Tree Physiology Optimization tuning rule for Proportional-Integral control

This paper presents a tuning correlation for Proportional-Integral (PI) controller parameters using Tree Physiology Optimization algorithm (TPO). TPO is a metaheuristic algorithm that has parallel search strategy inspired from plant growth system. The parallel search is referred to the plant branche...

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Main Authors: Halim, A.H., Ismail, I.
Format: Article
Published: EDP Sciences 2017
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85033221236&doi=10.1051%2fmatecconf%2f201713103018&partnerID=40&md5=1a6e41d8d8a0a8fe3a3525e3de58e9ea
http://eprints.utp.edu.my/19953/
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spelling my.utp.eprints.199532018-04-22T14:27:20Z Tree Physiology Optimization tuning rule for Proportional-Integral control Halim, A.H. Ismail, I. This paper presents a tuning correlation for Proportional-Integral (PI) controller parameters using Tree Physiology Optimization algorithm (TPO). TPO is a metaheuristic algorithm that has parallel search strategy inspired from plant growth system. The parallel search is referred to the plant branches and leaves that able to diversify the search space and therefore finding promising results in much faster iterations. The exploration is amplified from roots growth counterparts. In the proposed method, a tuning correlation of PI-controller using TPO is established and the performances of correlated parameters are compared with Ciancone correlation. The idea of correlation tuning is to reduce the optimization time consumption and engineering efforts in controller tuning. The results shown that the tuning correlation of TPO is able to find good PI parameters with lesser error. © The authors, published by EDP Sciences, 2017. EDP Sciences 2017 Article PeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85033221236&doi=10.1051%2fmatecconf%2f201713103018&partnerID=40&md5=1a6e41d8d8a0a8fe3a3525e3de58e9ea Halim, A.H. and Ismail, I. (2017) Tree Physiology Optimization tuning rule for Proportional-Integral control. MATEC Web of Conferences, 131 . http://eprints.utp.edu.my/19953/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description This paper presents a tuning correlation for Proportional-Integral (PI) controller parameters using Tree Physiology Optimization algorithm (TPO). TPO is a metaheuristic algorithm that has parallel search strategy inspired from plant growth system. The parallel search is referred to the plant branches and leaves that able to diversify the search space and therefore finding promising results in much faster iterations. The exploration is amplified from roots growth counterparts. In the proposed method, a tuning correlation of PI-controller using TPO is established and the performances of correlated parameters are compared with Ciancone correlation. The idea of correlation tuning is to reduce the optimization time consumption and engineering efforts in controller tuning. The results shown that the tuning correlation of TPO is able to find good PI parameters with lesser error. © The authors, published by EDP Sciences, 2017.
format Article
author Halim, A.H.
Ismail, I.
spellingShingle Halim, A.H.
Ismail, I.
Tree Physiology Optimization tuning rule for Proportional-Integral control
author_facet Halim, A.H.
Ismail, I.
author_sort Halim, A.H.
title Tree Physiology Optimization tuning rule for Proportional-Integral control
title_short Tree Physiology Optimization tuning rule for Proportional-Integral control
title_full Tree Physiology Optimization tuning rule for Proportional-Integral control
title_fullStr Tree Physiology Optimization tuning rule for Proportional-Integral control
title_full_unstemmed Tree Physiology Optimization tuning rule for Proportional-Integral control
title_sort tree physiology optimization tuning rule for proportional-integral control
publisher EDP Sciences
publishDate 2017
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85033221236&doi=10.1051%2fmatecconf%2f201713103018&partnerID=40&md5=1a6e41d8d8a0a8fe3a3525e3de58e9ea
http://eprints.utp.edu.my/19953/
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