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...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2013
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/4169/ http://umpir.ump.edu.my/id/eprint/4169/1/P338.pdf |
| _version_ | 1848817339123892224 |
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| 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 |
| building | UMP Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T01:20:11Z |
| format | Conference or Workshop Item |
| id | ump-4169 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:20:11Z |
| publishDate | 2013 |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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.. (Published) |
| 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 |
| title | 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_short | Comparison of Arx and Armax Model for Thermoelectric Refrigerator |
| title_sort | comparison of arx and armax model for thermoelectric refrigerator |
| topic | TJ Mechanical engineering and machinery |
| url | http://umpir.ump.edu.my/id/eprint/4169/ http://umpir.ump.edu.my/id/eprint/4169/1/P338.pdf |