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 …

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 …

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 …

Continuous-wavelet transform for fault location in distribution power networks: Definition of mother wavelets inferred from fault originated transients

A Borghetti, M Bosetti, M Di Silvestro… - … on Power Systems, 2008 - ieeexplore.ieee.org
The paper presents a fault location procedure for distribution networks based on the wavelet
analysis of the fault-generated traveling waves. In particular, the proposed procedure …

Development of an improved time–frequency analysis-based nonintrusive load monitor for load demand identification

YH Lin, MS Tsai - IEEE Transactions on Instrumentation and …, 2013 - ieeexplore.ieee.org
In a smart house connected to a smart grid via advanced metering infrastructure, a
nonintrusive load monitor (NILM) that identifies individual appliances by disaggregating …

Detection and classification of multiple power-quality disturbances with wavelet multiclass SVM

WM Lin, CH Wu, CH Lin… - IEEE transactions on power …, 2008 - ieeexplore.ieee.org
This paper presents an integrated model for recognizing power-quality disturbances (PQD)
using a novel wavelet multiclass support vector machine (WMSVM). The so-called support …

On the use of continuous-wavelet transform for fault location in distribution power systems

A Borghetti, S Corsi, CA Nucci, M Paolone… - International Journal of …, 2006 - Elsevier
The paper illustrates a procedure based on the continuous-wavelet transform (CWT) for the
analysis of voltage transients due to line faults, and discusses its application to fault location …

A framework for automatically extracting overvoltage features based on sparse autoencoder

K Chen, J Hu, J He - IEEE Transactions on Smart Grid, 2016 - ieeexplore.ieee.org
With the development of smart grid, it is of increasing significance to identify and cope with
various types of overvoltages, faults and power quality disturbances effectively and …

Adaptive wavelet networks for power-quality detection and discrimination in a power system

CH Lin, CH Wang - IEEE Transactions on Power Delivery, 2006 - ieeexplore.ieee.org
This paper proposes a model of power-quality detection for power system disturbances
using adaptive wavelet networks (AWNs). An AWN is a two-subnetwork architecture …

Applications of wavelets in electric power quality: Voltage events

J Barros, RI Diego, M De Apráiz - Electric Power Systems Research, 2012 - Elsevier
Voltage events are one of the most severe power quality disturbances in modern power
systems because of their detrimental effect on equipment. The development of new methods …