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 critical analysis of methodologies for detection and classification of power quality events in smart grid

RK Beniwal, MK Saini, A Nayyar, B Qureshi… - IEEE …, 2021 - ieeexplore.ieee.org
Recently, power quality (PQ) issues have drawn considerable attention of the researchers
due to the increasing awareness of the customers towards power quality. The PQ issues …

A critical review of detection and classification of power quality events

OP Mahela, AG Shaik, N Gupta - Renewable and Sustainable Energy …, 2015 - Elsevier
Requirement of green supply with higher quality has been consumers' demand around the
globe. The electrical power system is expected to deliver undistorted sinusoidal rated …

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 …

Detection and classification of multiple power quality disturbances using stockwell transform and deep learning

C Cui, Y Duan, H Hu, L Wang… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
With the widespread access of nonlinear loads, enterprises and consumers are faced with
the problem of power quality disturbance (PQD) in the grid. The detection and classification …

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 …

Comprehensive review on detection and classification of power quality disturbances in utility grid with renewable energy penetration

GS Chawda, AG Shaik, M Shaik, S Padmanaban… - IEEE …, 2020 - ieeexplore.ieee.org
The global concern with power quality is increasing due to the penetration of renewable
energy (RE) sources to cater the energy demands and meet de-carbonization targets. Power …

Deep power: Deep learning architectures for power quality disturbances classification

N Mohan, KP Soman… - … advancements in power …, 2017 - ieeexplore.ieee.org
The transformation of the conventional electric power grid to modern smart grid are
subjected to power system quality and reliability problems. In order to ensure reliable …

Complex power quality disturbances classification via curvelet transform and deep learning

H Liu, F Hussain, Y Shen, S Arif, A Nazir… - Electric Power Systems …, 2018 - Elsevier
This paper presents a novel approach to detect and classify the power quality disturbance
(PQD) signals based on singular spectrum analysis (SSA), curvelet transform (CT) and deep …

Symmetrical components-based modified technique for power-quality disturbances detection and classification

R Kumar, B Singh, DT Shahani - IEEE Transactions on Industry …, 2016 - ieeexplore.ieee.org
This paper presents a modified approach based on symmetrical components in time domain
for the detection and classification of various power-quality (PQ) disturbances. Single-phase …