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 …

[HTML][HTML] Optimization of fuzzy logic (Takagi-Sugeno) blade pitch angle controller in wind turbines by genetic algorithm

Z Civelek - Engineering Science and Technology, an International …, 2020 - Elsevier
Wind turbines have become popular with the recent interest in renewable energy sources. At
wind speeds above nominal wind speeds, the blade pitch angle is controlled to ensure that …

Optimal design of robust resilient automatic voltage regulators

M Elsisi, M Soliman - ISA transactions, 2021 - Elsevier
Uncertainties in the plant model parameters and perturbations in the controller gains
imposed by implementation errors represent a challenge to ensure robust stability and …

Resilient design of robust multi-objectives PID controllers for automatic voltage regulators: D-decomposition approach

MN Ali, M Soliman, K Mahmoud, JM Guerrero… - IEEE …, 2021 - ieeexplore.ieee.org
Resilient design of robust multi-objectives PID controllers via the D-decomposition method is
presented in this paper for automatic voltage regulators (AVRs). The stabilizing interval of …

New design of robust PID controller based on meta‐heuristic algorithms for wind energy conversion system

M Elsisi - Wind Energy, 2020 - Wiley Online Library
This paper proposes a new robust control method for a wind energy conversion system. The
suggested method can damp the deviations in the generator speed because of the …

Optimal blade pitch control for enhancing the dynamic performance of wind power plants via metaheuristic optimisers

S Soued, MA Ebrahim, HS Ramadan… - IET Electric Power …, 2017 - Wiley Online Library
Wind energy (WE) as an environment‐friendly resource is green, clean, and innovative
solution for the globe energy dilemma. For the blade pitch control (BPC) of the WE, the gain …

A new fuzzy logic proportional controller approach applied to individual pitch angle for wind turbine load mitigation

Z Civelek, M Lüy, E Çam, H Mamur - Renewable Energy, 2017 - Elsevier
In the world, efforts to increase the resource diversity in electric generation have accelerated
lately. So, the great improvements have been achieved in wind turbines (WTs). The …

Expert control systems implemented in a pitch control of wind turbine: A review

EC Navarrete, MT Perea, JCJ Correa… - IEEE …, 2019 - ieeexplore.ieee.org
Wind energy is the strongest renewable energy source developed in recent decades. Being
systems that are directly connected to the grid of the electrical system, it is essential to use …

Stability analysis of pitch angle control of large wind turbines with fractional order PID controller

H Erol - Sustainable Energy, Grids and Networks, 2021 - Elsevier
This article proposes a robust delay dependent stability analysis of pitch control system of
large wind turbines (LWTs) having communication time delay with fractional order PID …