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Butterfly optimization algorithm for optimum shape design of automobile suspension components

Betül Sultan Yıldız, Ali Rıza Yıldız, Emre İsa Albak, Hammoudi Abderazek, Sadiq M. Sait, Sujin Bureerat

2020Materials Testing95 citationsDOI

Abstract

Abstract This article presents an implementation of one of the latest optimization methods of obtaining light vehicle designs. First, the problem of coupling with a bolted rim is optimized using the butterfly optimization algorithm (BOA). Finally, the BOA is used to solve the shape optimization of a vehicle suspension arm. It is utilized from the Kriging metamodeling method to obtain equations of objective and constraint functions in shape optimization. At the end of the research effort in this paper, the weight reduction of the suspension arm by using the BOA is 32.9 %. The results show the BOA’s ability to design better optimum components in the automotive industry.

Topics & Concepts

Suspension (topology)Automotive industryConstraint (computer-aided design)KrigingReduction (mathematics)MetamodelingComputer scienceMathematical optimizationEngineeringAlgorithmMathematicsMechanical engineeringMachine learningAerospace engineeringPure mathematicsProgramming languageGeometryHomotopyAdvanced Multi-Objective Optimization AlgorithmsMechanical Engineering and Vibrations ResearchDesign Education and Practice