Power generation dispatching and risk analysis of the Qingjiang cascade hydropower stations under climate change

被引:0
作者
Li, Yinghai [1 ,2 ,3 ]
Huang, Rubao [1 ]
Meng, Hongchi [4 ]
Soomro, Shan-e-hyder [1 ]
Zhang, Hairong [3 ]
Guo, Jiali [1 ]
Li, Changwen [1 ,2 ]
Wang, Yongqiang [5 ]
机构
[1] China Three Gorges Univ, Coll Hydraul & Environm Engn, Yichang 443002, Peoples R China
[2] China Three Gorges Univ, Hubei Key Lab Construct & Management Hydropower En, Yichang 443002, Peoples R China
[3] China Yangtze Power Co Ltd, Hubei Key Lab Intelligent Yangtze & Hydroelect Sci, Yichang 443000, Peoples R China
[4] GuangDong Prov GaoYao Dist Water Conservancy Bur, Water Conservancy Project, Construct & Operat Management Sect, Zhaoqing 526010, Peoples R China
[5] Yangtze River Sci Res Inst, Water Resources Dept, Wuhan 430010, Peoples R China
基金
中国国家自然科学基金;
关键词
cascade dispatch; climate change; Qingjiang River Basin; risk analysis; SWAT model; YANGTZE-RIVER; STREAMFLOW; IMPACTS; BASIN; SEDIMENT; REACHES; CMIP5; MODEL;
D O I
10.2166/wcc.2025.410
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
Climate change alters river runoff regimes, affecting the safe operation of hydropower stations. This study proposed an optimization scheduling and risk analysis framework for cascade hydropower under climate change using the Qingjiang cascade hydropower stations as a case study. The framework has three stages. Firstly, a hydrological model coupling GCMs with SWAT under CMIP5 scenarios is established to predict future runoff. Secondly, cascade hydropower optimization scheduling under climate change is performed using the POA (Progressive Optimization Algorithm). Thirdly, a risk assessment index system is established, including risks of insufficient power generation, insufficient output, and water abandonment. The POMR (Probability Optimization Method for the Risk) is applied to calculates power scheduling risks. Results show that the simulated annual average runoff at Changyang Station increases by 6.0, 8.7, and 13.2% under the RCP2.6, RCP4.5, and RCP8.5 scenarios, respectively. Annual power generation for the Qingjiang cascade is projected to rise by 6.2-16.5%, with increases of 5.2-12.9% during flood seasons and 7.5-19.9% in non-flood seasons. Comprehensive risk rates decline to 0.1767, 0.1706, and 0.1630 across the scenarios. This research provides scientific and technical support for managing water resources and operating the Qingjiang cascade under climate change.
引用
收藏
页码:380 / 399
页数:20
相关论文
共 39 条
  • [1] Adaptive Reservoir Operation Rules Under Climatic Change
    Ahmadi, Mohsen
    Bozorg-Haddad, Omid
    Loaiciga, Hugo A.
    [J]. WATER RESOURCES MANAGEMENT, 2015, 29 (04) : 1247 - 1266
  • [2] Large area hydrologic modeling and assessment - Part 1: Model development
    Arnold, JG
    Srinivasan, R
    Muttiah, RS
    Williams, JR
    [J]. JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION, 1998, 34 (01): : 73 - 89
  • [3] Two calibration methods for modeling streamflow and suspended sediment with the swat model
    Brighenti, Tassia Mattos
    Bonuma, Nadia Bernardi
    Grison, Fernando
    Mota, Aline de Almeida
    Kobiyama, Masato
    Borges Chaffe, Pedro Luiz
    [J]. ECOLOGICAL ENGINEERING, 2019, 127 : 103 - 113
  • [4] [陈炯宏 Chen Jionghong], 2010, [水力发电学报, Journal of Hydroelectric Engineering], V29, P78
  • [5] [初祁 Chu Qi], 2015, [长江流域资源与环境, Resources and Environment in the Yangtze Basin], V24, P81
  • [6] [代慧慧 Dai Huihui], 2015, [水利水运工程学报, Hydro-Science and Engineering], P46
  • [7] Integrated Reservoir Management System for Adaptation to Climate Change: The Nakdong River Basin in Korea
    Eum, Hyung-Il
    Simonovic, Slobodan P.
    [J]. WATER RESOURCES MANAGEMENT, 2010, 24 (13) : 3397 - 3417
  • [8] Projecting the impacts of climate change on streamflow in the upper reaches of the Yangtze River basin
    Gao, Danyang
    Chen, Ting
    Yang, Kebi
    Zhou, Jiye
    Ao, Tianqi
    [J]. JOURNAL OF WATER AND CLIMATE CHANGE, 2021, 12 (05) : 1724 - 1743
  • [9] Comparison of a very-fine-resolution GCM with RCM dynamical downscaling in simulating climate in China
    Guo, Donglin
    Wang, Huijun
    [J]. ADVANCES IN ATMOSPHERIC SCIENCES, 2016, 33 (05) : 559 - 570
  • [10] Watershed science: Linking hydrological science with sustainable management of river basins
    He, Chansheng
    James, L. Allan
    [J]. SCIENCE CHINA-EARTH SCIENCES, 2021, 64 (05) : 677 - 690