Input shaping predictive functional control for different types of challenging dynamics processes

Predictive functional control (PFC) is a fast and effective controller that is widely used for processes with simple dynamics. This paper proposes some techniques for improving its reliability when applied to systems with more challenging dynamics, such as those with open-loop unstable poles, oscill...

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Main Authors: Abdullah, Muhammad, Rossiter, John Anthony
Format: Article
Language:English
English
English
Published: Multidisciplinary Digital Publishing Institute (MDPI) 2018
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Online Access:http://irep.iium.edu.my/75672/1/2018_Input%20Shaping%20Predictive%20Functional%20Control%20for%20Different%20Types%20of%20Challenging%20Dynamics%20Processes.pdf
http://irep.iium.edu.my/75672/7/75672_Input%20Shaping%20Predictive%20Functional%20Control_scopus.pdf
http://irep.iium.edu.my/75672/8/75672_Input%20Shaping%20Predictive%20Functional%20Control_wos.pdf
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spelling my.iium.irep.756722019-12-02T04:51:46Z http://irep.iium.edu.my/75672/ Input shaping predictive functional control for different types of challenging dynamics processes Abdullah, Muhammad Rossiter, John Anthony TJ212 Control engineering Predictive functional control (PFC) is a fast and effective controller that is widely used for processes with simple dynamics. This paper proposes some techniques for improving its reliability when applied to systems with more challenging dynamics, such as those with open-loop unstable poles, oscillatory modes, or integrating modes. One historica0l proposal considered is to eliminate or cancel the undesirable poles via input shaping of the predictions, but this approach is shown to sometimes result in relatively poor performance. Consequently, this paper proposes to shape these poles, rather than cancelling them, to further enhance the tuning, feasibility, and stability properties of PFC. The proposed modification is analysed and evaluated on several numerical examples and also a hardware application. Multidisciplinary Digital Publishing Institute (MDPI) 2018-08-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/75672/1/2018_Input%20Shaping%20Predictive%20Functional%20Control%20for%20Different%20Types%20of%20Challenging%20Dynamics%20Processes.pdf application/pdf en http://irep.iium.edu.my/75672/7/75672_Input%20Shaping%20Predictive%20Functional%20Control_scopus.pdf application/pdf en http://irep.iium.edu.my/75672/8/75672_Input%20Shaping%20Predictive%20Functional%20Control_wos.pdf Abdullah, Muhammad and Rossiter, John Anthony (2018) Input shaping predictive functional control for different types of challenging dynamics processes. Processes, 6 (8). pp. 1-18. ISSN 2227-9717 https://www.mdpi.com/2227-9717/6/8/118 10.3390/pr6080118
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
English
topic TJ212 Control engineering
spellingShingle TJ212 Control engineering
Abdullah, Muhammad
Rossiter, John Anthony
Input shaping predictive functional control for different types of challenging dynamics processes
description Predictive functional control (PFC) is a fast and effective controller that is widely used for processes with simple dynamics. This paper proposes some techniques for improving its reliability when applied to systems with more challenging dynamics, such as those with open-loop unstable poles, oscillatory modes, or integrating modes. One historica0l proposal considered is to eliminate or cancel the undesirable poles via input shaping of the predictions, but this approach is shown to sometimes result in relatively poor performance. Consequently, this paper proposes to shape these poles, rather than cancelling them, to further enhance the tuning, feasibility, and stability properties of PFC. The proposed modification is analysed and evaluated on several numerical examples and also a hardware application.
format Article
author Abdullah, Muhammad
Rossiter, John Anthony
author_facet Abdullah, Muhammad
Rossiter, John Anthony
author_sort Abdullah, Muhammad
title Input shaping predictive functional control for different types of challenging dynamics processes
title_short Input shaping predictive functional control for different types of challenging dynamics processes
title_full Input shaping predictive functional control for different types of challenging dynamics processes
title_fullStr Input shaping predictive functional control for different types of challenging dynamics processes
title_full_unstemmed Input shaping predictive functional control for different types of challenging dynamics processes
title_sort input shaping predictive functional control for different types of challenging dynamics processes
publisher Multidisciplinary Digital Publishing Institute (MDPI)
publishDate 2018
url http://irep.iium.edu.my/75672/1/2018_Input%20Shaping%20Predictive%20Functional%20Control%20for%20Different%20Types%20of%20Challenging%20Dynamics%20Processes.pdf
http://irep.iium.edu.my/75672/7/75672_Input%20Shaping%20Predictive%20Functional%20Control_scopus.pdf
http://irep.iium.edu.my/75672/8/75672_Input%20Shaping%20Predictive%20Functional%20Control_wos.pdf
http://irep.iium.edu.my/75672/
https://www.mdpi.com/2227-9717/6/8/118
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score 13.211869