Long-term stochastic model predictive control and efficiency assessment for hydro-wind-solar renewable energy supply system

Citations

Cited by:

1. Jin, Xiaoyu & Cheng, Chuntian & Cai, Shubing & Yan, Lingzhi & Zhao, Zhipeng, 2025. "Using stochastic dual dynamic programming to design long-term operation policy of hydro-wind-solar energy systems considering multiple coupled uncertainties and end-of-year carryover storage," Applied Energy, Elsevier, vol. 393(C).
2. Zhao, Hongye & Liao, Shengli & Liu, Benxi & Fang, Zhou & Wang, Huan & Cheng, Chuntian & Zhao, Jin, 2025. "Multiagent optimization for short-term generation scheduling in hydropower-dominated hydro-wind-solar supply systems with spatiotemporal coupling constraints," Applied Energy, Elsevier, vol. 382(C).
3. 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).
4. Wang, Zizhao & Li, Yang & Wu, Feng & Wu, Jiawei & Shi, Linjun & Lin, Keman, 2024. "Multi-objective day-ahead scheduling of cascade hydropower-photovoltaic complementary system with pumping installation," Energy, Elsevier, vol. 290(C).
5. Koh, Rachel & Kern, Jordan & Galelli, Stefano, 2022. "Hard-coupling water and power system models increases the complementarity of renewable energy sources," Applied Energy, Elsevier, vol. 321(C).
6. Xu, Jie & Lv, Tao & Hou, Xiaoran & Deng, Xu & Li, Na & Liu, Feng, 2022. "Spatiotemporal characteristics and influencing factors of renewable energy production in China: A spatial econometric analysis," Energy Economics, Elsevier, vol. 116(C).
7. Gong, Yu & Liu, Tingxi & Liu, Pan & Duan, Limin, 2024. "Deriving joint operating rule curves for hydro–hydrogen–wind–photovoltaic hybrid power systems," Applied Energy, Elsevier, vol. 375(C).
8. Peng, Wang & Jiang, Zhiqiang & Xu, Yichao & Zhao, Zenghai & Zhu, Fangliang & Gao, Jie & Lu, Peng, 2025. "Medium to long-term optimization model and scheduling strategy for cascade hydropower plants under high penetration of variable renewable energy," Renewable Energy, Elsevier, vol. 254(C).
9. Ju, Chang & Ding, Tao & Jia, Wenhao & Mu, Chenggang & Zhang, Hongji & Sun, Yuge, 2023. "Two-stage robust unit commitment with the cascade hydropower stations retrofitted with pump stations," Applied Energy, Elsevier, vol. 334(C).
10. Cheng, Qian & Liu, Pan & Feng, Maoyuan & Cheng, Lei & Ming, Bo & Xie, Kang & Yang, Zhikai & Zhang, Xiaojing & Zheng, Yalian & Ye, Hao, 2025. "Leveraging a deep learning model to improve mid- and long-term operations of hydro-wind-photovoltaic complementary systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 222(C).
11. 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).
12. Li, Daimeng & Xu, Jiahe & Ma, Ruifei & Zhang, Xuan & Wu, Qiuwei, 2025. "A pathway design framework for rational low-carbon policies based on model predictive control," Applied Energy, Elsevier, vol. 396(C).
13. Yuanyuan Liu & Hao Zhang & Pengcheng Guo & Chenxi Li & Shuai Wu, 2024. "Optimal Scheduling of a Cascade Hydropower Energy Storage System for Solar and Wind Energy Accommodation," Energies, MDPI, vol. 17(11), pages 1-23, June.
14. Ma, Chao & Xu, Ximeng & Pang, Xiulan & Li, Xiaofeng & Zhang, Pengfei & Liu, Lu, 2024. "Scenario-based ultra-short-term rolling optimal operation of a photovoltaic-energy storage system under forecast uncertainty," Applied Energy, Elsevier, vol. 356(C).
15. 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).
