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High-accuracy positioning of lathe servo system using fuzzy controllers based on variable universe of discourse

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成果类型:
期刊论文
作者:
Zuqiang Long;Yan Yuan;Yuebing Xu;Shehui Du
通讯作者:
Long, Zuqiang(zuqianglong@126.com)
作者机构:
[Long Z.; Xu Y.; Du S.] Department of Physics and Electronics Information Science, Hengyang Normal University, Hengyang 421008, China
[Yuan Y.] School of Information Science and Engineering, Central South University, Changsha 410083, China
通讯机构:
Department of Physics and Electronics Information Science, Hengyang Normal University, China
语种:
英文
关键词:
Controllers;Fuzzy inference;Lathes;Membership functions;Servomechanisms;Table lookup;Approximation errors;CNC lathe;Contraction-expansion factor;Fuzzy controllers;High-accuracy;High-accuracy positioning;Positioning of work piece;Positioning precision;Servo-systems;Variable universe of discourse;Fuzzy rules
期刊:
International Journal on Smart Sensing and Intelligent Systems
ISSN:
1178-5608
年:
2014
卷:
7
期:
3
页码:
1114-1133
机构署名:
本校为第一且通讯机构
院系归属:
物理与电子工程学院
摘要:
A novel fuzzy controller is proposed here to improve the positioning precision of servo system of CNC lathes. To utilize the high-accuracy potential of the VUD fuzzy controller, a grating-ruler was used as a sensor to measure the displacement of work pieces. Designing the VUD fuzzy controller involved five steps, i.e., setting up universes of discourse and parameters, selecting membership functions, designing a differential circuit, constructing a base of fuzzy rules, and defining a set of contraction-expansion factors. The method of lookup table was applied to construct the base of fuzzy rule...

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