Thermocouple identification using k-means cluster analysis


"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

Habilidades: Extração de Dados, Matemática, Matlab and Mathematica, Estatísticas

Veja mais: types of algorithm analysis, types of algorithm, feature of algorithm, dimension data, different types of algorithm, data sensors, algorithm component, algorithm and analysis, k-means, k+, EMF, data plot, data mining using, Data matrix, cluster, write algorithm project matlab, matlab means project, mathematica data, paper type research paper, compare similarity, data mining using matlab, write matrix, cluster project, data analysis form, algorithm mathematica

Acerca do Empregador:
( 2 comentários ) Kanpur, India

ID do Projeto: #5114251

1 freelancer está oferecendo em média ₹1300 para esse trabalho


I am an Electronics engineer with good experience in matlab. I can do this project but I need help reguarding the cluster algorithm used.

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