A review of applications of artificial intelligent algorithms in wind farms

Y Wang, Y Yu, S Cao, X Zhang, S Gao - Artificial Intelligence Review, 2020 - Springer
Wind farms are enormous and complex control systems. It is challenging and valuable to
control and optimize wind farms. Their applications are widely used in various industries …

Artificial intelligence and machine learning in grid connected wind turbine control systems: A comprehensive review

NO Farrar, MH Ali, D Dasgupta - Energies, 2023 - mdpi.com
As grid-connected wind farms become more common in the modern power system, the
question of how to maximize wind power generation while limiting downtime has been a …

Hybrid cuckoo search algorithm and grey wolf optimiser‐based optimal control strategy for performance enhancement of HVDC‐based offshore wind farms

HY Mahmoud, HM Hasanien… - IET Generation …, 2020 - Wiley Online Library
The hybridisation of two or more algorithms is recently emerging to detect superior solutions
to the optimization troubles. In this study, a new hybrid cuckoo search algorithm and grey …

[PDF][PDF] PSO based direct power control for a multifunctional grid connected photovoltaic system

MR Bengourina, M Rahli, S Slami… - International Journal of …, 2018 - researchgate.net
This paper presents a grid-connected photovoltaic system (PV) used as a shunt active
power filter (SAPF) to provide the power factor correction, harmonic elimination, reactive …

Anti-windup FOPID-based DPC for SAPF interconnected to a PV system tuned using PSO algorithm

G Boudechiche, M Sarra, O Aissa, JP Gaubert… - European Journal of …, 2020 - vbn.aau.dk
This paper deals with a shunt active power filter (SAPF) integrated in a photovoltaic (PV)
system, which is interfaced to the grid via a double-stage configuration, for simultaneously …

Optimal regulators conception for wind turbine PMSG generator using Hooke Jeeves method

L Mazouz, SA Zidi, A Hafaifa, S Hadjeri… - … and Computer Science, 2019 - pp.bme.hu
This paper explores the optimization of wind turbine control system parameters. The wind
turbine based on 5 MW PMSG Permanent magnet synchronous generator with two back-to …

Performance Evaluation of Different Optimal-Tuned Current Controllers for Voltage-Source Converter Connected to a Weak AC Grid

MW Alzahlan, KM Alawasa… - 2019 IEEE Jordan …, 2019 - ieeexplore.ieee.org
In this paper, three different current controllers that are tuned using different optimal tuning
criterion are applied and tested for the operation of the voltage-source converter (VSC) …

[PDF][PDF] Artificial Intelligence and Machine Learning in Grid Connected Wind Turbine Control Systems: A Comprehensive Review. Energies. 2023; 16 (3): 1530

NO Farrar, MH Ali, D Dasgupta - 2023 - academia.edu
As grid-connected wind farms become more common in the modern power system, the
question of how to maximize wind power generation while limiting downtime has been a …

Different control strategies for converter based DC energy transmission in offshore wind power: a literature survey

HY Mahmoud, AH Besheer… - … Middle East Power …, 2018 - ieeexplore.ieee.org
This paper reviews the control techniques and operational behavior of a DC energy
transmission system tied with an offshore wind field using voltage source converter based …

[HTML][HTML] Optimization of direct power control of three-phase shunt active power filter by using PSO algorithm

MR Bengourina, M Rahli, S Slami, L Hassaine - Synthesis, 2017 - lejpt.academicdirect.org
This paper presents the modelling and simulation of a three-phase shunt active power filter
(SAPF) using the direct power control (DPC) based on the Particle Swarm Optimization …