Multi-objective optimization of stepped spillway and stilling basin dimensions

被引:4
作者
Lebdiri, Fatiha [1 ]
Seghir, Abdelghani [1 ]
Berreksi, Ali [1 ]
机构
[1] Univ Bejaia, Fac Technol, Dept Hydraul, Res Lab Appl Hydraul & Environm LRHAE, Bejaia 06000, Algeria
关键词
energy dissipation; optimization; Pareto optimal solution; stepped spillway; SKIMMING FLOW; ENERGY-DISSIPATION; DESIGN; MOPSO;
D O I
10.2166/ws.2021.231
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the present paper, an optimization procedure is proposed for stepped spillway design dimensions, which leads to maximum energy dissipation rate and minimum construction cost considering independently the chute cost and stilling basin cost. Three independent objective functions are thus simultaneously satisfied. The procedure involves four main tools: The multi-objective particle swarm optimization method (MOPSO) to find Pareto solutions in one run, the K-means clustering algorithm to reduce the size of the obtained non-dominated solutions, the pseudo-weight vector approach (PWV) to facilitate the decision making and to select some adequate solutions, and finally, CFD simulations to analyze the retained optimal solutions. The suitability of the proposed procedure is tested through an example of application. As results, a set of twenty solutions with different satisfaction levels are found and compared to existing solutions. A multi-objective optimization problem may have many different solutions, the originality of the present work lies in the proposed procedure which explores several possible ones and reduces their number to give help for the decision making. Furthermore, an approximate expression of spillway total cost is also derived as a function of flow energy dissipation rate.
引用
收藏
页码:766 / 778
页数:13
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