Compensation control strategy of hybrid driven three-dimensional elliptical vibration assisted cutting system based on piezoelectric hysteresis model

被引:0
|
作者
Lu, Mingming [1 ]
Liu, Yuyang [1 ]
Fu, Xifeng [1 ]
Lin, Jieqiong [1 ]
Zhou, Jiakang [2 ,3 ]
Du, Yongsheng [1 ,4 ]
Hao, Zhaopeng [1 ]
机构
[1] Changchun Univ Technol, Sch Mechatron Engn, Changchun, Peoples R China
[2] Weifang Univ, Sch Machinery & Automat, Weifang, Peoples R China
[3] Weifang Univ, Sch Machinery & Automat, 5147 Dongfeng East St, Weifang 261061, Peoples R China
[4] Changchun Univ Technol, Sch Mechatron Engn, Key Lab Micro Nano & Ultraprecis Mfg Jilin Prov, Changchun 130012, Peoples R China
来源
MEASUREMENT & CONTROL | 2024年 / 57卷 / 03期
关键词
Three-dimensional elliptical vibration cutting; hysteresis nonlinearity; Bouc-Wen model; improved flower pollination algorithm; compound controller; NONLINEAR MULTIAGENT SYSTEMS; SURFACE-TOPOGRAPHY; ALGORITHM; CONSENSUS;
D O I
10.1177/00202940231201885
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Three-dimensional elliptical vibration assisted cutting (3D-EVC) technology has been widely used in many high-precision technical fields due to its high-efficiency processing characteristics. However, the hysteresis and nonlinearity caused by the piezoelectric drive in the 3D-EVC system will impact the system control accuracy. This paper mainly studies the hysteresis and nonlinearity of the system, the feedforward-gray predicted fuzzy PID compound controller based on the generalized Bouc-Wen hysteresis nonlinear model and it is designed to realize the hysteresis compensation of the system. In this paper, input voltage and output displacement are represented by a mathematical relationship, and this relationship of the 3D-EVC system will be described by the generalized Bouc-Wen model. The improved flower pollination algorithm (IFPASO) is adopted in the identification process of parameters. A compound control strategy is formed based on traditional feed-forward control combined with fuzzy PID feedback control to compensate for hysteresis and nonlinearity, and an improved gray prediction model is introduced into the feedback loop. The 3D-EVC system tracking experiment verifies the effectiveness of the designed compound controller. Experiments have proved that the hysteresis component of the system is significantly reduced after the use of the compound controller for hysteresis compensation, and the system has a higher degree of stability.
引用
收藏
页码:319 / 329
页数:11
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