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 …

[HTML][HTML] A critical analysis of different power quality improvement techniques in microgrid

S Choudhury, GK Sahoo - e-Prime-Advances in Electrical Engineering …, 2024 - Elsevier
Recently, the exponential decay of traditional petroleum and coal-based reserves with the
ever-rising energy demand has led to the need for alternate energy sources. Distributed …

[HTML][HTML] An artificial neural network based harmonic distortions estimator for grid-connected power converter-based applications

TAH Alghamdi, OTE Abdusalam, F Anayi… - Ain Shams Engineering …, 2023 - Elsevier
Grid-connected solar Photovoltaic (PV) systems are predicted to cause significant harmonic
distortions in today's power networks due to the increase utilization of power conversion …

Scalar control of an induction motor using a neural sensorless technique

TH dos Santos, A Goedtel, SAO da Silva… - Electric power systems …, 2014 - Elsevier
The induction motor plays a key role in many industrial sectors, primarily due to its
robustness and low cost. When the load coupled to the motor axis requires speed control …

Implementing a demand side management strategy for harmonics mitigation in a smart home using real measurements of household appliances

A Çiçek, AK Erenoğlu, O Erdinç, A Bozkurt… - International Journal of …, 2021 - Elsevier
Significant developments on semiconductor technology have captured the electronic
industry and paved the way for dominating household appliances market. Typical loads in …

Optimum placement of active power conditioner in distribution systems using improved discrete firefly algorithm for power quality enhancement

M Farhoodnea, A Mohamed, H Shareef… - Applied Soft …, 2014 - Elsevier
This paper presents an improved solution for optimal placement and sizing of active power
conditioner (APC) to enhance power quality in distribution systems using the improved …

NBP‐based control strategy for DSTATCOM

M Mangaraj, AK Panda - IET Power Electronics, 2017 - Wiley Online Library
A propounded control strategy called naive back propagation (NBP)‐based is implemented
in designing of distribution static compensator (DSTATCOM) in this study. The performance …

Neuro-fuzzy modeling and prediction of current total harmonic distortion for high power nonlinear loads

M Panoiu, C Panoiu, L Ghiormez - 2018 Innovations in …, 2018 - ieeexplore.ieee.org
The paper presents the results of the modeling and the prediction of the total harmonic
distortion (THD) of the current and the voltage for a nonlinear high power load. Modeling …

Implementation of a hybrid neural network control technique to a cascaded MLI based SAPF

RR Behera, AR Dash, S Mishra, AK Panda… - Scientific Reports, 2024 - nature.com
This paper presents a naïve back propagation (NBP) based i cos∅ technique implemented
to a cascaded multilevel inverter (MLI) based shunt active power filter (SAPF). The …

Accurate Identification of Harmonic Distortion for Micro-Grids using Artificial Intelligence-Based Predictive Models

AM Abed, RA El-Sehiemy, BB Touati… - IEEE Access, 2024 - ieeexplore.ieee.org
This paper proposes an accurate harmonic identification strategy for microgrids and
distributed power systems. The harmonic identification strategy is one of the complex tasks …