Thermocouple identification using k-means cluster analysis
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Project Budget₹600 - ₹1500 INR
MY PROJECT IS BASED ON MATLAB. MY PROJECT TITLE IS
"Type Identification of Unknown Thermocouple using intelligent techniques"
Research paper is attached.
The work already done:
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 principal component analysis is applied to this feature matrix to reduce the dimension of feature variables.
The outcome of this PCA is PCA score data.
From the score plot and minimum distance classification method the similarity of the unknown type to any of the known class types is determined.
The work to be done:
Implementing this paper using k-means cluster analysis algorithm
I request your team to write the complete code in Matlab for cluster analysis of emf vs temperature data (contact me for the matrix) and compare an unknown thermocouple reading with known values and identify it
Suggest any other intelligent technique for identification if known to you.................
Contact for further details
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