Performance Improvement of Wind Turbine Control using Fractional Order PID Controller with PSO Optimized gains
- Resource Type
- Conference
- Authors
- Mukhtar, Adnan; Tiwari, P. M.; Singh, H. P.
- Source
- 2020 International Conference on Advances in Computing, Communication & Materials (ICACCM) Advances in Computing, Communication & Materials (ICACCM), 2020 International Conference on. :374-379 Aug, 2020
- Subject
- Aerospace
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Engineering Profession
Fields, Waves and Electromagnetics
General Topics for Engineers
Geoscience
Nuclear Engineering
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Wind turbines
Mathematical model
Actuators
Tuning
Time-domain analysis
Torque
FOPID
IAE
ISE
Pitch Angle
PID
PSO
Wind Turbine
- Language
- ISSN
- 2642-7354
In this paper, the Fractional Order PID controller (FOPID) application is investigated to improve the efficiency of the wind turbine system. Pitch angle control strategy is adopted and FOPID gains are calculated using Particle Swarm Optimization (PSO) technique. Additionally, to make the mathematical model more practical the concept of dead time is introduced. To verify the performance of proposed technique simulation is conducted for various conditions and different values of dead time. Performances are recorded for conventional PID and FOPID + PSO controllers for different time domain criteria along with integral square error and integral absolute error. Results manifest that applying FOPID+PSO is efficacious and it can maintain better closed loop performance over conventional PID control.