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Flexibility evaluation of wind-PV-hydro multi-energy complementary base considering the compensation ability of cascade hydropower stations

Citations

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Cited by:

  1. Tan, Qinliang & Han, Jian & Liu, Yuan, 2023. "Examining the synergistic diffusion process of carbon capture and renewable energy generation technologies under market environment: A multi-agent simulation analysis," Energy, Elsevier, vol. 282(C).
  2. Liu, Benxi & Liu, Tengyuan & Liao, Shengli & Lu, Jia & Cheng, Chuntian, 2023. "Short-term coordinated hybrid hydro-wind-solar optimal scheduling model considering multistage section restrictions," Renewable Energy, Elsevier, vol. 217(C).
  3. Li, Gen & Luo, Zhiyuan & Liao, Chaohao, 2025. "Power capacity optimization and long-term planning for a multi-energy complementary base towards carbon neutrality," Energy, Elsevier, vol. 334(C).
  4. Lai, Chunyang & Kazemtabrizi, Behzad, 2025. "A novel two-stage framework to improve the flexibility of grid connected wind-hydro power system in real-time operation," Applied Energy, Elsevier, vol. 396(C).
  5. Jing, Zhiqiang & Wang, Yimin & Chang, Jianxia & Wang, Xuebin & Zhou, Yong & Li, Liang & Tian, Yuyu, 2024. "Benefit compensation of hydropower-wind-photovoltaic complementary operation in the large clean energy base," Applied Energy, Elsevier, vol. 354(PA).
  6. Peng, Zhiwen & Guo, Aijun & Chang, Jianxia & Wang, Yimin & Wang, Xuebin & Zhang, Junhao, 2025. "Cluster-type open-loop pumped storage power stations with hydraulic connections exacerbate water level fluctuations of conventional hydropower stations and alter hydropower flexibility," Energy, Elsevier, vol. 334(C).
  7. Guo, Yi & Ming, Bo & Huang, Qiang & Liu, Pan & Wang, Yimin & Fang, Wei & Zhang, Wei, 2022. "Evaluating effects of battery storage on day-ahead generation scheduling of large hydro–wind–photovoltaic complementary systems," Applied Energy, Elsevier, vol. 324(C).
  8. He, Mengjiao & Han, Shuo & Chen, Diyi & Zhao, Ziwen & Jurasz, Jakub & Mahmud, Md Apel & Liu, Pan & Deng, Mingjiang, 2024. "Optimizing cascade Hydropower-VRE hybrid systems: A novel approach addressing whole-process vibration to enhance operational safety," Energy, Elsevier, vol. 304(C).
  9. Wang, Jin & Zhao, Zhipeng & Zhou, Jinglin & Cheng, Chuntian & Su, Huaying, 2024. "Co-optimization for day-ahead scheduling and flexibility response mode of a hydro–wind–solar hybrid system considering forecast uncertainty of variable renewable energy," Energy, Elsevier, vol. 311(C).
  10. Yi Lin & Wei Lin & Wei Wu & Zhenshan Zhu, 2023. "Optimal Scheduling of Power Systems with High Proportions of Renewable Energy Accounting for Operational Flexibility," Energies, MDPI, vol. 16(14), pages 1-18, July.
  11. Yanpin Li & Huiliang Wang & Zichao Zhang & Huawei Li & Xiaoli Wang & Qifan Zhang & Tong Zhou & Peng Zhang & Fengxiang Chang, 2023. "Optimal Scheduling of the Wind-Photovoltaic-Energy Storage Multi-Energy Complementary System Considering Battery Service Life," Energies, MDPI, vol. 16(13), pages 1-17, June.
  12. Tian, Yuyu & Chang, Jianxia & Wang, Yimin & Wang, Xuebin & Zhao, Mingzhe & Meng, Xuejiao & Guo, Aijun, 2022. "A method of short-term risk and economic dispatch of the hydro-thermal-wind-PV hybrid system considering spinning reserve requirements," Applied Energy, Elsevier, vol. 328(C).
  13. Jing, Zhiqiang & Wang, Yimin & Chang, Jianxia & Wang, Xuebin & Guo, Aijun & Meng, Xuejiao, 2025. "Hydro-wind-PV-storage complementary operation based on a multivariate 3D power generation database considering comprehensive utilization tasks of cascade hydropower stations in the river basin," Energy, Elsevier, vol. 322(C).
  14. Daohong Wei & Chunpeng Feng & Dong Liu, 2025. "Research on Economic Operation of Cascade Small Hydropower Stations Within Plants Based on Refined Efficiency Models," Energies, MDPI, vol. 18(4), pages 1-18, February.
  15. Huo, Zhishuo & Zhang, Juntao & Cheng, Chuntian & Cao, Hui & Yang, Yuqi, 2025. "A synergistic model framework for identifying variable renewable energy integration capacity and deployment sites for hydro-wind-PV integrated energy bases," Energy, Elsevier, vol. 314(C).
  16. Feng, Zhong-kai & Huang, Qing-qing & Niu, Wen-jing & Su, Hua-ying & Li, Shu-shan & Wu, Hui-jun & Wang, Jia-yang, 2024. "Peak operation optimization of cascade hydropower reservoirs and solar power plants considering output forecasting uncertainty," Applied Energy, Elsevier, vol. 358(C).
