Evaluation of Optimal River Training Work Using GA Based Linked Simulation-Optimization Approach

被引:10
作者
Kalita, Hriday Mani [1 ]
Sarma, Arup Kumar [1 ]
Bhattacharjya, Rajib Kumar [1 ]
机构
[1] Indian Inst Technol, Dept Civil Engn, Gauhati 781039, Assam, India
关键词
River training work; Beam and warming; Genetic algorithm; Linked simulation-optimization; SPUR-DIKE; GENETIC ALGORITHM; OPTIMAL-DESIGN; FLOW COMPUTATION; CHANNEL FLOW; LOCAL SCOUR; MODEL; IDENTIFICATION; MANAGEMENT; NETWORK;
D O I
10.1007/s11269-014-0593-3
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Use of structural measures for controlling a river to minimize its devastating effect and to utilize it for the benefit of mankind is a common practice all over the world. Because of high investment, such measures require prior investigation through model study. As lab based physical model study is very expensive and time consuming, mathematical modeling is generally used for investigating different alternatives of river training works. In this study, a new approach is proposed for deciding appropriate river training measure in a particular reach of a river or channel. In this methodology, an optimization model is linked with the hydrodynamic model for obtaining cost effective combination of groynes which will maintain a user defined flow speed in a pre-decided portion of a river reach. The optimization model is developed using binary coded Genetic Algorithm (GA) and the flow simulation model uses the Beam and Warming scheme for solving the two dimensional (2D) hydrodynamic equations of unsteady flow. The performance of the model is tested by applying the methodology in a rectangular channel for attaining different target speed values at a pre-defined portion of the channel and logical results have been obtained for all the tested scenarios.
引用
收藏
页码:2077 / 2092
页数:16
相关论文
共 55 条
[1]   Application of the high performance computing techniques of parflow simulator to model groundwater flow at Azraq basin [J].
Abu-El-Sha'r, Wa'il Y. ;
Rihani, Jehan F. .
WATER RESOURCES MANAGEMENT, 2007, 21 (02) :409-425
[2]   Analysis of flow around impermeable groynes on one side of symmetrical compound channel: An experimental study [J].
Ahmed, Hassan Safi ;
Hasan, Mohammad Mahdi ;
Tanaka, Norio .
WATER SCIENCE AND ENGINEERING, 2010, 3 (01) :56-66
[3]   Genetic algorithm for optimal operating policy of a multipurpose reservoir [J].
Ahmed, JA ;
Sarma, AK .
WATER RESOURCES MANAGEMENT, 2005, 19 (02) :145-161
[4]   Optimum configuration of groynes for stabilization of alluvial rivers with fine sediments [J].
Alauddin, Mohammed ;
Tsujimoto, Tetsuro .
INTERNATIONAL JOURNAL OF SEDIMENT RESEARCH, 2012, 27 (02) :158-167
[5]   IMPLICIT FINITE-DIFFERENCE ALGORITHM FOR HYPERBOLIC SYSTEMS IN CONSERVATION-LAW FORM [J].
BEAM, RM ;
WARMING, RF .
JOURNAL OF COMPUTATIONAL PHYSICS, 1976, 22 (01) :87-110
[6]   Optimal design of open channel section incorporating critical flow condition [J].
Bhattacharjya, Rajib Kumar .
JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2006, 132 (05) :513-518
[7]   Bank-Attached Vanes for Bank Erosion Control and Restoration of River Meanders [J].
Bhuiyan, Faruk ;
Hey, Richard D. ;
Wormleaton, Peter R. .
JOURNAL OF HYDRAULIC ENGINEERING, 2010, 136 (09) :583-596
[8]   Optimization of Water Resources Utilization by PSO-GA [J].
Chang, Jian-xia ;
Bai, Tao ;
Huang, Qiang ;
Yang, Da-wen .
WATER RESOURCES MANAGEMENT, 2013, 27 (10) :3525-3540
[9]  
Chaudhry M. H., 2008, OPEN CHANNEL FLOW
[10]   A river water quality management model for optimising regional wastewater treatment using a genetic algorithm [J].
Cho, JH ;
Sung, KS ;
Ha, SR .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2004, 73 (03) :229-242