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 …

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 …

Estimate utility harmonic impedance via the correlation of harmonic measurements in different time intervals

Q Shu, Y Wu, F Xu, H Zheng - IEEE Transactions on Power …, 2019 - ieeexplore.ieee.org
The existing methods estimating utility harmonic impedance usually require some
assumptions such as the utility side is the dominant harmonic source and the harmonic …

Harmonic state estimation based on discrete exponential expansion, singular value decomposition and a variable measurement model

R Cisneros-Magaña, A Medina-Rios… - Energy, 2022 - Elsevier
In this contribution, a method for harmonic state estimation (HSE) of electrical systems using
the discrete exponential expansion (DEE), singular value decomposition (SVD) and a …

Time-domain power quality state estimation based on Kalman filter using parallel computing on graphics processing units

R Cisneros-Magana, A Medina, V Dinavahi… - IEEE …, 2018 - ieeexplore.ieee.org
A methodology is developed to assess the time-domain power quality state estimation
(PQSE) in electrical systems based on the Kalman filter implemented using parallel …

A noninvasive method to estimate the variable utility harmonic impedance

C Wang, F Xu, Q Shu, H Zheng, Z Ma… - … on Power Delivery, 2022 - ieeexplore.ieee.org
The existing noninvasive methods estimating utility harmonic impedance are usually based
on the assumption that the impedance is constant during a time interval of concern. In fact …

A new algorithm for calculating utility harmonic impedance

Q Shu, T Liu, F Xu - Electric Power Systems Research, 2021 - Elsevier
In engineering, it is very valuable to estimate the utility harmonic impedance of a point of
common coupling (PCC). However, the existing methods usually assume that the customer …

A Method for Determining Harmonic Contribution and Harmonic Source Current Based on Minimum Mutual Information and Bayesian Optimization

T Liu, Q Shu, F Xu, L Fan, H Li - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article studies the estimation of harmonic contribution (HC) and harmonic source
current (HSC) for the system with multiple harmonic sources (SMHS). First, the limitation of …

Estimating harmonic impact of individual loads using harmonic phasor data

Y Wang, W Xu, J Yong, KL Chen - International Transactions on …, 2017 - Wiley Online Library
Owing to increased capabilities of power quality monitors, synchronized harmonic phasor
data are becoming more widely available. Taking advantage of the new data, this paper …