A soft calibration technique for thermistor using support vector machine

K. V. Santhosh, B. K. Roy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper aims at designing an calibration technique for temperature measurement using support vector machine. The objectives of the present work are: (i) to extend the linearity range of measurement to 100% of input range, and (ii) to make measurement technique adaptive to variations in physical parameters of thermistor like reference resistance and temperature coefficient. Support vector machine (SVM) is trained to achieve the proposed objectives. The proposed measurement technique is tested considering variations in physical parameters of thermistor like reference resistance (Ro) and temperature coefficient. Results show that the proposed intelligent technique has fulfilled the set objectives.

Original languageEnglish
Title of host publicationProceedings of the 3rd International Conference on Soft Computing for Problem Solving, SocProS 2013
PublisherSpringer Verlag
Pages297-306
Number of pages10
Volume258
ISBN (Electronic)9788132217701
DOIs
Publication statusPublished - 2014
Event3rd International Conference on Soft Computing for Problem Solving, SocProS 2013 - Roorkee, India
Duration: 26-12-201328-12-2013

Publication series

NameAdvances in Intelligent Systems and Computing
Volume258
ISSN (Print)2194-5357

Conference

Conference3rd International Conference on Soft Computing for Problem Solving, SocProS 2013
CountryIndia
CityRoorkee
Period26-12-1328-12-13

Fingerprint

Thermistors
Support vector machines
Calibration
Temperature measurement
Temperature

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Computer Science(all)

Cite this

Santhosh, K. V., & Roy, B. K. (2014). A soft calibration technique for thermistor using support vector machine. In Proceedings of the 3rd International Conference on Soft Computing for Problem Solving, SocProS 2013 (Vol. 258, pp. 297-306). (Advances in Intelligent Systems and Computing; Vol. 258). Springer Verlag. https://doi.org/10.1007/978-81-322-1771-8_26
Santhosh, K. V. ; Roy, B. K. / A soft calibration technique for thermistor using support vector machine. Proceedings of the 3rd International Conference on Soft Computing for Problem Solving, SocProS 2013. Vol. 258 Springer Verlag, 2014. pp. 297-306 (Advances in Intelligent Systems and Computing).
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Santhosh, KV & Roy, BK 2014, A soft calibration technique for thermistor using support vector machine. in Proceedings of the 3rd International Conference on Soft Computing for Problem Solving, SocProS 2013. vol. 258, Advances in Intelligent Systems and Computing, vol. 258, Springer Verlag, pp. 297-306, 3rd International Conference on Soft Computing for Problem Solving, SocProS 2013, Roorkee, India, 26-12-13. https://doi.org/10.1007/978-81-322-1771-8_26

A soft calibration technique for thermistor using support vector machine. / Santhosh, K. V.; Roy, B. K.

Proceedings of the 3rd International Conference on Soft Computing for Problem Solving, SocProS 2013. Vol. 258 Springer Verlag, 2014. p. 297-306 (Advances in Intelligent Systems and Computing; Vol. 258).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Santhosh KV, Roy BK. A soft calibration technique for thermistor using support vector machine. In Proceedings of the 3rd International Conference on Soft Computing for Problem Solving, SocProS 2013. Vol. 258. Springer Verlag. 2014. p. 297-306. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-81-322-1771-8_26