Review of AI applications in harmonic analysis in power systems
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 …
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 …
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
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 …
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 …
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
Significant developments on semiconductor technology have captured the electronic
industry and paved the way for dominating household appliances market. Typical loads in …
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 …
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 …
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 …
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
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 …
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 …
distributed power systems. The harmonic identification strategy is one of the complex tasks …