Title :
Fuzzy logic PID-based SMES controller design using Bee Colony Optimization for stabilization of inter-area oscillation
Author :
Chaiyatham, Theerawut ; Ngamroo, Issarachai ; Pothiya, Saravuth ; Vachirasricirikul, Sitthidet
Author_Institution :
Dept. of Electr. Eng., King Mongkut´´s Inst. of Technol. Ladkrabang, Bangkok, Thailand
Abstract :
This paper proposes a design of fuzzy logic based-proportional-integral-derivative (FLPID) controller of superconducting magnetic energy storage (SMES) by a bee colony optimization (BCO) for stabilization of inter-area oscillation in an interconnected power system. Conventionally, the scale factors, membership functions and control rules of FLPID are obtained by trial and error method or experiences of designers. To tackle this problem, the BCO is applied to simultaneously tune all control parameters of FLPID controller based on the minimization of the integral of time-multiplied absolute error of the generators speed difference between any two areas. Simulation results in a two-area four-machine power system show the superior stabilizing effect of the SMES with the proposed optimal FLPID controller in comparison with the SMES with conventional FLPID controller.
Keywords :
control system synthesis; fuzzy control; optimal control; power system control; power system interconnection; power system stability; superconducting magnet energy storage; three-term control; bee colony optimization; fuzzy logic PID-based SMES controller design; inter-area oscillation; interconnected power system; optimal FLPID controller; proportional-integral-derivative controller; superconducting magnetic energy storage; time-multiplied absolute error; trial-and-error method; two-area four-machine power system; Automatic control; Control systems; Design optimization; Error correction; Fuzzy logic; Particle swarm optimization; Power system interconnection; Power system simulation; Samarium; Superconducting magnetic energy storage;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2009. ECTI-CON 2009. 6th International Conference on
Conference_Location :
Pattaya, Chonburi
Print_ISBN :
978-1-4244-3387-2
Electronic_ISBN :
978-1-4244-3388-9
DOI :
10.1109/ECTICON.2009.5137018