Comparison of Arx and Armax Model for Thermoelectric Refrigerator

System identification is a procedure to characterize the dynamic behavior of a system, a system component based on measured data. This paper presents a study of the modeling and parameter identification of a refrigerator process by using the mathematical black- box modeling technique- ARX and ARMAX...

Full description

Bibliographic Details
Main Authors:	M., Saifizi, M. Z., Ab Muin, Sazali, Yaacob, M. S., Mohamad
Format:	Conference or Workshop Item
Language:	English
Published:	2013
Subjects:	TJ Mechanical engineering and machinery
Online Access:	http://umpir.ump.edu.my/id/eprint/4169/ http://umpir.ump.edu.my/id/eprint/4169/1/P338.pdf

id	ump-4169
recordtype	eprints
spelling	ump-41692016-06-14T02:46:37Z http://umpir.ump.edu.my/id/eprint/4169/ Comparison of Arx and Armax Model for Thermoelectric Refrigerator M., Saifizi M. Z., Ab Muin Sazali, Yaacob M. S., Mohamad TJ Mechanical engineering and machinery System identification is a procedure to characterize the dynamic behavior of a system, a system component based on measured data. This paper presents a study of the modeling and parameter identification of a refrigerator process by using the mathematical black- box modeling technique- ARX and ARMAX structure. A general ARX and ARMAX structure has been constructed for usual thermoelectric refrigerator systems and the Recursive Least Square (RLS) process is used for model parameters identification. The capabilities of the model constructed compared with that of ARX and ARMAX model. Several compositions of ARX and ARMAX orders and forgetting factor are analyzed for thermoelectric air-conditioning model to examine the optimal adjustments that improve their efficiency of PID controller. 2013-07-01 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/4169/1/P338.pdf M., Saifizi and M. Z., Ab Muin and Sazali, Yaacob and M. S., Mohamad (2013) Comparison of Arx and Armax Model for Thermoelectric Refrigerator. In: International Conference on Mechanical Engineering Research (ICMER2013), 1-3 July 2013 , Bukit Gambang Resort City, Kuantan, Pahang, Malaysia. pp. 1-10..
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TJ Mechanical engineering and machinery
spellingShingle	TJ Mechanical engineering and machinery M., Saifizi M. Z., Ab Muin Sazali, Yaacob M. S., Mohamad Comparison of Arx and Armax Model for Thermoelectric Refrigerator
description	System identification is a procedure to characterize the dynamic behavior of a system, a system component based on measured data. This paper presents a study of the modeling and parameter identification of a refrigerator process by using the mathematical black- box modeling technique- ARX and ARMAX structure. A general ARX and ARMAX structure has been constructed for usual thermoelectric refrigerator systems and the Recursive Least Square (RLS) process is used for model parameters identification. The capabilities of the model constructed compared with that of ARX and ARMAX model. Several compositions of ARX and ARMAX orders and forgetting factor are analyzed for thermoelectric air-conditioning model to examine the optimal adjustments that improve their efficiency of PID controller.
format	Conference or Workshop Item
author	M., Saifizi M. Z., Ab Muin Sazali, Yaacob M. S., Mohamad
author_facet	M., Saifizi M. Z., Ab Muin Sazali, Yaacob M. S., Mohamad
author_sort	M., Saifizi
title	Comparison of Arx and Armax Model for Thermoelectric Refrigerator
title_short	Comparison of Arx and Armax Model for Thermoelectric Refrigerator
title_full	Comparison of Arx and Armax Model for Thermoelectric Refrigerator
title_fullStr	Comparison of Arx and Armax Model for Thermoelectric Refrigerator
title_full_unstemmed	Comparison of Arx and Armax Model for Thermoelectric Refrigerator
title_sort	comparison of arx and armax model for thermoelectric refrigerator
publishDate	2013
url	http://umpir.ump.edu.my/id/eprint/4169/ http://umpir.ump.edu.my/id/eprint/4169/1/P338.pdf
first_indexed	2023-09-18T21:58:38Z
last_indexed	2023-09-18T21:58:38Z
_version_	1777414248697167872

Comparison of Arx and Armax Model for Thermoelectric Refrigerator

Similar Items