Title :
Application of multi stage fuzzy logic control for Load Frequency Control of an isolated wind diesel hybrid power system
Author :
Dhanalakshmi, R. ; Palaniswami, S.
Author_Institution :
Dept. of Electr. & Electron. Eng., Dayananda Sagar Coll. of Eng., Bangalore, India
Abstract :
This paper presents an analysis of multi stage fuzzy logic control application for load frequency control of isolated wind-diesel hybrid power system. Due to the sudden load changes and intermittent wind power, large frequency fluctuation problem can occur. An effective controller for stabilizing frequency oscillations and maintaining the system frequency within acceptable range is significantly required. The load frequency control (LFC) deviates the frequency deviation and maintains dynamic performance of the system. As fuzzy logic control approach can be easily implemented in practical systems, the fuzzy logic control has been applied to design LFC system. In this paper, multi stage Fuzzy logic PID controller is proposed for Load Frequency Control (LFC) of an isolated wind-diesel hybrid power system. Simulations are performed for this hybrid system with the proposed multi stage Fuzzy Logic PID controller, conventional PI controller and Fuzzy logic controller with different load disturbances and wind input disturbances. The performance of the proposed approach is verified from simulations and comparisons. Simulation results explicitly show that the performance of the proposed multi stage Fuzzy Logic PID Controller is superior to the conventional PI controller and Fuzzy logic controller in terms of overshoot, settling time and steady state error against various load changes and variations of wind inputs.
Keywords :
PI control; diesel-electric power stations; frequency control; fuzzy control; hybrid power systems; load regulation; power generation control; three-term control; wind power plants; LFC system; PI controller; frequency deviation; frequency oscillation; intermittent wind power; isolated wind diesel hybrid power system; large frequency fluctuation problem; load disturbance; load frequency control; multistage fuzzy logic PID controller; wind input disturbance; Control systems; Frequency control; Hybrid power systems; Time frequency analysis; Vectors; Wind; Wind power generation; Fuzzy Logic controller; Load Frequency Control; Multi stage Fuzzy Logic PID controller; Proportional Integral controller; Wind Diesel hybrid system;
Conference_Titel :
Green Technology and Environmental Conservation (GTEC 2011), 2011 International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4673-0179-4
DOI :
10.1109/GTEC.2011.6167685