Title :
Optimal design of intake system mufflers in engine based on single and multi-objective optimization
Author :
Jiang, Aipeng ; Huang, Jingtao ; Wang, Jian ; Ding, Qiang ; Jiang, Zhoushu ; Huang, Guohui
Author_Institution :
Sch. of Autom., Hangzhou Dianzi Univ., Hangzhou
Abstract :
Recently, more attention was put on the noise control of automotive. To reduce the noise of intake system of some kind of automotive, a model of automotive intake system was found based on transfer matrix method and black box experimental method. Then to fulfill the requirement of design and realize better anechoic effect, single objective optimization and multi-objective problem was formulated. To get the optimal performance and the optimal structure parameters, the problems were solved by genetic algorithm (GA) and NSGAII through Matlab platform, and optimal analysis was carried out to get the optimal parameters under different requirements and soft constraints. The results of our work have the guiding sense to the reality production.
Keywords :
automobiles; automotive engineering; engines; genetic algorithms; noise abatement; Matlab platform; automotive engine; automotive intake system; black box experimental method; intake system mufflers; multi-objective optimization; optimal analysis; optimal design; optimal structure parameters; single objective optimization; transfer matrix method; Algorithm design and analysis; Automotive engineering; Design optimization; Engines; Exhaust systems; Genetic algorithms; Intake systems; Mathematical model; Noise reduction; Performance analysis; intake system; muffler; multi-objective; optimization; soft constraints;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4594613