Contour following control of two-axis servomechanism using CMAC and ILC

Wei Liang Kuo, Wei Lin Chen, Ming-Yang Cheng

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

In addition to positioning control, contour following control is also an important application of two-axis servomechanisms such as X-Y tables. Therefore, the reduction of contour following error so as to improve contour following accuracy is one of the important research topics for two-axis servomechanisms. Generally, the assessment of contour following accuracy is based on two error indices - tracking error and contour error. Although the reduction of tracking error can lead to the improvement of contour following accuracy, many previous studies suggest that contour error is a more crucial indicator than tracking error in contour following applications. As a result, this paper aims at developing a control scheme for contour error reduction so as to improve contour following accuracy. The proposed control scheme consists of a PI type feedback controller, a Cerebellar Model Articulation Control (CMAC) algorithm and an Iterative learning Control (ILC) scheme. In particular, the CMAC is combined with the ILC to compensate for the adverse effects due to external disturbance and nonlinear phenomenon. Experimental results verify the effectiveness of the proposed contour following control scheme.

Original languageEnglish
Title of host publicationCACS 2014 - 2014 International Automatic Control Conference, Conference Digest
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages132-137
Number of pages6
ISBN (Electronic)9781479945849
DOIs
Publication statusPublished - 2014 Apr 28
Event2014 International Automatic Control Conference, CACS 2014 - Kaohsiung, Taiwan
Duration: 2014 Nov 262014 Nov 28

Publication series

NameCACS 2014 - 2014 International Automatic Control Conference, Conference Digest

Other

Other2014 International Automatic Control Conference, CACS 2014
CountryTaiwan
CityKaohsiung
Period14-11-2614-11-28

Fingerprint

Servomechanisms
Feedback
Controllers

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering

Cite this

Kuo, W. L., Chen, W. L., & Cheng, M-Y. (2014). Contour following control of two-axis servomechanism using CMAC and ILC. In CACS 2014 - 2014 International Automatic Control Conference, Conference Digest (pp. 132-137). [7097176] (CACS 2014 - 2014 International Automatic Control Conference, Conference Digest). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CACS.2014.7097176
Kuo, Wei Liang ; Chen, Wei Lin ; Cheng, Ming-Yang. / Contour following control of two-axis servomechanism using CMAC and ILC. CACS 2014 - 2014 International Automatic Control Conference, Conference Digest. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 132-137 (CACS 2014 - 2014 International Automatic Control Conference, Conference Digest).
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abstract = "In addition to positioning control, contour following control is also an important application of two-axis servomechanisms such as X-Y tables. Therefore, the reduction of contour following error so as to improve contour following accuracy is one of the important research topics for two-axis servomechanisms. Generally, the assessment of contour following accuracy is based on two error indices - tracking error and contour error. Although the reduction of tracking error can lead to the improvement of contour following accuracy, many previous studies suggest that contour error is a more crucial indicator than tracking error in contour following applications. As a result, this paper aims at developing a control scheme for contour error reduction so as to improve contour following accuracy. The proposed control scheme consists of a PI type feedback controller, a Cerebellar Model Articulation Control (CMAC) algorithm and an Iterative learning Control (ILC) scheme. In particular, the CMAC is combined with the ILC to compensate for the adverse effects due to external disturbance and nonlinear phenomenon. Experimental results verify the effectiveness of the proposed contour following control scheme.",
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Kuo, WL, Chen, WL & Cheng, M-Y 2014, Contour following control of two-axis servomechanism using CMAC and ILC. in CACS 2014 - 2014 International Automatic Control Conference, Conference Digest., 7097176, CACS 2014 - 2014 International Automatic Control Conference, Conference Digest, Institute of Electrical and Electronics Engineers Inc., pp. 132-137, 2014 International Automatic Control Conference, CACS 2014, Kaohsiung, Taiwan, 14-11-26. https://doi.org/10.1109/CACS.2014.7097176

Contour following control of two-axis servomechanism using CMAC and ILC. / Kuo, Wei Liang; Chen, Wei Lin; Cheng, Ming-Yang.

CACS 2014 - 2014 International Automatic Control Conference, Conference Digest. Institute of Electrical and Electronics Engineers Inc., 2014. p. 132-137 7097176 (CACS 2014 - 2014 International Automatic Control Conference, Conference Digest).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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N2 - In addition to positioning control, contour following control is also an important application of two-axis servomechanisms such as X-Y tables. Therefore, the reduction of contour following error so as to improve contour following accuracy is one of the important research topics for two-axis servomechanisms. Generally, the assessment of contour following accuracy is based on two error indices - tracking error and contour error. Although the reduction of tracking error can lead to the improvement of contour following accuracy, many previous studies suggest that contour error is a more crucial indicator than tracking error in contour following applications. As a result, this paper aims at developing a control scheme for contour error reduction so as to improve contour following accuracy. The proposed control scheme consists of a PI type feedback controller, a Cerebellar Model Articulation Control (CMAC) algorithm and an Iterative learning Control (ILC) scheme. In particular, the CMAC is combined with the ILC to compensate for the adverse effects due to external disturbance and nonlinear phenomenon. Experimental results verify the effectiveness of the proposed contour following control scheme.

AB - In addition to positioning control, contour following control is also an important application of two-axis servomechanisms such as X-Y tables. Therefore, the reduction of contour following error so as to improve contour following accuracy is one of the important research topics for two-axis servomechanisms. Generally, the assessment of contour following accuracy is based on two error indices - tracking error and contour error. Although the reduction of tracking error can lead to the improvement of contour following accuracy, many previous studies suggest that contour error is a more crucial indicator than tracking error in contour following applications. As a result, this paper aims at developing a control scheme for contour error reduction so as to improve contour following accuracy. The proposed control scheme consists of a PI type feedback controller, a Cerebellar Model Articulation Control (CMAC) algorithm and an Iterative learning Control (ILC) scheme. In particular, the CMAC is combined with the ILC to compensate for the adverse effects due to external disturbance and nonlinear phenomenon. Experimental results verify the effectiveness of the proposed contour following control scheme.

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Kuo WL, Chen WL, Cheng M-Y. Contour following control of two-axis servomechanism using CMAC and ILC. In CACS 2014 - 2014 International Automatic Control Conference, Conference Digest. Institute of Electrical and Electronics Engineers Inc. 2014. p. 132-137. 7097176. (CACS 2014 - 2014 International Automatic Control Conference, Conference Digest). https://doi.org/10.1109/CACS.2014.7097176