Keywords: Clustering methods
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Journal Articles

Classification and fault diagnosis of power transformers with dissolved gas analysis using improved clustering methods

Nasser Kianimehr, Hamed Zeinoddini-Meymand, Farhad Shahnia
Journal: COMPEL - The international journal for computation and mathematics in electrical and electronic engineering
COMPEL (2025) 44 (1): 50–66.
https://doi.org/10.1108/COMPEL-06-2024-0250
Published: 24 December 2024
... clustering methods are used for clustering, and the support vector machine (SVM) method is used for classification of different types of faults in ‎power ‎transformers. The performance of K-means and SVM methods is improved by using the Grasshopper Optimization Algorithm (GOA). The efficiency of the proposed...
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