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 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 …

An integrated PSO for parameter determination and feature selection of ELM and its application in classification of power system disturbances

R Ahila, V Sadasivam, K Manimala - Applied Soft Computing, 2015 - Elsevier
This paper presents a performance enhancement scheme for the recently developed
extreme learning machine (ELM) for classifying power system disturbances using particle …

Comparative study of advanced signal processing techniques for islanding detection in a hybrid distributed generation system

SR Mohanty, N Kishor, PK Ray… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In this paper, islanding detection in a hybrid distributed generation (DG) system is analyzed
by the use of hyperbolic S-transform (HST), timetime transform, and mathematical …

Research challenges in real-time classification of power quality disturbances applicable to microgrids: A systematic review

R Igual, C Medrano - Renewable and Sustainable Energy Reviews, 2020 - Elsevier
Microgrids with distributed renewable energy sources are especially sensitive to power
quality disturbances. To mitigate the effects of distortions, they must first be detected and …

Power quality assessment and event detection in hybrid power system

AG Shaik, OP Mahela - Electric power systems research, 2018 - Elsevier
Renewable energy (RE) sources when integrated to utility network to form hybrid power
system pose challenges in terms of stability and power quality. A method based on …

[HTML][HTML] A comprehensive literature review of conventional and modern islanding detection methods

NA Larik, MF Tahir, ZMS Elbarbary, MZ Yousaf… - Energy Strategy …, 2022 - Elsevier
Abstract Distributed Energy Resources (DER) offer significant advantages by means of
raising reliability of distribution system, providing clean source of electricity and reduction in …

Recognition of islanding and operational events in power system with renewable energy penetration using a stockwell transform-based method

R Kaushik, OP Mahela, PK Bhatt, B Khan… - IEEE Systems …, 2020 - ieeexplore.ieee.org
Integration of RE sources to the utility grid offers technical and operational challenges
causing problems of PQ, stability, identification of operational events, etc. This article …

Shifting of research trends in islanding detection method-a comprehensive survey

S Dutta, PK Sadhu, MJB Reddy… - Protection and Control …, 2018 - ieeexplore.ieee.org
The augmentation in electricity demand, power system privatization as well as efficacy of
renewable resources has paved the way for power system companies and researchers to …

Recognition of power quality issues associated with grid integrated solar photovoltaic plant in experimental framework

OP Mahela, AG Shaik, N Gupta… - IEEE Systems …, 2020 - ieeexplore.ieee.org
Enhancement in solar energy (SE) injection into the power system network creates power
quality (PQ) issues in the supply. This article presents an approach supported by Stockwell …