Fuzzy PID Feedback Control of Piezoelectric Actuator with Feedforward Compensation

Piezoelectric actuator is widely used in the field of micro/nanopositioning. However, piezoelectric hysteresis introduces nonlinearity to the system, which is the major obstacle to achieve a precise positioning. In this paper, the Preisach model is employed to describe the hysteresis characteristic...

Full description

Bibliographic Details
Main Authors: Ziqiang Chi, Minping Jia, Qingsong Xu
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2014/107184
id doaj-f1076afba51142ae8810aeda277ea080
record_format Article
spelling doaj-f1076afba51142ae8810aeda277ea0802020-11-24T22:36:21ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472014-01-01201410.1155/2014/107184107184Fuzzy PID Feedback Control of Piezoelectric Actuator with Feedforward CompensationZiqiang Chi0Minping Jia1Qingsong Xu2Department of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, Taipa, MacauSchool of Mechanical Engineering, Southeast University, Nanjing 211189, ChinaDepartment of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, Taipa, MacauPiezoelectric actuator is widely used in the field of micro/nanopositioning. However, piezoelectric hysteresis introduces nonlinearity to the system, which is the major obstacle to achieve a precise positioning. In this paper, the Preisach model is employed to describe the hysteresis characteristic of piezoelectric actuator and an inverse Preisach model is developed to construct a feedforward controller. Considering that the analytical expression of inverse Preisach model is difficult to derive and not suitable for practical application, a digital inverse model is established based on the input and output data of a piezoelectric actuator. Moreover, to mitigate the compensation error of the feedforward control, a feedback control scheme is implemented using different types of control algorithms in terms of PID control, fuzzy control, and fuzzy PID control. Extensive simulation studies are carried out using the three kinds of control systems. Comparative investigation reveals that the fuzzy PID control system with feedforward compensation is capable of providing quicker response and better control accuracy than the other two ones. It provides a promising way of precision control for piezoelectric actuator.http://dx.doi.org/10.1155/2014/107184
collection DOAJ
language English
format Article
sources DOAJ
author Ziqiang Chi
Minping Jia
Qingsong Xu
spellingShingle Ziqiang Chi
Minping Jia
Qingsong Xu
Fuzzy PID Feedback Control of Piezoelectric Actuator with Feedforward Compensation
Mathematical Problems in Engineering
author_facet Ziqiang Chi
Minping Jia
Qingsong Xu
author_sort Ziqiang Chi
title Fuzzy PID Feedback Control of Piezoelectric Actuator with Feedforward Compensation
title_short Fuzzy PID Feedback Control of Piezoelectric Actuator with Feedforward Compensation
title_full Fuzzy PID Feedback Control of Piezoelectric Actuator with Feedforward Compensation
title_fullStr Fuzzy PID Feedback Control of Piezoelectric Actuator with Feedforward Compensation
title_full_unstemmed Fuzzy PID Feedback Control of Piezoelectric Actuator with Feedforward Compensation
title_sort fuzzy pid feedback control of piezoelectric actuator with feedforward compensation
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2014-01-01
description Piezoelectric actuator is widely used in the field of micro/nanopositioning. However, piezoelectric hysteresis introduces nonlinearity to the system, which is the major obstacle to achieve a precise positioning. In this paper, the Preisach model is employed to describe the hysteresis characteristic of piezoelectric actuator and an inverse Preisach model is developed to construct a feedforward controller. Considering that the analytical expression of inverse Preisach model is difficult to derive and not suitable for practical application, a digital inverse model is established based on the input and output data of a piezoelectric actuator. Moreover, to mitigate the compensation error of the feedforward control, a feedback control scheme is implemented using different types of control algorithms in terms of PID control, fuzzy control, and fuzzy PID control. Extensive simulation studies are carried out using the three kinds of control systems. Comparative investigation reveals that the fuzzy PID control system with feedforward compensation is capable of providing quicker response and better control accuracy than the other two ones. It provides a promising way of precision control for piezoelectric actuator.
url http://dx.doi.org/10.1155/2014/107184
work_keys_str_mv AT ziqiangchi fuzzypidfeedbackcontrolofpiezoelectricactuatorwithfeedforwardcompensation
AT minpingjia fuzzypidfeedbackcontrolofpiezoelectricactuatorwithfeedforwardcompensation
AT qingsongxu fuzzypidfeedbackcontrolofpiezoelectricactuatorwithfeedforwardcompensation
_version_ 1725720737524744192