Multi-objective optimization of the wave-proof plate layout of the liquid tank vehicle based on NSGA-II and RSM

Author:

Xiao Houjie,Qin Hongbin,He An

Abstract

Abstract Under the braking condition of the tanker, the liquid in the tank will have an impact on the tank body due to shaking. The arrangement spacing of the wave-proof plate has a great influence on the wave-proof effect. In order to study the optimal spacing of the wave-proof plate, a liquid sloshing model was established based on FLUENT, and the stress peak of the front head and the wave-proof plate 1 was determined as the optimization goal. The response model of the front head and the wave-proof plate 1 on the space of the three wave-proof plates was obtained through the response surface experiment, and the multi-objective optimization mathematical model of the wave-proof plate spacing was established based on RSM. The NSGA-II algorithm was used to solve the model, and the optimal combination of parameters of the spacing of the wave-proof plate was obtained. After optimization, the peak stresses of the front head and the first wave board are reduced by 8.6% and 5.2%.

Publisher

IOP Publishing

Reference7 articles.

1. The characteristics of the center of mass of the liquid in the tank with different cross section shapes;He;Mechanics in Engineering.,2022

2. Modal modelling of the nonlinear resonant fluid sloshing in a rectangular tank II: secondary resonance;Hermann;MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES,2008

3. Comparative study on numerical analysis methods of liquid sloshing in vehicle-mounted LNG cylinders;Xu;Pressure Vessel Technology.,2021

4. Experimental study of the influence of baffle on liquid sloshing in a tank model;Duan;Mechanics in Engineering.,2023

5. Optimization design technique for reduction of sloshing by evolutionary methods;Kim;JOURNAL of MECHANICAL SCIENCE AND TECHNOLOGY.,2008

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