Combined Approach Using Clustering-Random Forest to Evaluate Partial Discharge Patterns in Hydro Generators

Combined Approach Using Clustering-Random Forest to Evaluate Partial Discharge Patterns in Hydro Generators

The measurement and analysis of partial discharges (PD) are like medical examinations, such as Electrocardiogram (ECG), in which there are preestablished criteria. However, each patient will present his particularities that will not necessarily imply his condemnation. The consolidated method for PD...

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Bibliographic Details
Main Authors: Ana C. N. Pardauil, Thiago P. Nascimento, Marcelo R. S. Siqueira, Ubiratan H. Bezerra, Werbeston D. Oliveira
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Energies
Subjects:
partial discharges
data-mining techniques
hydro generators
clustering algorithms
random forest
Online Access:https://www.mdpi.com/1996-1073/13/22/5992

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https://www.mdpi.com/1996-1073/13/22/5992

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