Title :
Research on the modeling of the axial load distribution coefficient of cylindrical gears in gear CAD based on ANN
Author_Institution :
Sch. of Mech. & Electr. Eng., Taiyuan Heavy Machinery Inst., China
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;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1167462
