Fatigue life optimization and lightweight design of wheel based on entropy weight grey relation analysis and modified NSGA-II

Author:

Zhang Shuai1ORCID,Lu Dongzhen1ORCID,Li Ruixu1ORCID,Xu Liyou1,Jiang Hang1,Cao Yanling1,Xu Wenchao2

Affiliation:

1. College of Vehicle and Traffic Engineering, Henan University of Science and Technology, Luoyang, China

2. State Key Laboratory of Automotive Simulation and Control, Jilin University, Changchun, China

Abstract

In order to study the fatigue performance of wheel and enhance its lightweight design level, this article proposes the structure, design and optimization method of magnesium-aluminum alloy assembled wheel. Taking a [Formula: see text] type wheel as the research object, the optimal topology of wheel spoke is solved by constructing a topology optimization model for wheel bending and radial fatigue test conditions. A finite element model for bending and radial fatigue testing of assembled wheels was established, which simulates and analyzes the fatigue performance and its influencing factors of the wheel under two working conditions. Combined with contribution analysis method, the modified NSGA-II and entropy weight grey relation analysis (EGRA), the multi-objective optimization of assembled wheel was performed. The result demonstrated that the weight reduction of the assembled wheel after optimized design is 4.49%, while the bending fatigue life and radial fatigue safety factor are decreased by 9.95% and 25%, respectively. In order to better balance the performance of assembled wheel and achieve lightweight design, this article combines the joint topology optimization of assembled wheels with multi-objective optimization method for multiple working conditions and screens the optimal compromise solution by EGRA, which provides an approach for wheel lightweight design and multi-objective optimization.

Funder

National Key Research and Development Program of China

Science and Technology Research Project of Henan Province

Key Scientific Research Project of Colleges and Universities in Henan Province

the Major Science and Technology Project of Henan Province

Key R&D and Promotion Project of Henan Province

Publisher

SAGE Publications

Subject

Mechanical Engineering

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