Review of AI applications in harmonic analysis in power systems

A Eslami, M Negnevitsky, E Franklin, S Lyden - Renewable and Sustainable …, 2022 - Elsevier
Harmonics and waveform distortion is a significant power quality problem in modern power
systems with high penetration of Renewable Energy Sources (RES). This problem has …

Real-time harmonic contribution evaluation considering multiple dynamic customers

S Yang, KW Lao, H Hui, Y Chen… - CSEE Journal of Power …, 2023 - ieeexplore.ieee.org
The widespread deployment of renewable energies and non-linear loads has led to serious
harmonic pollution in the electrical distribution networks. Evaluation of the harmonic …

Synchronized waveforms–a frontier of data-based power system and apparatus monitoring, protection, and control

W Xu, Z Huang, X Xie, C Li - IEEE Transactions on Power …, 2021 - ieeexplore.ieee.org
Voltage and current waveforms contain the most authentic and granular information on the
behaviors of power systems. In recent years, it has become possible to synchronize …

A novel method for noninvasive estimation of utility harmonic impedance based on complex independent component analysis

F Karimzadeh, S Esmaeili… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper presents a new noninvasive method for calculating utility harmonic impedance at
the point of common coupling (PCC). The proposed method is based on a statistical signal …

A new method to calculate the utility harmonic impedance based on FastICA

X Zhao, H Yang - IEEE Transactions on Power Delivery, 2015 - ieeexplore.ieee.org
Based on fast independent component analysis, a new method is proposed to calculate the
utility harmonic impedance. Since the utility harmonic change is negligibly dependent on the …

Harmonic contribution evaluation based on the distribution-level PMUs

Y Sun, S Li, Q Xu, X Xie, Z Jin, F Shi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the rapid development of renewable energy resources, harmonics in modern
distribution systems have become more serious owing to the wide adoption of power …

Method for determining utility and consumer harmonic contributions based on complex independent component analysis

F Karimzadeh, S Esmaeili… - IET Generation …, 2016 - Wiley Online Library
This study presents a new method for determining the harmonic contributions (HCs) of utility
and consumer at the point of common coupling (PCC). The proposed method is based on a …

Harmonic state estimation for distribution networks using phasor measurement units

ID Melo, JLR Pereira, AM Variz, PAN Garcia - Electric Power Systems …, 2017 - Elsevier
This paper presents a novel approach for harmonic state estimation for unbalanced three-
phase distribution systems using Phasor Measurement Units (PMUs), considering the …

Estimating harmonic impact of individual loads using multiple linear regression analysis

Y Wang, HE Mazin, W Xu… - … Transactions on Electrical …, 2016 - Wiley Online Library
This paper investigates the problem of how to quantify the harmonic impact of several known
harmonic‐producing loads on a particular location of a power network. A multiple linear …

Harmonic sources' location and emission estimation in underdetermined measurement system

F Xu, C Wang, K Guo, Q Shu, Z Ma… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article proposes a novel method for estimating multiharmonic sources in the
underdetermined measurement system. In the proposed methodology, supposing that the …