Hardware Implementation of a Mamdani Fuzzy Logic Controller for a Static Compensator in a Multimachine Power System

被引:21
|
作者
Mohagheghi, Salman
Venayagamoorthy, Ganesh K. [2 ]
Rajagopalan, Satish [3 ]
Harley, Ronald G. [1 ]
机构
[1] Georgia Inst Technol, Intelligent Power Infrastruct Consortium, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
[2] Missouri Univ Sci & Technol, Dept Elect & Comp Engn, Real Time Power & Intelligent Syst Lab, Rolla, MO 65409 USA
[3] Elect Power Res Inst, Knoxville, TN 37932 USA
基金
美国国家科学基金会;
关键词
Digital signal processor (DSP) implementation; Mamdani fuzzy logic controller; matrix pencil analysis; multimachine power system; real-time digital simulator (RTDS); static compensator (STATCOM); TYPICAL TAKAGI-SUGENO; STABILIZER; STATCOM; DESIGN;
D O I
10.1109/TIA.2009.2023484
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A Mamdani-type fuzzy logic controller is designed and implemented in hardware for controlling a static compensator (STATCOM), which is connected to a ten-bus multimachine power system. Such a controller does not need any mathematical model of the plant to be controlled and can efficiently provide control signals for the STATCOM over a wide range of operating conditions of the power system and during different disturbances. The proposed controller is implemented using the M67 digital signal processor board and is interfaced to the multimachine power system simulated on a real-time digital simulator. Experimental results are provided, showing that the proposed Mamdani fuzzy logic controller provides superior damping compared to the conventional proportional-integral (PI) controller for both small and large scale disturbances. In addition, the proposed controller manages to restore the power system to the steady state conditions with less control effort exerted by the STATCOM, which, in turn, leads to smaller megavar rating and, therefore, less cost for the device. The matrix pencil method analysis of the damping provided by the different controllers indicates that the proposed controller provides higher damping than the PI controller and also mitigates the modes present with the conventional PI control.
引用
收藏
页码:1535 / 1544
页数:10
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