圆角(机械)
有限元法
结构工程
工作台
小齿轮
工程类
形状优化
优化设计
机械工程
计算机科学
机架
机器学习
可视化
作者
Pham Van Thoan,Guilin Wen,Hanfeng Yin,Hieu Ld,Van Sy Nguyen
标识
DOI:10.1142/s0219876215500061
摘要
By designing stress-relieving holes in the stressed zone, an optimization design for reduction of root fillet stress in spur gear is presented based on the stress redistribution techniques. The design method consists of two parts as follows. In the first part, a finite element model that is combined with two gear segments for pinion gear and driven gear is built and the bending stress is analyzed. In the second part, the sizes and the locations of the stress-relieving holes of the gear teeth are optimized in order to reduce the root fillet stress. In the procedures of optimization design, the numerical simulation results by using Ansys Workbench are first used to construct the metamodels which can reduce the computational cost of the finite element analysis (FEA). In the metamodeling process, the optimal Space-Filling design (SFD) method is employed for the selection of sampling design points in design space, and the polynomial response surface (PRS) is utilized to formulate the design objective σ max . Based on the metamodels of the design objective, the genetic algorithm (GA) methodology is employed to find out the optimized locations and sizes of the holes at the root fillet. An illustrated example shows that the maximum principal stress in gear root fillet has been reduced by 14.69% based on the proposed optimization design. This implies the feasibility of the optimization design for increasing the life of gear by designing stress-relieving holes.
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