A comprehensive overview on signal processing and artificial intelligence techniques applications in classification of power quality disturbances

S Khokhar, AABM Zin, ASB Mokhtar… - … and Sustainable Energy …, 2015 - Elsevier
The increasing trend towards renewable energy sources requires higher power quality (PQ)
at the generation, transmission and distribution systems. The PQ disturbances are produced …

A critical and comprehensive review on power quality disturbance detection and classification

P Khetarpal, MM Tripathi - Sustainable Computing: Informatics and …, 2020 - Elsevier
With an elevating demand and use of power electronics equipment, green energy and the
development of smart grids, power quality disturbance detection and classification holds …

A new optimal feature selection algorithm for classification of power quality disturbances using discrete wavelet transform and probabilistic neural network

S Khokhar, AAM Zin, AP Memon, AS Mokhtar - Measurement, 2017 - Elsevier
Abstract Automatic classification of Power Quality Disturbances (PQDs) is a challenging
concern for both the utility and industry. In this paper, a novel technique of automatic …

Power quality disturbance detection and classification using signal processing and soft computing techniques: A comprehensive review

M Mishra - International transactions on electrical energy …, 2019 - Wiley Online Library
Power quality (PQ) studies have gained huge attention from the academics and the industry
over the past three decades. The main objective of this article is to provide a comprehensive …

Feature extraction and power quality disturbances classification using smart meters signals

FAS Borges, RAS Fernandes, IN Silva… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper presents a methodology aimed at extracting features to obtain information that
will highlight disturbances related to the field of power quality. Due to the concept of smart …

[HTML][HTML] Support vector machine based fault classification and location of a long transmission line

P Ray, DP Mishra - Engineering science and technology, an international …, 2016 - Elsevier
This paper investigates support vector machine based fault type and distance estimation
scheme in a long transmission line. The planned technique uses post fault single cycle …

Detection and classification of multiple power quality disturbances in Microgrid network using probabilistic based intelligent classifier

ST Suganthi, A Vinayagam, V Veerasamy… - Sustainable Energy …, 2021 - Elsevier
Microgrid (MG) networks have evolved as reliable power source for providing secure,
reliable, and low carbon emission of energy supply to the remote communities. Power …

Classification of power quality events–a review

MK Saini, R Kapoor - International Journal of Electrical Power & Energy …, 2012 - Elsevier
Power quality (PQ) interest has increasingly evolved over the past decade. The paper
surveys the application of signal processing, intelligent techniques and optimization …

Techniques and methodologies for power quality analysis and disturbances classification in power systems: a review

D Granados-Lieberman, RJ Romero-Troncoso… - IET Generation …, 2011 - IET
The relevance of power quality (PQ) issues has recently augmented because of the
increased use of power electronic equipment, which results in a voltage deviation and …

A classification method for multiple power quality disturbances using EWT based adaptive filtering and multiclass SVM

K Thirumala, S Pal, T Jain, AC Umarikar - Neurocomputing, 2019 - Elsevier
This paper presents an automated recognition approach for the classification of power
quality (PQ) disturbances based on adaptive filtering and a multiclass support vector …