Groundwater Pollution Source Identification by Optimization and the Green Element Method

被引:0
作者
Onyari, Ednah [1 ,2 ]
Taigbenu, Akpofure [1 ]
Ndiritu, John [1 ]
机构
[1] Univ Witwatersrand, Sch Civil & Environm Engn, P Bag 3, ZA-2050 Johannesburg, WITS, South Africa
[2] Univ South Africa, Dept Civil & Chem Engn, P Bag 6, ZA-1710 Pretoria, Florida, South Africa
来源
WORLD ENVIRONMENTAL AND WATER RESOURCES CONGRESS 2016: ENVIRONMENTAL, SUSTAINABILITY, GROUNDWATER, HYDRAULIC FRACTURING, AND WATER DISTRIBUTION SYSTEMS ANALYSIS | 2016年
关键词
Green element method; Optimization; Shuffled complex evolutionary algorithm; Source identification; Groundwater; PARAMETER-ESTIMATION; GLOBAL OPTIMIZATION; RELEASE HISTORY; MODEL;
D O I
暂无
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Pollution source identification in groundwater contaminant transport using limited concentration data of the contaminant plume is an inverse problem. In this paper, we develop a numerical-optimization approach that utilizes the green element method (GEM) and the shuffled complex evolutionary (SCE) technique to identify pollution source strengths and recover the concentration distribution of the plume for contaminant transport in groundwater systems. Two test cases are used to evaluate our proposed methodology: 1D transient case with an analytical solution and 2D transient hypothetical case that mimics a real life situation. The results indicate that the proposed methodology gives good estimates of the release history and the historical distribution of the plume even in the presence of observation and parameter errors.
引用
收藏
页码:309 / 318
页数:10
相关论文
共 20 条
[1]   Enhancing gradient-based parameter estimation with an evolutionary approach [J].
Agyei, E ;
Hatfield, K .
JOURNAL OF HYDROLOGY, 2006, 316 (1-4) :266-280
[2]   Identification of contaminant source location and release history in aquifers [J].
Aral, MM ;
Guan, JB ;
Maslia, ML .
JOURNAL OF HYDROLOGIC ENGINEERING, 2001, 6 (03) :225-234
[3]   A linked simulation-optimization model for solving the unknown groundwater pollution source identification problems [J].
Ayvaz, M. Tamer .
JOURNAL OF CONTAMINANT HYDROLOGY, 2010, 117 (1-4) :46-59
[4]  
Bear J., 1972, Dynamics of Fluids in Porous Media
[5]   OPTIMAL USE OF THE SCE-UA GLOBAL OPTIMIZATION METHOD FOR CALIBRATING WATERSHED MODELS [J].
DUAN, QY ;
SOROOSHIAN, S ;
GUPTA, VK .
JOURNAL OF HYDROLOGY, 1994, 158 (3-4) :265-284
[6]   EFFECTIVE AND EFFICIENT GLOBAL OPTIMIZATION FOR CONCEPTUAL RAINFALL-RUNOFF MODELS [J].
DUAN, QY ;
SOROOSHIAN, S ;
GUPTA, V .
WATER RESOURCES RESEARCH, 1992, 28 (04) :1015-1031
[7]   IDENTIFYING SOURCES OF GROUNDWATER POLLUTION - AN OPTIMIZATION APPROACH [J].
GORELICK, SM ;
EVANS, B ;
REMSON, I .
WATER RESOURCES RESEARCH, 1983, 19 (03) :779-790
[8]   Three-Dimensional Groundwater Contamination Source Identification Using Adaptive Simulated Annealing [J].
Jha, Manish ;
Datta, Bithin .
JOURNAL OF HYDROLOGIC ENGINEERING, 2013, 18 (03) :307-317
[9]   Identification of pollution sources in transient groundwater systems [J].
Mahar, PS ;
Datta, B .
WATER RESOURCES MANAGEMENT, 2000, 14 (03) :209-227
[10]  
Michalak A. M., 2004, WATER RESOUR RES, V40