Prediction and optimization of hobbing gear geometric deviations

•The PSO-BP algorithm is improved by considering flexible inertia weights.•The improved PSO-BP algorithm is applied to predict the gear geometric errors accurately.•The optimization of gear hobbing processing parameters is achieved by the predicted results. Hobbing is a precision gear manufacturing...

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Bibliographic Details

Published in:	Mechanism and machine theory Vol. 120; pp. 288 - 301
Main Authors:	Sun, Shouli, Wang, Shilong, Wang, Yawen, Lim, Teik C., Yang, Yong
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.02.2018
Subjects:	Gear geometric deviation Gear hobbing process IPSO-BP neural network algorithm Parameters optimization Precision prediction IPSO-BP neural network algorithm Precision prediction Gear hobbing process Parameters optimization Gear geometric deviation
ISSN:	0094-114X, 1873-3999
Online Access:	Get full text
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