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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| Format: | Article |
| Language: | English |
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Maxwell Scientific Organization, 2012
2013
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| Online Access: | http://irep.iium.edu.my/27869/ http://irep.iium.edu.my/27869/4/salmiah_v6-712-719.pdf |
| _version_ | 1848779882088103936 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T15:24:50Z |
| format | Article |
| id | iium-27869 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:24:50Z |
| publishDate | 2013 |
| publisher | Maxwell Scientific Organization, 2012 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-278692022-07-14T03:54:43Z 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) |
| 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 |
| title | 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_short | 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 |
| topic | TJ212 Control engineering |
| url | http://irep.iium.edu.my/27869/ http://irep.iium.edu.my/27869/4/salmiah_v6-712-719.pdf |