Iterative Tuning of Feedforward Controller with Precise Time-Delay Compensation for Precision Motion System

The accuracy of feedforward control model including system time-delay significantly affects the position tracking performance in a precision motion system. In this paper, an iterative tuning method for feedforward control with precise time-delay compensation is proposed. First, considering system ti...

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Main Authors: Yixiu Sun, Xiaoqing Li, Ying Luo, Xuedong Chen, Lizhan Zeng
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2020/9391526
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spelling doaj-b261ff836452478691c94d89f2d4bba22020-11-25T04:07:56ZengHindawi LimitedMathematical Problems in Engineering1563-51472020-01-01202010.1155/2020/93915269391526Iterative Tuning of Feedforward Controller with Precise Time-Delay Compensation for Precision Motion SystemYixiu Sun0Xiaoqing Li1Ying Luo2Xuedong Chen3Lizhan Zeng4State Key Laboratory of Digital Manufacturing Equipment and TechnologyState Key Laboratory of Digital Manufacturing Equipment and TechnologyState Key Laboratory of Digital Manufacturing Equipment and TechnologyState Key Laboratory of Digital Manufacturing Equipment and TechnologyState Key Laboratory of Digital Manufacturing Equipment and TechnologyThe accuracy of feedforward control model including system time-delay significantly affects the position tracking performance in a precision motion system. In this paper, an iterative tuning method for feedforward control with precise time-delay compensation is proposed. First, considering system time-delay from actuator, sensor, calculation, and communication in real platform, a feedforward control model with time-delay compensation is established, and a nonlinear objective function with time-delay is designed based on the measured data of a finite time task, to minimize the position tracking error. Second, in order to deal with both the nonlinear objective function and also unknown disturbances and noise in the real system, an optimization strategy combining the Gauss–Newton iterative (GNI) scheme and instrumental variable (IV) is proposed to realize the unbiased estimation of the feedforward parameters and precise delay time. Finally, with the identified feedforward control parameters, the precise system time-delay which is a nonintegral multiple of the sampling period is compensated accurately for the feedforward control with accurate path planning time-shift in the implementation. The effectiveness of the proposed feedforward parameter tuning and precise time-delay compensation scheme is verified by the simulation and also experimental result on a precision motion platform with obvious position tracking performance improvement.http://dx.doi.org/10.1155/2020/9391526
collection DOAJ
language English
format Article
sources DOAJ
author Yixiu Sun
Xiaoqing Li
Ying Luo
Xuedong Chen
Lizhan Zeng
spellingShingle Yixiu Sun
Xiaoqing Li
Ying Luo
Xuedong Chen
Lizhan Zeng
Iterative Tuning of Feedforward Controller with Precise Time-Delay Compensation for Precision Motion System
Mathematical Problems in Engineering
author_facet Yixiu Sun
Xiaoqing Li
Ying Luo
Xuedong Chen
Lizhan Zeng
author_sort Yixiu Sun
title Iterative Tuning of Feedforward Controller with Precise Time-Delay Compensation for Precision Motion System
title_short Iterative Tuning of Feedforward Controller with Precise Time-Delay Compensation for Precision Motion System
title_full Iterative Tuning of Feedforward Controller with Precise Time-Delay Compensation for Precision Motion System
title_fullStr Iterative Tuning of Feedforward Controller with Precise Time-Delay Compensation for Precision Motion System
title_full_unstemmed Iterative Tuning of Feedforward Controller with Precise Time-Delay Compensation for Precision Motion System
title_sort iterative tuning of feedforward controller with precise time-delay compensation for precision motion system
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1563-5147
publishDate 2020-01-01
description The accuracy of feedforward control model including system time-delay significantly affects the position tracking performance in a precision motion system. In this paper, an iterative tuning method for feedforward control with precise time-delay compensation is proposed. First, considering system time-delay from actuator, sensor, calculation, and communication in real platform, a feedforward control model with time-delay compensation is established, and a nonlinear objective function with time-delay is designed based on the measured data of a finite time task, to minimize the position tracking error. Second, in order to deal with both the nonlinear objective function and also unknown disturbances and noise in the real system, an optimization strategy combining the Gauss–Newton iterative (GNI) scheme and instrumental variable (IV) is proposed to realize the unbiased estimation of the feedforward parameters and precise delay time. Finally, with the identified feedforward control parameters, the precise system time-delay which is a nonintegral multiple of the sampling period is compensated accurately for the feedforward control with accurate path planning time-shift in the implementation. The effectiveness of the proposed feedforward parameter tuning and precise time-delay compensation scheme is verified by the simulation and also experimental result on a precision motion platform with obvious position tracking performance improvement.
url http://dx.doi.org/10.1155/2020/9391526
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AT xiaoqingli iterativetuningoffeedforwardcontrollerwithprecisetimedelaycompensationforprecisionmotionsystem
AT yingluo iterativetuningoffeedforwardcontrollerwithprecisetimedelaycompensationforprecisionmotionsystem
AT xuedongchen iterativetuningoffeedforwardcontrollerwithprecisetimedelaycompensationforprecisionmotionsystem
AT lizhanzeng iterativetuningoffeedforwardcontrollerwithprecisetimedelaycompensationforprecisionmotionsystem
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