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.
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
Chen, Zhaoyi
Chen, Yuanrui
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South China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
Chen, Yuanrui
Yan, Zhixing
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South China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
机构:
Bohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China
Bohai Univ, Coll Control Sci & Engn, Jinzhou 121013, Peoples R ChinaBohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China
Cheng, Yan
Niu, Ben
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Shandong Normal Univ, Sch Informat Sci & Engn, Jinan, Peoples R ChinaBohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China
Niu, Ben
Zhao, Xudong
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机构:
Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian, Liaoning, Peoples R ChinaBohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China
Zhao, Xudong
Zong, Guangdeng
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Tiangong Univ, Sch Control Sci & Engn, Tianjin, Peoples R ChinaBohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China
Zong, Guangdeng
Ahmad, Adil M.
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机构:
King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Informat Technol, Commun Syst & Networks Res Grp, Jeddah, Saudi ArabiaBohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
Chen, Zhaoyi
Chen, Yuanrui
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
Chen, Yuanrui
Yan, Zhixing
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
机构:
Bohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China
Bohai Univ, Coll Control Sci & Engn, Jinzhou 121013, Peoples R ChinaBohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China
Cheng, Yan
Niu, Ben
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Normal Univ, Sch Informat Sci & Engn, Jinan, Peoples R ChinaBohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China
Niu, Ben
Zhao, Xudong
论文数: 0引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian, Liaoning, Peoples R ChinaBohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China
Zhao, Xudong
Zong, Guangdeng
论文数: 0引用数: 0
h-index: 0
机构:
Tiangong Univ, Sch Control Sci & Engn, Tianjin, Peoples R ChinaBohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China
Zong, Guangdeng
Ahmad, Adil M.
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Informat Technol, Commun Syst & Networks Res Grp, Jeddah, Saudi ArabiaBohai Univ, Coll Control Sci & Engn, Jinzhou, Peoples R China