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Vol. 114, Issue 3, March 2010, pp. 112-121

 

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Type Identification of Unknown Thermocouple Using Principle Component Analysis

 

1Palash Kundu and 2Gautam Sarkar

1Department of Electrical Engineering, Jadavpur University,

Kolkata-700032, India

2Department of Electrical Engineering, Jadavpur University,

Kolkata-700032, India

E-mail: kundupalash2004@yahoo.co.in, sgautam63@yahoo.com

 

 

Received: 18 January 2010   /Accepted: 22 March 2010   /Published: 29 March 2010

 

Abstract: Here a general method is proposed for type identification of unknown thermocouple. The thermo e.m.f. vs. temperature characteristic data of different known types and unknown type of thermocouple sensors are complied to form feature matrix. The Principle component analysis method is applied to this feature matrix to reduce the dimension of feature variables of each type. The outcome of this PCA is PCA score data of dimensions (n2), where n being the total of types. From the score plot and minimum distance classification method the similarity of the unknown type to any of the known class types is determined.

 

Keywords: PCA, Minimum-distance

 

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