基于Kriging代理模型鼓式制动器稳定性的优化设计

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Abstract Aiming at the brake noise problem of drum brake, Kriging surrogate model was introduced to do optimization design for the stability of drum brake.The optimal Latin hypercube design (Opt LHD) was used to generate sample point data, they were substituted into the finite element model of drum brake to generate the surrogate model, and the model accuracy test was done.Taking Young moduli of friction lining, brake drum and brake shoe as design variables and weighted instability tendency coefficient as the objective function, the mathematical model for drum brake stability optimization design was established.The multi-island genetic algorithm (MIGA) was adopted to do optimization design.The results showed that introducing surrogate model can greatly improve the solving efficiency of drum brake stability optimization; optimization design can improve the stability of drum brake and suppress braking noise.

Key words： drum brake stability Kriging surrogate model multi-island genetic algorithm (MIGA) optimization design

Received: 16 September 2020 Published: 15 June 2021

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	Articles by authors
	WANG Wenzhu1
	2
	LI Jie2
	LIU Gang1
	WEI Jun3
	ZHANG Zhenwei2
	CHENG Mianhong1

Cite this article:

WANG Wenzhu1,2,LI Jie2, et al. Optimization design of drum brake stability based on Kriging surrogate model[J]. JOURNAL OF VIBRATION AND SHOCK, 2021, 40(11): 134-138.

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http://jvs.sjtu.edu.cn/EN/ OR http://jvs.sjtu.edu.cn/EN/Y2021/V40/I11/134

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