Utilising laguerre function in predictive functional control to ensure prediction consistency
This work proposes the use of Laguerre function in Predictive Functional Control (PFC) to produce well-posed decision making. The constant control input assumption of a classical PFC is replaced with the Laguerre polynomial and the steady state input of a system. With this slight modification, bett...
| Main Authors: | , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE
2016
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/71559/ http://irep.iium.edu.my/71559/7/71559%20Utilising%20Laguerre%20Function.pdf http://irep.iium.edu.my/71559/8/71559%20Utilising%20Laguerre%20Function%20SCOPUS.pdf |
| _version_ | 1848787469436190720 |
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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 | This work proposes the use of Laguerre function in Predictive Functional Control (PFC) to produce well-posed
decision making. The constant control input assumption of a classical PFC is replaced with the Laguerre polynomial and the steady state input of a system. With this slight modification, better consistency between model predictions and an actual system behaviour is achieved. In addition, the effectiveness of desired closed-loop time constant as PFC tuning parameter becomes more significant. The coding and tuning processes of the proposed approach are very straightforward and in line with the key selling points of PFC. |
| first_indexed | 2025-11-14T17:25:26Z |
| format | Proceeding Paper |
| id | iium-71559 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:25:26Z |
| publishDate | 2016 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-715592019-07-05T07:43:31Z http://irep.iium.edu.my/71559/ Utilising laguerre function in predictive functional control to ensure prediction consistency Abdullah, Muhammad Rossiter, John Anthony TJ212 Control engineering This work proposes the use of Laguerre function in Predictive Functional Control (PFC) to produce well-posed decision making. The constant control input assumption of a classical PFC is replaced with the Laguerre polynomial and the steady state input of a system. With this slight modification, better consistency between model predictions and an actual system behaviour is achieved. In addition, the effectiveness of desired closed-loop time constant as PFC tuning parameter becomes more significant. The coding and tuning processes of the proposed approach are very straightforward and in line with the key selling points of PFC. IEEE 2016-11-10 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/71559/7/71559%20Utilising%20Laguerre%20Function.pdf application/pdf en http://irep.iium.edu.my/71559/8/71559%20Utilising%20Laguerre%20Function%20SCOPUS.pdf Abdullah, Muhammad and Rossiter, John Anthony (2016) Utilising laguerre function in predictive functional control to ensure prediction consistency. In: 2016 UKACC 11th International Conference on Control (CONTROL), 31st August-2nd September 2016, Belfast, Northern Ireland, UK. https://ieeexplore.ieee.org/abstract/document/7737639 10.1109/CONTROL.2016.7737639 |
| spellingShingle | TJ212 Control engineering Abdullah, Muhammad Rossiter, John Anthony Utilising laguerre function in predictive functional control to ensure prediction consistency |
| title | Utilising laguerre function in predictive functional control to ensure prediction consistency |
| title_full | Utilising laguerre function in predictive functional control to ensure prediction consistency |
| title_fullStr | Utilising laguerre function in predictive functional control to ensure prediction consistency |
| title_full_unstemmed | Utilising laguerre function in predictive functional control to ensure prediction consistency |
| title_short | Utilising laguerre function in predictive functional control to ensure prediction consistency |
| title_sort | utilising laguerre function in predictive functional control to ensure prediction consistency |
| topic | TJ212 Control engineering |
| url | http://irep.iium.edu.my/71559/ http://irep.iium.edu.my/71559/ http://irep.iium.edu.my/71559/ http://irep.iium.edu.my/71559/7/71559%20Utilising%20Laguerre%20Function.pdf http://irep.iium.edu.my/71559/8/71559%20Utilising%20Laguerre%20Function%20SCOPUS.pdf |