Decoupled HVAC system via non-linear decoupling algorithm to control the parameters of humidity and temperature through the adaptive controller

Control methodologies could achieve better comfort conditions of heating, ventilating and air conditioning (HVAC) systems, however, the application of classical controllers is unsatisfactory as HVAC systems are non-linear and the control variables such as temperature and relative humidity (RH) insid...

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Main Authors: Attaran, Seyed Mohammad, Yusof, Rubiyah, Selamat, Hazlina
Format: Article
Published: 2014
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Online Access:http://eprints.utm.my/id/eprint/59678/
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spelling my.utm.596782022-04-26T02:12:03Z http://eprints.utm.my/id/eprint/59678/ Decoupled HVAC system via non-linear decoupling algorithm to control the parameters of humidity and temperature through the adaptive controller Attaran, Seyed Mohammad Yusof, Rubiyah Selamat, Hazlina TK Electrical engineering. Electronics Nuclear engineering Control methodologies could achieve better comfort conditions of heating, ventilating and air conditioning (HVAC) systems, however, the application of classical controllers is unsatisfactory as HVAC systems are non-linear and the control variables such as temperature and relative humidity (RH) inside the thermal zone are coupled. The objective of this study is to implement and simulate adaptive control for decoupled HVAC to control temperature and RH. A non-linear decoupling algorithm is used to decouple the HVAC system and an adaptive controller is applied to control the temperature and RH, and improve the transient response of system. The simulation results show that the adaptive controller performance is superior, as compared with classical PID controller. In addition, the steady state set points for temperature and RH are better reached in a shorter period of time. 2014 Article PeerReviewed Attaran, Seyed Mohammad and Yusof, Rubiyah and Selamat, Hazlina (2014) Decoupled HVAC system via non-linear decoupling algorithm to control the parameters of humidity and temperature through the adaptive controller. International Journal of Scientific & Research Publications, 4 (4). pp. 674-688. ISSN 2250-3153
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Attaran, Seyed Mohammad
Yusof, Rubiyah
Selamat, Hazlina
Decoupled HVAC system via non-linear decoupling algorithm to control the parameters of humidity and temperature through the adaptive controller
description Control methodologies could achieve better comfort conditions of heating, ventilating and air conditioning (HVAC) systems, however, the application of classical controllers is unsatisfactory as HVAC systems are non-linear and the control variables such as temperature and relative humidity (RH) inside the thermal zone are coupled. The objective of this study is to implement and simulate adaptive control for decoupled HVAC to control temperature and RH. A non-linear decoupling algorithm is used to decouple the HVAC system and an adaptive controller is applied to control the temperature and RH, and improve the transient response of system. The simulation results show that the adaptive controller performance is superior, as compared with classical PID controller. In addition, the steady state set points for temperature and RH are better reached in a shorter period of time.
format Article
author Attaran, Seyed Mohammad
Yusof, Rubiyah
Selamat, Hazlina
author_facet Attaran, Seyed Mohammad
Yusof, Rubiyah
Selamat, Hazlina
author_sort Attaran, Seyed Mohammad
title Decoupled HVAC system via non-linear decoupling algorithm to control the parameters of humidity and temperature through the adaptive controller
title_short Decoupled HVAC system via non-linear decoupling algorithm to control the parameters of humidity and temperature through the adaptive controller
title_full Decoupled HVAC system via non-linear decoupling algorithm to control the parameters of humidity and temperature through the adaptive controller
title_fullStr Decoupled HVAC system via non-linear decoupling algorithm to control the parameters of humidity and temperature through the adaptive controller
title_full_unstemmed Decoupled HVAC system via non-linear decoupling algorithm to control the parameters of humidity and temperature through the adaptive controller
title_sort decoupled hvac system via non-linear decoupling algorithm to control the parameters of humidity and temperature through the adaptive controller
publishDate 2014
url http://eprints.utm.my/id/eprint/59678/
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score 13.209306