Open AccessOptimization of controller frequency in wind-turbine based on hybrid PSO-ANFIS
Author(s) -
Machrus Ali,
. Budiman,
Arif Rahman Sujatmika,
Aji Akbar Firdaus
Publication year - 2021
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/1034/1/012070
Subject(s) - pid controller , control theory (sociology) , turbine , wind speed , blade pitch , controller (irrigation) , power (physics) , wind power , torque , aerodynamics , engineering , computer science , control engineering , physics , temperature control , control (management) , electrical engineering , aerospace engineering , meteorology , agronomy , quantum mechanics , artificial intelligence , biology , thermodynamics
The variable speed wind turbine field has grown rapidly in recent years. If the low wind speed was below the average value, the speed controller must be able to adjust the rotor speed to maintain the speed in order to provide maximum power coefficient, turbine efficiency will increase. The Pitch angle control was one way to adjust the aerodynamic torque in the wind turbine so that the wind turbine power output is constant. In this paper, methods without control, PID, PID-PSO, and PID-PSO-ANFIS controls are compared for pitch angle control. The research results showed that the lowest average active power and unstable active power in the uncontrolled model was 0.3305 Watt with a frequency of 10 m −1 s −1 , and the largest was the PID-PSO-ANFIS model with an active power of 2.282 Watt with a frequency of 180 m −1 s −1 . PID-PSO-ANFIS model is the best model in this study and can be proposed to be applied to higher systems.