A review of applications of artificial intelligent algorithms in wind farms
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 …
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 …
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 …
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 …
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 …
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
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 …
(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
The wind turbine generators (WTG's) incapability of primary frequency support during
system contingencies due to its decoupled nature from the system frequency causes …
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 …
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 …
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
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 …
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 …
interconnected power systems. In addition to conventional generations, renewable energy …