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 …

Load Frequency Control of multi-area multi-source system with nonlinear structures using modified Grasshopper Optimization Algorithm

S Gouran-Orimi, A Ghasemi-Marzbali - Applied Soft Computing, 2023 - Elsevier
Nowadays, power systems are in direct contact with sources such as renewable energy
sources, Electric Vehicles (EVs), distributed generation resources, etc. In other words, these …

A deep learning assisted adaptive nonlinear deloading strategy for wind turbine generator integrated with an interconnected power system for enhanced load …

AK Mishra, P Mishra, HD Mathur - Electric Power Systems Research, 2023 - Elsevier
The existing linear and quadratic deloading strategies with constant deloading factor, fail to
effectively handle the nonlinear characteristics of WTGs. This work proposes a novel deep …

[HTML][HTML] Elephant herding algorithm-based optimal PI controller for LVRT enhancement of wind energy conversion systems

MF El-Naggar, MI Mosaad, HM Hasanien… - Ain Shams Engineering …, 2021 - Elsevier
This article introduces an optimal PI controller optimized by elephant herding algorithm
(EHA) to control the grid-tied four-phase 8/6 switched reluctance generator (SRG). This …

An improved nonlinear deloading approach based on the fuzzy controller for wind turbine generators in an islanded microgrid

AK Mishra, P Mishra, HD Mathur - ISA transactions, 2023 - Elsevier
The wind turbine generators (WTG's) incapability of primary frequency support during
system contingencies due to its decoupled nature from the system frequency causes …

A novel SSA tuned PI-TDF control scheme for mitigation of frequency excursions in hybrid power system

S Malik, S Suhag - Smart Science, 2020 - Taylor & Francis
In this work, a novel Salp Swarm Algorithm (SSA) tuned centralized hybrid proportional
integral-tilt derivative with filter (PI-TDF) control scheme is proposed for mitigation of …

[HTML][HTML] Participation of load aggregator in grid frequency stabilization with consideration of renewable energy resources integration

E Mudaheranwa, HB Sonder, YO Udoakah, L Cipcigan… - Energy Reports, 2023 - Elsevier
Alterations in the proportion of conventional generation to that of renewable energy source
could be a future challenge for electric energy networks. Conventional power plants are …

Application of a new fusion of flower pollinated with pathfinder algorithm for AGC of multi-source interconnected power system

S Oladipo, Y Sun, Z Wang - IEEE Access, 2021 - ieeexplore.ieee.org
As the world's population grows and energy demand increases, it is necessary to increase
the scale of the electrical system, which is more complicated. Consequently, adopting …

[HTML][HTML] Application of COOT algorithm optimized PID plus D2 controller for combined control of frequency and voltage considering renewable energy sources

H Shukla - e-Prime-Advances in Electrical Engineering …, 2023 - Elsevier
This article presents the combined frequency and voltage regulation of two area
interconnected power systems. In addition to conventional generations, renewable energy …