Risk analysis of flood control reservoir operation considering multiple uncertainties

被引:89
作者
Huang, Kangdi [1 ]
Ye, Lei [2 ]
Chen, Lu [1 ]
Wang, Quansen [1 ]
Dai, Ling [1 ]
Zhou, Jianzhong [1 ]
Singh, Vijay P. [3 ,4 ]
Huang, Mutao [1 ]
Zhang, Junhong [5 ]
机构
[1] Huazhong Univ Sci & Technol, Coll Hydropower & Informat Engn, Wuhan 430074, Hubei, Peoples R China
[2] Dalian Univ Technol, Sch Hydraul Engn, Dalian 116024, Peoples R China
[3] Texas A&M Univ, Dept Biol & Agr Engn, College Stn, TX 77821 USA
[4] Texas A&M Univ, Zachry Dept Civil Engn, College Stn, TX 77821 USA
[5] South Cent Univ Nationalities, Coll Resource & Environm, Wuhan 430074, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
Flood risk analysis; Flood control reservoir operation; Multiple uncertainties; Entropy theory; Copula function; LIMITED WATER-LEVEL; DECISION-MAKING; FORECAST UNCERTAINTY; COPULA; MODEL; INFORMATION; ENTROPY; RELIABILITY; SIMULATION; EVOLUTION;
D O I
10.1016/j.jhydrol.2018.08.040
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
During flood control reservoir operation, uncertainties occur in flood forecasting, hydrograph shape, streamflow simulation, reservoir storage, water level, and discharge outflow. It is therefore important to analyze flood control risk due to these uncertainties. This study proposes a stochastic simulation method, comprising a copula based simulation method accounting for flood forecasting uncertainty, a copula-based single site daily stream flow simulation method for uncertainty in flood hydrograph, and the Latin hypercube sampling (LHS) method for uncertainty in storage, water level, and outflow discharge. Using the Three Gorges Reservoir (TGR) as a case study, the flood control risk, defined by traditional statistical and entropy methods, was calculated and compared. The proposed method satisfactorily preserved the statistical characteristics of the original streamflow series. Results from the TGR case study showed that the entropy method was effective for assessing flood risk due to different uncertainties. Thus, this study provides gives a comprehensive evaluation of flood risk during flood control reservoir operation.
引用
收藏
页码:672 / 684
页数:13
相关论文
共 53 条
  • [1] Pair-copula constructions of multiple dependence
    Aas, Kjersti
    Czado, Claudia
    Frigessi, Arnoldo
    Bakken, Henrik
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2009, 44 (02) : 182 - 198
  • [2] NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION
    AKAIKE, H
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) : 716 - 723
  • [3] Multiscale error analysis, correction, and predictive uncertainty estimation in a flood forecasting system
    Bogner, K.
    Pappenberger, F.
    [J]. WATER RESOURCES RESEARCH, 2011, 47
  • [4] Directional entropy and tail uncertainty, with applications to financial hazard
    Bowden, Roger J.
    [J]. QUANTITATIVE FINANCE, 2011, 11 (03) : 437 - 446
  • [5] Population, water, food, energy and dams
    Chen, Ji
    Shi, Haiyun
    Sivakumar, Bellie
    Peart, Mervyn R.
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2016, 56 : 18 - 28
  • [6] A decomposition-integration risk analysis method for real-time operation of a complex flood control system
    Chen, Juan
    Zhong, Ping-An
    Zhang, Yu
    Navar, David
    Yeh, William W-G.
    [J]. WATER RESOURCES RESEARCH, 2017, 53 (03) : 2490 - 2506
  • [7] Risk Analysis for Real-Time Flood Control Operation of a Reservoir
    Chen, Juan
    Zhong, Ping-an
    Xu, Bin
    Zhao, Yun-fa
    [J]. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2015, 141 (08)
  • [8] Research on a layered coupling optimal operation model of the Three Gorges and Gezhouba cascade hydropower stations
    Chen, Juan
    Zhong, Ping-an
    Zhao, Yun-fa
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2014, 86 : 756 - 763
  • [9] Bayesian Technique for the Selection of Probability Distributions for Frequency Analyses of Hydrometeorological Extremes
    Chen, Lu
    Singh, Vijay P.
    Huang, Kangdi
    [J]. ENTROPY, 2018, 20 (02):
  • [10] Entropy-based derivation of generalized distributions for hydrometeorological frequency analysis
    Chen, Lu
    Singh, Vijay P.
    [J]. JOURNAL OF HYDROLOGY, 2018, 557 : 699 - 712