  16. Francesco Gulotta & Edoardo Daccò & Alessandro Bosisio & Davide Falabretti, 2023. "Opening of Ancillary Service Markets to Distributed Energy Resources: A Review," Energies, MDPI, vol. 16(6), pages 1-25, March.
  17. Ewelina Kochanek, 2021. "Evaluation of Energy Transition Scenarios in Poland," Energies, MDPI, vol. 14(19), pages 1-13, September.
  18. Ebrahimi, Mahoor & Ebrahimi, Mahan & Shafie-khah, Miadreza & Laaksonen, Hannu, 2024. "EV-observing distribution system management considering strategic VPPs and active & reactive power markets," Applied Energy, Elsevier, vol. 364(C).
  19. Zhang, Mingze & Li, Weidong & Yu, Samson S. & Li, Haomin & Lv, Yanling & Shen, Jiakai, 2025. "A day-ahead self-dispatch optimization framework for load-side virtual control units participating in active power regulation of power grids," Energy, Elsevier, vol. 318(C).
  20. Xie, Haonan & Ahmad, Tanveer & Zhang, Dongdong & Goh, Hui Hwang & Wu, Thomas, 2024. "Community-based virtual power plants’ technology and circular economy models in the energy sector: A Techno-economy study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
  21. Kong, Xiangyu & Wang, Zhengtao & Liu, Chao & Zhang, Delong & Gao, Hongchao, 2023. "Refined peak shaving potential assessment and differentiated decision-making method for user load in virtual power plants," Applied Energy, Elsevier, vol. 334(C).
  22. Chen, Lin & Tang, Zhiyuan & He, Shuaijia & Liu, Junyong, 2024. "Feasible operation region estimation of virtual power plant considering heterogeneity and uncertainty of distributed energy resources," Applied Energy, Elsevier, vol. 362(C).
  23. Azim, M. Imran & Tushar, Wayes & Saha, Tapan K. & Yuen, Chau & Smith, David, 2022. "Peer-to-peer kilowatt and negawatt trading: A review of challenges and recent advances in distribution networks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
  24. Hussain, Shahid & Teni, Abhishek Prasad & Hussain, Ihtisham & Hussain, Zakir & Pallonetto, Fabiano & Eichman, Josh & Irshad, Reyazur Rashid & Alwayle, Ibrahim M. & Alharby, Maher & Hussain, Md Asdaque, 2024. "Enhancing electric vehicle charging efficiency at the aggregator level: A deep-weighted ensemble model for wholesale electricity price forecasting," Energy, Elsevier, vol. 308(C).
  25. Brucke, Karoline & Schlüters, Sunke & Hanke, Benedikt & Agert, Carsten & von Maydell, Karsten, 2025. "System friendliness of distributed resources in sustainable energy systems," Applied Energy, Elsevier, vol. 377(PC).
  26. Zhao, Kaifang & Qiu, Kai & Yan, Jian & Shaker, Mir Pasha, 2023. "Technical and economic operation of VPPs based on competitive bi–level negotiations," Energy, Elsevier, vol. 282(C).
  27. Lau, Jat-Syu & Jiang, Yihuo & Li, Ziyuan & Qian, Qian, 2023. "Stochastic trading of storage systems in short term electricity markets considering intraday demand response market," Energy, Elsevier, vol. 280(C).
  28. Li, Yiran & Chang, Weiguang & Yang, Qiang, 2025. "Deep reinforcement learning based hierarchical energy management for virtual power plant with aggregated multiple heterogeneous microgrids," Applied Energy, Elsevier, vol. 382(C).
  29. Kaiss, Mateus & Wan, Yihao & Gebbran, Daniel & Vila, Clodomiro Unsihuay & Dragičević, Tomislav, 2025. "Review on Virtual Power Plants/Virtual Aggregators: Concepts, applications, prospects and operation strategies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 211(C).
  30. Amalu, Emeka H. & Short, Michael & Chong, Perk Lin & Hughes, David J. & Adebayo, David S. & Tchuenbou-Magaia, Fideline & Lähde, Petri & Kukka, Marko & Polyzou, Olympia & Oikonomou, Theoni I. & Karytsa, 2023. "Critical skills needs and challenges for STEM/STEAM graduates increased employability and entrepreneurship in the solar energy sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
  31. Dong, Zeyuan & Zhang, Zhao & Huang, Minghui & Yang, Shaorong & Zhu, Jun & Zhang, Meng & Chen, Dongjiu, 2024. "Research on day-ahead optimal dispatching of virtual power plants considering the coordinated operation of diverse flexible loads and new energy," Energy, Elsevier, vol. 297(C).
  32. Esfahani, Moein & Alizadeh, Ali & Amjady, Nima & Kamwa, Innocent, 2024. "A distributed VPP-integrated co-optimization framework for energy scheduling, frequency regulation, and voltage support using data-driven distributionally robust optimization with Wasserstein metric," Applied Energy, Elsevier, vol. 361(C).
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