An Overview of Data Mining Techniques Applied to Power Systems (original) (raw)
Transmission line fault classification using Hidden Markov Models
Marcia Homci
IEEE Access
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A Framework for Evaluating Automatic Classification of Underlying Causes of Disturbances and Its Application to Short-Circuit Faults
Jefferson Morais
2010
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An experimental evaluation of automatic classification of sequences representing short circuits in transmission lines
Ppgeaa Antrópicos
2007
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Analysis of sequences of events for the characterisation of faults in power systems
Oscar Quiroga
2012
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A Fast Fault Classification Technique for Power Systems
Hassan Nouri
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Innovative applications of diagnosis, forecasting, pattern recognition and knowledge discovery in power systems
Eduardo Morales
2009 IEEE Power & Energy Society General Meeting, 2009
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Comparative Analysis Of Classification Techniques Used In Machine Learning As Applied On A Three Phase Long Transmission Line System For Fault Prediction Using Python
Anjan Kumar Sahoo
2021
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Machine Learning Approaches for Power Transmission Lines Fault Classification: A Systematic Review
Biobele Alexander Wokoma
Journal of Advanced Research in Artificial Intelligence & It's Applications, 2024
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Power System Fault Data and Time Series
Srete Nikolovski, Marinko Stojkov
Probabilistic Safety Assessment and Management, 2004
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Performance Analysis of Machine Learning Classifiers for Fault Type Classification in Multi-Bus Power Systems
Md Ata Ullah
HELIX
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Modeling and Recognition of Smart Grid Faults by a Combined Approach of Dissimilarity Measures and One-Class Classification
Antonello Rizzi
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CLASSIFICATION OF SHORT DURATION FAULTS (VOLTAGE SAGS) IN TRANSMISSION AND DISTRIBUTION POWER SYSTEMS
Magda Mora
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Regression and classifier of real-time fault data using non-linear autoregressive exogenous model (NARX analysis) and comparing with Python tool
Gyanesh Singh
TARU Journal of Computer Dynamics & Technological Advances
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Data Mining Fault Information Reports for Prediction
Ramesh Rayudu
archive.itee.uq.edu.au
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A new intelligent scheme for power system faults detection and classification: A hybrid technique
gopinath singaram
International Journal of Numerical Modelling-electronic Networks Devices and Fields, 2020
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Hierarchical Agglomerative Clustering of Short-Circuit Faults in Transmission Lines
Ppgeaa Antrópicos
2008
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Real-time multi-state classification of short-term voltage stability based on multivariate time series machine learning
Graciela Colome
International Journal of Electrical Power & Energy Systems, 2019
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Fault detection and other time series opportunities in the petroleum industry
Roar Nybø
Neurocomputing, 2010
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Using machine learning algorithms for classifying transmission line faults
TUBA TANYILDIZI AĞIR
DÜMF Mühendislik Dergisi
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Early fault identification for operating circuit breaker based on classifier model system
Indonesian Journal of Electrical Engineering and Computer Science
Indonesian Journal of Electrical Engineering and Computer Science, 2022
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Multi-stage fault warning for large electric grids using anomaly detection and machine learning
Sanjeev Raja
Mathematics for Application, 2020
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Transmission Line Fault Classification of Multi-Dataset Using CatBoost Classifier
Vin Ogar
Signals
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Statistical decision-tree based fault classification scheme for protection of power transmission lines
Chandra Gupta
International Journal of Electrical Power & Energy Systems, 2012
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Modeling and recognition of smart grid faults by a combined approach of dissimilarity learning and one-class classification
Alireza Sadeghian
Neurocomputing, 2015
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The Characterisation and Automatic Classification of Transmission Line Faults: PhD Thesis
Ulrich Minnaar
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AN EFFICIENT FAULT ZONE IDENTIFICATION OF BUS SYSTEM IN DATA MINING TECHNIQUE
Thangalakshmi Prakash
INTERNATIONAL JOURNAL OF SCIENCE AND INNOVATIVE ENGINEERING & TECHNOLOGY, 2015
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Algorithms for Electrical Power Time Series Classification and Clustering
Emanuele Ciapessoni
2018
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Power system fault detection and classification using probabilistic approach
Waldemar Rebizant
European Transactions on Electrical Power, 1999
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Power System Fault Prediction Using Artificial Neural Networks
aregawi hiwot
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ANALYSIS AND COMPARISON OF MACHINE LEARNING APPROACHES FOR TRANSMISSION LINE FAULT PREDICTION IN POWER SYSTEMS 1
Journal of Research in Engineering and Applied Sciences by Yeshwantrao Chavan College of Engineering, Nagpur
Journal of Research in Engineering and Applied Sciences, 2021
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