标题:Identification and compensation of friction for a novel two-axis differential micro-feed system
作者:Du, Fuxin; Zhang, Mingyang; Wang, Zhaoguo; Yu, Chen; Feng, Xianying; Li, Peigang
作者机构:[Feng, Xianying; Li, Peigang] Shandong Univ, Sch Mech Engn, 17923 Jingshi Rd, Jinan 250061, Shandong, Peoples R China.; Shandong Univ, Key Lab High 更多
通讯作者:Feng, XY;Li, PG
通讯作者地址:[Feng, XY; Li, PG]Shandong Univ, Sch Mech Engn, 17923 Jingshi Rd, Jinan 250061, Shandong, Peoples R China.
来源:MECHANICAL SYSTEMS AND SIGNAL PROCESSING
出版年:2018
卷:106
页码:453-465
DOI:10.1016/j.ymssp.2018.01.004
关键词:Friction identification; Feed system; Genetic algorithm; LuGre model
摘要:Non-linear friction in a conventional drive feed system (CDFS) feeding at low speed is one of the main factors that lead to the complexity of the feed drive. The CDFS will inevitably enter or approach a non-linear creeping work area at extremely low speed. A novel two axis differential micro-feed system (TDMS) is developed in this paper to overcome the accuracy limitation of CDFS. A dynamic model of TDMS is first established. Then, a novel all-component friction parameter identification method (ACFPIM) using a genetic algorithm (GA) to identify the friction parameters of a TDMS is introduced. The friction parameters of the ball screw and linear motion guides are identified independently using the method, assuring the accurate modelling of friction force at all components. A proportional-derivate feed drive position controller with an observer-based friction compensator is implemented to achieve an accurate trajectory tracking performance. Finally, comparative experiments demonstrate the effectiveness of the TDMS in inhibiting the disadvantageous influence of non-linear friction and the validity of the proposed identification method for TDMS. (C) 2018 Elsevier Ltd. All rights reserved.
收录类别:SCOPUS;SCIE
Scopus被引频次:1
资源类型:期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044846554&doi=10.1016%2fj.ymssp.2018.01.004&partnerID=40&md5=a0b723423751ff8c5744c5c7016517be
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