OPTIMAL LOAD FREQUENCY CONTROL METHOD USING ARTIFICIAL BEE COLONY ALGORITHM IN DEREGULATED POWER SYSTEMS INCLUDING SMES

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TAHER SEYED ABBAS; NOSRATABADI SEYED MOSTAFA; SHIBANI MOHAMMAD REZA

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Journal: COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING) Year:2011 | Volume:1 | Issue:1 (1) Page(s): 23-42

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Title

OPTIMAL LOAD FREQUENCY CONTROL METHOD USING ARTIFICIAL BEE COLONY ALGORITHM IN DEREGULATED POWER SYSTEMS INCLUDING SMES

Author(s)

TAHER SEYED ABBAS | NOSRATABADI SEYED MOSTAFA | SHIBANI MOHAMMAD REZA | Issue Writer Certificate

Keywords

LOAD FREQUENCY CONTROL (LFC)Q3

SMESQ3

RESTRUCTURED POWER SYSTEMQ3

ARTIFICIAL BEE COLONY (ABC) ALGORITHMQ3

Abstract

In this paper, a robust Artificial Bee Colony (ABC) algorithm based on Integral Time Absolute Error (ITAE) is proposed for solution of a Load Frequency Control (LFC) problem in a RESTRUCTURED POWER SYSTEM that operates under deregulation according to a bilateral policy scheme. Precise tuning of the objective function is significant in achieving the desired level of robust performance in the proposed method. Simulation result suggests that optimal control parameters for power system can be designed with much less effort using ABC in which the objective function is chosen based on ITAE method on the frequency deviation and Area Control Error (ACE). The effectiveness of the proposed method is demonstrated on a four-area RESTRUCTURED POWER SYSTEM with possible contracted scenarios under large load demand and area disturbances in comparison with conventional tuning of control parameters through ITAE performance indices. The evaluation results show that the proposed optimization strategy achieves good robust performance for a wide range of system parameters and load changes in the presence of system nonlinearities and is therefore superior to other controllers.

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APA: Copy

TAHER, SEYED ABBAS, NOSRATABADI, SEYED MOSTAFA, & SHIBANI, MOHAMMAD REZA. (2011). OPTIMAL LOAD FREQUENCY CONTROL METHOD USING ARTIFICIAL BEE COLONY ALGORITHM IN DEREGULATED POWER SYSTEMS INCLUDING SMES. COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING), 1(1 (1)), 23-42. SID. https://sid.ir/paper/203023/en

Vancouver: Copy

TAHER SEYED ABBAS, NOSRATABADI SEYED MOSTAFA, SHIBANI MOHAMMAD REZA. OPTIMAL LOAD FREQUENCY CONTROL METHOD USING ARTIFICIAL BEE COLONY ALGORITHM IN DEREGULATED POWER SYSTEMS INCLUDING SMES. COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING)[Internet]. 2011;1(1 (1)):23-42. Available from: https://sid.ir/paper/203023/en

IEEE: Copy

SEYED ABBAS TAHER, SEYED MOSTAFA NOSRATABADI, and MOHAMMAD REZA SHIBANI, “OPTIMAL LOAD FREQUENCY CONTROL METHOD USING ARTIFICIAL BEE COLONY ALGORITHM IN DEREGULATED POWER SYSTEMS INCLUDING SMES,” COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING), vol. 1, no. 1 (1), pp. 23–42, 2011, [Online]. Available: https://sid.ir/paper/203023/en

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