Fuzzy Neural Design of Power Systems Stabilizers

This paper presents a new approach of designing the Power Systems Stabilizer (PSS) that is based on fuzzy neural system. Adaptive Network based Fuzzy Inference System (ANFIS) is utilized in constructing the Fuzzy Neural Power Systems Stabilizer (FNPSS). The employment of ANFIS enables the system avoiding defects caused when using fuzzy logic and neural networks individually in designing an efficient PSS. Single Machine Infinite Bus (SMIB) power system has been taken as a case study to evaluate the suggested strategy performance. Simulation results have been conducted to confirm the approach validity. تصلاخلا ةسذقلا توظأ ثاخبثه نيوصخل ةذيذج تقيشط ثحبلا ازه ضشعخسي (PSS) ت ببي.ولا ضايصعلأا تيوظأ نيلع ذيوخعح يخلا و بي.ولا باخخيسلأا تيوظأ نيلع ذيوخعح يخلا و تيةيكخولا شئاوذيلا ماذخخسأ نح ذقف (ANFIS) ةسذيقلا تيوظأ جيبثه نيلع ىيصحلل ماذخخييسأ ىأ ت ببيي.ولا تيبييصعلا (ANFIS) ثاكبيي لا و بيي.ولا كييلولا ماذخخييسأ يييع تييوجالا ضىيييعلا يياح ماييظلا ييي كوي هايخه لايلا طخلا و ةدشةولا تكاولا ور ةسذقلا ماظ زخأ نح ذق و ةسذقلا توظلأ ءىةك جبثه نيوصح ف ةدشةه ةسىصب تيبصعلا ع ىصحلا نح ذق و اوك تحشخقولا تيايحاشخسلا ءادأ نييقخل تيساسد تلاحك تقيشللا تيلعاف ذيكأخل ةاكاحه جئاخ نل

[1]  E. Larsen,et al.  IEEE Transactions on Power Apparatus and Systems, Vol. PAS-100, No. 6 June 1981 APPLYING POWER SYSTEM STABILIZERS PART I: GENERAL CONCEPTS , 2006 .

[2]  Lotfi A. Zadeh,et al.  Outline of a New Approach to the Analysis of Complex Systems and Decision Processes , 1973, IEEE Trans. Syst. Man Cybern..

[3]  Mohammad Javad Yazdanpanah,et al.  Transient stability enhancement of power systems via optimal nonlinear state feedback control , 2006 .

[4]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[5]  M Aldeen,et al.  A Dynamic Output Power System Stabiliser , 1995 .

[6]  E. H. Mamdani,et al.  An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller , 1999, Int. J. Man Mach. Stud..

[7]  Jacek M. Zurada,et al.  Introduction to artificial neural systems , 1992 .

[8]  Stephen Yurkovich,et al.  Fuzzy Control , 1997 .

[9]  Robert Fullér,et al.  Introduction to neuro-fuzzy systems , 1999, Advances in soft computing.

[10]  P. Kundur,et al.  Power system stability and control , 1994 .

[11]  Chun-xia Dou,et al.  Robust controller design for large interconnected power systems with model uncertainties based on wide-area measurement , 2008 .

[12]  Om P. Malik,et al.  Implementation of a fuzzy logic PSS using a micro-controller and experimental test results , 1996 .

[13]  Kankar Bhattacharya,et al.  Discrete mode power system stabilisers , 1993 .