16. Lu, Na & Wang, Guangyan & Su, Chengguo & Ren, Zaimin & Peng, Xiaoyue & Sui, Quan, 2024. "Medium- and long-term interval optimal scheduling of cascade hydropower-photovoltaic complementary systems considering multiple uncertainties," Applied Energy, Elsevier, vol. 353(PA).
17. Jiang, Jianhua & Ming, Bo & Liu, Pan & Huang, Qiang & Guo, Yi & Chang, Jianxia & Zhang, Wei, 2023. "Refining long-term operation of large hydro–photovoltaic–wind hybrid systems by nesting response functions," Renewable Energy, Elsevier, vol. 204(C), pages 359-371.
18. Hasan Huseyin Coban, 2023. "Hydropower Planning in Combination with Batteries and Solar Energy," Sustainability, MDPI, vol. 15(13), pages 1-21, June.
19. Li, Yanting & Peng, Xinghao & Zhang, Yu, 2022. "Forecasting methods for wind power scenarios of multiple wind farms based on spatio-temporal dependency structure," Renewable Energy, Elsevier, vol. 201(P1), pages 950-960.
20. Liu, Xinglei & Liu, Jun & Liu, Jiacheng & Yang, Yin, 2024. "Multi-period optimal capacity expansion planning scheme of regional integrated energy systems considering multi-time scale uncertainty and generation low-carbon retrofit," Renewable Energy, Elsevier, vol. 231(C).
21. 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).
22. Cheng, Qian & Liu, Pan & Ming, Bo & Yang, Zhikai & Cheng, Lei & Liu, Zheyuan & Huang, Kangdi & Xu, Weifeng & Gong, Lanqiang, 2024. "Synchronizing short-, mid-, and long-term operations of hydro-wind-photovoltaic complementary systems," Energy, Elsevier, vol. 305(C).
23. Jin, Xiaoyu & Liu, Benxi & Liao, Shengli & Cheng, Chuntian & Jurasz, Jakub & Zhang, Yi & Lu, Jia, 2023. "Exploring the transition role of cascade hydropower in 100% decarbonized energy systems," Energy, Elsevier, vol. 279(C).
24. Alrbai, Mohammad & Al-Ghussain, Loiy & Al-Dahidi, Sameer & Ayadi, Osama & Al-naser, Sahban, 2025. "Techno-economic assessment of residential PV system tariff policies in Jordan," Utilities Policy, Elsevier, vol. 93(C).
25. Lai, Chunyang & Kazemtabrizi, Behzad, 2024. "A novel data-driven tighten-constraint method for wind-hydro hybrid power system to improve day-ahead plan performance in real-time operation," Applied Energy, Elsevier, vol. 371(C).
26. 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).
27. Yang, Zhikai & Liu, Pan & Xia, Qian & Li, He & Cheng, Qian & Cheng, Lei, 2024. "Operating rules for hydro-photovoltaic systems: A variance-based sensitivity analysis," Applied Energy, Elsevier, vol. 372(C).
28. Cheng, Qian & Liu, Pan & Feng, Maoyuan & Cheng, Lei & Ming, Bo & Luo, Xinran & Liu, Weibo & Xu, Weifeng & Huang, Kangdi & Xia, Jun, 2023. "Complementary operation with wind and photovoltaic power induces the decrease in hydropower efficiency," Applied Energy, Elsevier, vol. 339(C).
29. Xu, Yichao & Jiang, Zhiqiang & Peng, Wang & Lu, Peng & Wang, Jingyi & Xu, Yang & Lu, Jia, 2025. "Multi-objective optimization and mechanism analysis of integrated hydro-wind-solar-storage system: Based on medium-long-term complementary dispatching model coupled with short-term power balance," Energy, Elsevier, vol. 332(C).
30. Wei, Xingchen & Wu, Xinyu & Yoshimura, Kei & Cheng, Chuntian & Huang, Hao & Ding, Zhendong & Song, Yuhang, 2025. "Climate-informed long-term forecasting of wind and photovoltaic power using a hybrid DWT–BES–CNN–LSTM model," Energy, Elsevier, vol. 338(C).
31. Zhang, Zhendong & Dai, Huichao & Wang, Yongqiang, 2025. "Long-medium-short term nested operation model of hydro-wind-solar hybrid power system considering flood control, power generation, ecology and navigation," Energy, Elsevier, vol. 334(C).