Thermal Error Compensation on Machine Tools Using Rough Set Artificial Neural Networks

• Published in: 2009 WRI World Congress on Computer Science and Information Engineering Vol. 5; pp. 51 - 55
• Main Authors: Huanglin Zeng, Yong Sun, Haiyan Zhang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.03.2009
• Subjects: artificial neural network; Artificial neural networks; Control systems; Error compensation; Heat engines; machine tool; Machine tools; Machining; optimal modeling; rough set; Solar heating; Temperature; Thermal engineering; thermal error compensation; Thermal variables control

This paper is a study of the application of rough set artificial neural networks to the problem of calculating thermal error compensation values for axis positioning on a machine tool. The primary focus is on the development of a rough set approach to reduce a thermal error compensation system which...