Fault Location Estimation on Transmission Lines using Neuro-Fuzzy System

Fault Location Estimation on Transmission Lines using Neuro-Fuzzy System

Accurate fault location on transmission line is important in ensuring consistent and reliable operation of the power deliver to long distance destination. Conventional methods for locating fault on transmission lines based on travelling wave and impendence-based methods usually suffer from large err...

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Bibliographic Details
Main Authors: Ahmad, A.R (Author), Ahmad, F. (Author), Balfagih Z. (Author), Halabi W. (Author), Hashim, M.N (Author), Ibrahim, M.N (Author), Ibrahimi T. (Author), Lytras M. (Author), Mustari, M.R (Author), Osman, M.K (Author), Rambo K. (Author), Sarirete A. (Author), Uddin M. (Author), Visvizi A. (Author)
Format: Article
Language:English
Published: Elsevier B.V. 2019
Subjects:
Adaptive network based fuzzy inference system
ANFIS
Conventional methods
Electric fault location
Electric grounding
Electric lines
Expert systems
fault location
Fault location estimation
Feature extraction
Fuzzy expert systems
Fuzzy inference
Fuzzy neural networks
Fuzzy systems
Gaussian distribution
Gaussian noise (electronic)
Gaussian process regression
Intelligent systems
Learning algorithms
linear regression
Linear regression
Location
MATLAB
Mean square error
Phase-to-ground faults
Regression analysis
Single phase to ground faults
transmission line
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