Izvorni znanstveni članak

https://doi.org/10.21278/TOF.42403

Design Optimization of a Disc Brake Based on a Multi-Objective Optimization Algorithm and Analytic Hierarchy Process Method

Junchao Zhou ; School of Mechanical Engineering and Artificial Intelligence Key Laboratory of Sichuan Province, Sichuan University of Science and Engineering, Zigong, Sichuan, P. R. China
Jianjie Gao ; Department of Road Traffic Management, Sichuan Police College,Luzhou, Sichuan, P. R. China
Kaizhu Wang ; School of Mechanical Engineering, Sichuan University of Science & Engineering, Zigong, Sichuan, P. R. China
Yinghua Liao ; School of Mechanical Engineering, Sichuan University of Science & Engineering, Zigong, Sichuan, P. R. China

Sažetak

Multiple optimization objectives and the Pareto set often arise from engineering structural optimization. Normalization methods (such as the weighting method) have the disadvantage that the weighted value is not set by the decision maker but the designer and is greatly influenced by the opinion of the designer. On this basis, in this paper a non-dominated sorting genetic algorithm - analytic hierarchy process (NSGA-AHP) method is proposed for decision making and analysis of the Pareto solution set of the multiple-objective optimization in a structural optimal model. In addition, illustrated by the example of a disc brake, a multiple-objective optimization model for a disc brake has been here developed. Besides, the NSGA-AHP method is adopted for the analysis optimization. The research results show that the NSGA-AHP method can be utilized to select the Pareto solution set in an effective way and that this method is effective in solving a multiple-objective problem in the structural optimization design.

Ključne riječi

disc brake; multiple-objective optimization; Pareto set; analytic hierarchy process; NSGA-II

Hrčak ID:

217497

URI

https://hrcak.srce.hr/217497

Datum izdavanja:

11.3.2019.

Posjeta: 1.215 *