Research on Thermal Error Modeling of YK3610 Hobbing Machine
Keyword(s):
Thermal error modeling. Neural network. Gear hobbing machine. Error compensation. Abstract. Four key thermal sources of YK3610 hobbing machine were selected in this paper, and a thermal error model based on the four temperature variables was proposed by using back propagation neural network. A thermal error compensation system was developed based on the proposed model, and which has been applied to the YK3610 hobbing machine in daily production. The result shows that the prediction accuracy of thermal deformation in the YK3610 hobbing machine has been improved.
2010 ◽
Vol 135
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pp. 170-173
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2013 ◽
Vol 303-306
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pp. 1782-1785
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2019 ◽
Vol 105
(1-4)
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pp. 1497-1505
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2010 ◽
Vol 129-131
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pp. 556-560
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2007 ◽
Vol 359-360
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pp. 219-223
2011 ◽
Vol 189-193
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pp. 4145-4148
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