4.1 Article

DESIGN OPTIMIZATION OF A DISC BRAKE BASED ON A MULTI-OBJECTIVE OPTIMIZATION ALGORITHM AND ANALYTIC HIERARCHY PROCESS METHOD

Journal

TRANSACTIONS OF FAMENA
Volume 42, Issue 4, Pages 25-42

Publisher

UNIV ZAGREB FAC MECHANICAL ENGINEERING & NAVAL ARCHITECTURE
DOI: 10.21278/TOF.42403

Keywords

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

Funding

  1. Artificial Intelligence Key Laboratory of Sichuan Province [2017RYY04]
  2. Technology Department of Sichuan Province [2017JY0148]
  3. Project of Sichuan Provincial Department of Education [18ZB0423]
  4. Sichuan Provincial Key Lab of Process Equipment and Control [GK201806]
  5. Educational Commission of Sichuan Province of China [17ZA0260]
  6. Talent Project of Sichuan University of Science and Engineering [2017RCL42]

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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.

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