Sustainable development of renewable energy integrated power sector: Trends, environmental impacts, and recent challenges

AQ Al-Shetwi - Science of The Total Environment, 2022 - Elsevier
The continuous growth in overall energy demand and the related environmental impacts
play a significant role in the large sustainable and green global energy transition. Moreover …

[HTML][HTML] Deep learning for power quality

RA de Oliveira, MHJ Bollen - Electric Power Systems Research, 2023 - Elsevier
This paper aims to introduce deep learning to the power quality community by reviewing the
latest applications and discussing the open challenges of this technology. Publications …

[HTML][HTML] Power quality monitoring in electric grid integrating offshore wind energy: A review

H Shao, R Henriques, H Morais, E Tedeschi - Renewable and Sustainable …, 2024 - Elsevier
The rising integration of offshore wind energy into the electric grid provides remarkable
opportunities in terms of environmental sustainability and cost efficiency. However, it poses …

Near-optimal PI controllers of STATCOM for efficient hybrid renewable power system

MI Mosaad, HSM Ramadan, M Aljohani… - IEEE …, 2021 - ieeexplore.ieee.org
Connecting different renewable energy sources (RESs) to the electrical grids is presently
being urged to fulfill the enormous need for electric power and to decrease traditional …

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 novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification

H Sindi, M Nour, M Rawa, Ş Öztürk, K Polat - Expert Systems with …, 2021 - Elsevier
As a result of the widespread use of power electronic equipment and the increase in
consumption, the importance of effective energy policies and the smart grid begins to …

Hybrid energy storage: Features, applications, and ancillary benefits

M Reveles-Miranda, V Ramirez-Rivera… - … and Sustainable Energy …, 2024 - Elsevier
Energy storage devices (ESDs) provide solutions for uninterrupted supply in remote areas,
autonomy in electric vehicles, and generation and demand flexibility in grid-connected …

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 systematic review of real-time detection and classification of power quality disturbances

JE Caicedo, D Agudelo-Martínez… - … and Control of …, 2023 - ieeexplore.ieee.org
This paper offers a systematic literature review of real-time detection and classification of
Power Quality Disturbances (PQDs). A particular focus is given to voltage sags and notches …

Measuring explainability and trustworthiness of power quality disturbances classifiers using XAI—Explainable artificial intelligence

R Machlev, M Perl, J Belikov, KY Levy… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Advanced machine learning techniques have recently demonstrated outstanding
performance when applied to power quality disturbance (PQD) classification. Nevertheless …