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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| Format: | Article |
| Language: | English English English |
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Multidisciplinary Digital Publishing Institute (MDPI)
2018
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| Online Access: | http://irep.iium.edu.my/75672/ 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 |
| _version_ | 1848788165570068480 |
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| author | Abdullah, Muhammad Rossiter, John Anthony |
| author_facet | Abdullah, Muhammad Rossiter, John Anthony |
| author_sort | Abdullah, Muhammad |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T17:36:29Z |
| format | Article |
| id | iium-75672 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English English |
| last_indexed | 2025-11-14T17:36:29Z |
| publishDate | 2018 |
| publisher | Multidisciplinary Digital Publishing Institute (MDPI) |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-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 |
| spellingShingle | TJ212 Control engineering Abdullah, Muhammad Rossiter, John Anthony Input shaping predictive functional control for different types of challenging dynamics processes |
| title | 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_short | 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 |
| topic | TJ212 Control engineering |
| url | http://irep.iium.edu.my/75672/ http://irep.iium.edu.my/75672/ http://irep.iium.edu.my/75672/ 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 |