  17. Li, Junhui & Yu, Zhenbo & Mu, Gang & Li, Baoju & Zhou, Jiaxu & Yan, Gangui & Zhu, Xingxu & Li, Cuiping, 2024. "An assessment methodology for the flexibility capacity of new power system based on two-stage robust optimization," Applied Energy, Elsevier, vol. 376(PB).
  18. Wang, Zhenni & Tan, Qiaofeng & Wen, Xin & Su, Huaying & Fang, Guohua & Wang, Hao, 2025. "Capacity optimization of retrofitting cascade hydropower plants with pumping stations for renewable energy integration: A case study," Applied Energy, Elsevier, vol. 377(PC).
  19. Zhang, Junhao & Guo, Aijun & Wang, Yimin & Chang, Jianxia & Wang, Xuebin & Wang, Zhen & Tian, Yuyu & Jing, Zhiqiang & Peng, Zhiwen, 2024. "How to achieve optimal photovoltaic plant capacity in hydro-photovoltaic complementary systems: Fully coupling long-term and short-term operational modes of cascade hydropower plants," Energy, Elsevier, vol. 313(C).
  20. Lei, Kaixuan & Chang, Jianxia & Wang, Xuebin & Guo, Aijun & Wang, Yimin & Ren, Chengqing, 2023. "Peak shaving and short-term economic operation of hydro-wind-PV hybrid system considering the uncertainty of wind and PV power," Renewable Energy, Elsevier, vol. 215(C).
  21. Zhao, Zhipeng & Wang, Qibao & Cheng, Chuntian & Kang, Yongxi, 2025. "A scenario-based multi-agent reinforcement learning approach for efficient solving to long-term optimization of cascade hydropower reservoirs," Energy, Elsevier, vol. 340(C).
  22. Wang, Xinying & Jiang, Zhiqiang & Liu, Yi & Yu, Shan & Wu, Wenxiong & Lu, Qiang & Lu, Jia, 2025. "Short-term scheduling strategy of hydro-photovoltaic complementary system under high water level and limited storage conditions of cascade reservoirs in Kashgar," Energy, Elsevier, vol. 334(C).
  23. Fan Liu & Wentao Huang & Jingjing Ma & Jun He & Can Lv & Yukun Yang, 2025. "Optimal Economic Dispatch Strategy for Cascade Hydropower Stations Considering Electric Energy and Peak Regulation Markets," Energies, MDPI, vol. 18(7), pages 1-23, April.
  24. Han, Shuo & He, Mengjiao & Zhao, Ziwen & Chen, Diyi & Xu, Beibei & Jurasz, Jakub & Liu, Fusheng & Zheng, Hongxi, 2023. "Overcoming the uncertainty and volatility of wind power: Day-ahead scheduling of hydro-wind hybrid power generation system by coordinating power regulation and frequency response flexibility," Applied Energy, Elsevier, vol. 333(C).
  25. Guo, Yi & Ming, Bo & Huang, Qiang & Jiang, Jianhua & Yu, Miao & San, Meiying & Cheng, Long & Jia, Rong, 2025. "Evaluating the flexibility supply and demand reliability of hydro–wind–PV–battery complementary systems under different consumption modes," Applied Energy, Elsevier, vol. 379(C).
  26. Huang, Mengdi & Chang, Jianxia & Guo, Aijun & Zhao, Mingzhe & Ye, Xiangmin & Lei, Kaixuan & Peng, Zhiwen & Wang, Yimin, 2023. "Cascade hydropower stations optimal dispatch considering flexible margin in renewable energy power system," Energy, Elsevier, vol. 285(C).
  27. Qi, Dong & Kang, Jia & Liu, Jinshi & Chen, Shijun & Chen, Wenlong & Xie, Guo & Wang, Wenquan, 2026. "Layout optimization of mountain PV involving hydro-PV hybrid system and site selection," Renewable Energy, Elsevier, vol. 256(PB).
  28. Qiao, Liang & Tan, Qiaofeng & Wen, Xin & Wang, Zhenni, 2026. "Complementary scheduling of hydro-wind-PV-storage systems: Addressing flexibility demand for high-penetration variable renewable energy integration," Renewable Energy, Elsevier, vol. 257(C).
  29. Sun, Jianyang & Su, Chengguo & Song, Jingchao & Yao, Chenchen & Ren, Zaimin & Sui, Quan, 2025. "Capacity planning for large-scale wind-photovoltaic-pumped hydro storage energy bases based on ultra-high voltage direct current power transmission," Energy, Elsevier, vol. 320(C).
  30. Han, Shuo & Yuan, Yifan & He, Mengjiao & Zhao, Ziwen & Xu, Beibei & Chen, Diyi & Jurasz, Jakub, 2024. "A novel day-ahead scheduling model to unlock hydropower flexibility limited by vibration zones in hydropower-variable renewable energy hybrid system," Applied Energy, Elsevier, vol. 356(C).
  31. Wang, Jin & Zhao, Zhipeng & Zhou, Jinglin & Cheng, Chuntian & Su, Huaying, 2024. "Developing operating rules for a hydro–wind–solar hybrid system considering peak-shaving demands," Applied Energy, Elsevier, vol. 360(C).
  32. Huang, Nantian & Zhao, Xuanyuan & Guo, Yu & Cai, Guowei & Wang, Rijun, 2023. "Distribution network expansion planning considering a distributed hydrogen-thermal storage system based on photovoltaic development of the Whole County of China," Energy, Elsevier, vol. 278(C).
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