Semi-supervised modeling and compensation for the thermal error of precision feed axes

The data-driven modeling of thermal error-temperature relationship is key to achieve ideal compensation effect for precision machine tools. The improvements of the modeling quality are limited only depending on ameliorating the regression algorithm with same training data, and more information must...

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Veröffentlicht in:	International journal of advanced manufacturing technology 2019-10, Vol.104 (9-12), p.4629-4640
Hauptverfasser:	Lei, Mohan, Yang, Jun, Wang, Shuai, Zhao, Liang, Xia, Ping, Jiang, Gedong, Mei, Xuesong
Format:	Artikel
Sprache:	eng
Schlagworte:	Axes (reference lines) CAE) and Design Compensation Computer-Aided Engineering (CAD Engineering Error compensation Error reduction Genetic algorithms Industrial and Production Engineering Machine tool industry Machine tools Mechanical Engineering Media Management Modelling Original Article Support vector machines Training
Online-Zugang:	Volltext
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