Utilising laguerre function in predictive functional control to ensure prediction consistency

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...

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Bibliographic Details
Main Authors: Abdullah, Muhammad, Rossiter, John Anthony
Format: Conference or Workshop Item
Language:English
English
Published: IEEE 2016
Subjects:
TJ212 Control engineering
Online Access: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
id iium-71559
recordtype eprints
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 Conference or Workshop Item 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
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
English
topic TJ212 Control engineering
spellingShingle TJ212 Control engineering
Abdullah, Muhammad
Rossiter, John Anthony
Utilising laguerre function in predictive functional control to ensure prediction consistency
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.
format Conference or Workshop Item
author Abdullah, Muhammad
Rossiter, John Anthony
author_facet Abdullah, Muhammad
Rossiter, John Anthony
author_sort Abdullah, Muhammad
title 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_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_sort utilising laguerre function in predictive functional control to ensure prediction consistency
publisher IEEE
publishDate 2016
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
first_indexed 2023-09-18T21:41:27Z
last_indexed 2023-09-18T21:41:27Z
_version_ 1777413167799861248

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