Product evolutionary design driven by environmental performance

Author:

Zhang Lei1ORCID,Zheng Chenxing1,Zheng Yu1,Huang Haihong1,Ke Qingdi1

Affiliation:

1. School of Mechanical Engineering, Hefei University of Technology, Hefei, China

Abstract

This article is in terms of product environmental performance demand and proposes four structure evolutionary operation modes which include combined evolutionary method, decomposition evolutionary method, replacement evolutionary method, and material-changing evolutionary method to express the structure evolutionary process of products. Through the quotient space theory and proposed method combined with probability statistics, probability mapping from environmental performance to product structure is established and the evolutionary individuals with outstanding environmental performance are listed. Through the analysis to the specific conditions of the evolutionary individuals, the design constraints are extracted, and the objective function of environmental performance is established. This article presents an interactive genetic algorithm as evolutionary algorithm and combines it with four structure evolutionary operation modes to conduct corresponding gene manipulation and generates evolutionary product. Finally, the proposed methodology is successfully applied to engine gear chamber and the environmental impact is found to be better than before evolution.

Funder

National Natural Science Foundation of China

Publisher

SAGE Publications

Subject

Computer Science Applications,General Engineering,Modeling and Simulation

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