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Article

Multi-Objective Lightweight Optimization Design of the Aluminium Alloy Front Subframe of a Vehicle

1
School of Mechanical and Transportation Engineering, Guangxi University of Science and Technology, Liuzhou 545006, China
2
Guangxi Earthmoving Machinery Collaborative Innovation Center, Liuzhou 545006, China
3
Guangxi Key Laboratory of Automobile Components and Vehicle Technology, Guangxi University of Science and Technology, Liuzhou 545006, China
4
Liuzhou Wuling New Energy Automobile Co., Ltd., Liuzhou 545007, China
*
Author to whom correspondence should be addressed.
Metals 2023, 13(4), 705; https://doi.org/10.3390/met13040705
Submission received: 3 March 2023 / Revised: 28 March 2023 / Accepted: 30 March 2023 / Published: 4 April 2023

Abstract

The aluminium alloy front subframe of an automobile was developed through multi-operating condition topology optimization and multi-objective optimization methods. By considering the influences of loads on the strength, static stiffness, and modal of the aluminium alloy front subframe under typical operating conditions, the performance parameters of the aluminium alloy front subframe after topology optimization were obtained. After topology optimization was performed, the parametric model of the aluminium alloy front subframe was established. Based on the Isight optimization platform, sample points were generated with the optimal Latin hypercube test method, and the response surface approximate model was constructed. The minimum mass and maximum first-order frequency were taken as the objectives, the stress under typical working conditions did not exceed the set target value, and the maximum displacement of the installation point was taken as the constraint condition. The multi-objective particle swarm optimization algorithm was used to optimize the aluminium alloy front subframe. The error of the free modal and finite element free modal analysis of the aluminium alloy front subframe samples was less than 15%. The optimized aluminium alloy front subframe was 2.4 kg lighter than the original subframe under the premise of satisfying various performance indices, and the lightweight rate was up to 12%.
Keywords: multi-condition topology optimization; aluminium alloy front subframe; Isight; optimal Latin hypercube; response surface approximate model; multi-objective particle swarm optimization algorithm multi-condition topology optimization; aluminium alloy front subframe; Isight; optimal Latin hypercube; response surface approximate model; multi-objective particle swarm optimization algorithm

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MDPI and ACS Style

Meng, X.; Sun, Y.; He, J.; Li, W.; Zhou, Z. Multi-Objective Lightweight Optimization Design of the Aluminium Alloy Front Subframe of a Vehicle. Metals 2023, 13, 705. https://doi.org/10.3390/met13040705

AMA Style

Meng X, Sun Y, He J, Li W, Zhou Z. Multi-Objective Lightweight Optimization Design of the Aluminium Alloy Front Subframe of a Vehicle. Metals. 2023; 13(4):705. https://doi.org/10.3390/met13040705

Chicago/Turabian Style

Meng, Xiangchao, Youping Sun, Jiangmei He, Wangzhen Li, and Zhifeng Zhou. 2023. "Multi-Objective Lightweight Optimization Design of the Aluminium Alloy Front Subframe of a Vehicle" Metals 13, no. 4: 705. https://doi.org/10.3390/met13040705

APA Style

Meng, X., Sun, Y., He, J., Li, W., & Zhou, Z. (2023). Multi-Objective Lightweight Optimization Design of the Aluminium Alloy Front Subframe of a Vehicle. Metals, 13(4), 705. https://doi.org/10.3390/met13040705

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