Optimal platform design using non-dominated sorting genetic algorithm II and technique for order of preference by similarity to ideal solution; application to automotive suspension system

被引:11
|
作者
Shojaeefard, Mohammad Hassan [1 ]
Khalkhali, Abolfazl [1 ]
Faghihian, Hamed [1 ]
Dahmardeh, Masoud [1 ]
机构
[1] Iran Univ Sci & Technol, Sch Automot Engn, Automot Simulat & Optimal Design Res Lab, Tehran, Iran
关键词
Product family optimization; optimal platform design; NSGA-II; TOPSIS; suspension system; MULTIOBJECTIVE OPTIMIZATION; PRODUCT; CAR;
D O I
10.1080/0305215X.2017.1324853
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Unlike conventional approaches where optimization is performed on a unique component of a specific product, optimum design of a set of components for employing in a product family can cause significant reduction in costs. Increasing commonality and performance of the product platform simultaneously is a multi-objective optimization problem (MOP). Several optimization methods are reported to solve these MOPs. However, what is less discussed is how to find the trade-off points among the obtained non-dominated optimum points. This article investigates the optimal design of a product family using non-dominated sorting genetic algorithm II (NSGA-II) and proposes the employment of technique for order of preference by similarity to ideal solution (TOPSIS) method to find the trade-off points among the obtained non-dominated results while compromising all objective functions together. A case study for a family of suspension systems is presented, considering performance and commonality. The results indicate the effectiveness of the proposed method to obtain the trade-off points with the best possible performance while maximizing the common parts.
引用
收藏
页码:471 / 482
页数:12
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