DocumentCode
387578
Title
Research on the modeling of the axial load distribution coefficient of cylindrical gears in gear CAD based on ANN
Author
Wen, Shu-Hua
Author_Institution
Sch. of Mech. & Electr. Eng., Taiyuan Heavy Machinery Inst., China
Volume
3
fYear
2002
fDate
2002
Firstpage
1517
Abstract
The axial load distribution coefficient of gear is mainly concerned with the hardness of its tooth flank, its layout in structure and its face width coefficient and so on. The relationship between them is nonlinear and complex. First, the quantitative description of these three factors is discussed. Then an artificial neural network model of the axial load distribution coefficient and its influencing factors under 8 different conditions is constructed based on the BP neural network, which can be used in gear CAD as an independent module.
Keywords
CAD; backpropagation; mechanical engineering computing; neural nets; axial load distribution coefficient; backpropagation; cylindrical gear; face width coefficient; gear CAD; gear tooth layout; neural network model; tooth flank hardness; Artificial neural networks; Databases; Design automation; Drives; Gears; Machinery; Neural networks; Shafts; Technological innovation; Teeth;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN
0-7803-7508-4
Type
conf
DOI
10.1109/ICMLC.2002.1167462
Filename
1167462
Link To Document