Parametric system identification of thermoelectric cooler for single photon avalanche diode application

The purpose of this study is to model the thermoelectric coolers (TEC) by means of computational intelligence system identification. Thermoelectric coolers are widely used in cooling, maintaining and stabilizing the temperature of the Single photon avalanche diode (SPAD). SPAD is a temperature sensi...

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Main Authors:	Samsuddin , Nurul Izzati, Ahmad, Salmiah, Hasbullah, Nurul Fadzlin, Toha, Siti Fauziah
Format:	Article
Language:	English
Published:	Maxwell Scientific Organization, 2012 2013
Subjects:	TJ212 Control engineering
Online Access:	http://irep.iium.edu.my/27869/ http://irep.iium.edu.my/27869/4/salmiah_v6-712-719.pdf

id	iium-27869
recordtype	eprints
spelling	iium-278692013-09-14T04:03:23Z http://irep.iium.edu.my/27869/ Parametric system identification of thermoelectric cooler for single photon avalanche diode application Samsuddin , Nurul Izzati Ahmad, Salmiah Hasbullah, Nurul Fadzlin Toha, Siti Fauziah TJ212 Control engineering The purpose of this study is to model the thermoelectric coolers (TEC) by means of computational intelligence system identification. Thermoelectric coolers are widely used in cooling, maintaining and stabilizing the temperature of the Single photon avalanche diode (SPAD). SPAD is a temperature sensitive optoelectronic device, where even a slight variation in temperature can cause unstable performance in quantum efficiency, responsitivity and dark counts. However, it is not a simple task to derive a mathematical model for TEC since it varies with the operating condition. In this paper, particle swarm optimization (PSO) was used in order to identify the mathematical model of the multistage TEC (1639733 from Element 14), which encapsulates dynamics of the SPAD, heatsink and components of the cooling heat exchanger. The model was validated by correlation tests, percentage accuracy and also by comparing its time and frequency responses against that of the TEC. It was found that the obtained model has a good representation of the actual system. Maxwell Scientific Organization, 2012 2013-06-20 Article PeerReviewed application/pdf en http://irep.iium.edu.my/27869/4/salmiah_v6-712-719.pdf Samsuddin , Nurul Izzati and Ahmad, Salmiah and Hasbullah, Nurul Fadzlin and Toha, Siti Fauziah (2013) Parametric system identification of thermoelectric cooler for single photon avalanche diode application. Research Journal of Applied Sciences, Engineering and Technology, 6 (4). pp. 712-719. ISSN 2040-7467 (O); 2040-7459 (P)
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TJ212 Control engineering
spellingShingle	TJ212 Control engineering Samsuddin , Nurul Izzati Ahmad, Salmiah Hasbullah, Nurul Fadzlin Toha, Siti Fauziah Parametric system identification of thermoelectric cooler for single photon avalanche diode application
description	The purpose of this study is to model the thermoelectric coolers (TEC) by means of computational intelligence system identification. Thermoelectric coolers are widely used in cooling, maintaining and stabilizing the temperature of the Single photon avalanche diode (SPAD). SPAD is a temperature sensitive optoelectronic device, where even a slight variation in temperature can cause unstable performance in quantum efficiency, responsitivity and dark counts. However, it is not a simple task to derive a mathematical model for TEC since it varies with the operating condition. In this paper, particle swarm optimization (PSO) was used in order to identify the mathematical model of the multistage TEC (1639733 from Element 14), which encapsulates dynamics of the SPAD, heatsink and components of the cooling heat exchanger. The model was validated by correlation tests, percentage accuracy and also by comparing its time and frequency responses against that of the TEC. It was found that the obtained model has a good representation of the actual system.
format	Article
author	Samsuddin , Nurul Izzati Ahmad, Salmiah Hasbullah, Nurul Fadzlin Toha, Siti Fauziah
author_facet	Samsuddin , Nurul Izzati Ahmad, Salmiah Hasbullah, Nurul Fadzlin Toha, Siti Fauziah
author_sort	Samsuddin , Nurul Izzati
title	Parametric system identification of thermoelectric cooler for single photon avalanche diode application
title_short	Parametric system identification of thermoelectric cooler for single photon avalanche diode application
title_full	Parametric system identification of thermoelectric cooler for single photon avalanche diode application
title_fullStr	Parametric system identification of thermoelectric cooler for single photon avalanche diode application
title_full_unstemmed	Parametric system identification of thermoelectric cooler for single photon avalanche diode application
title_sort	parametric system identification of thermoelectric cooler for single photon avalanche diode application
publisher	Maxwell Scientific Organization, 2012
publishDate	2013
url	http://irep.iium.edu.my/27869/ http://irep.iium.edu.my/27869/4/salmiah_v6-712-719.pdf
first_indexed	2023-09-18T20:41:17Z
last_indexed	2023-09-18T20:41:17Z
_version_	1777409382567378944

Parametric system identification of thermoelectric cooler for single photon avalanche diode application

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