Use of ANFIS Control Approach for SSSC based Damping Controllers Applied in a Two-area Power System



Título del documento: Use of ANFIS Control Approach for SSSC based Damping Controllers Applied in a Two-area Power System
Revista: Journal of applied research and technology
Base de datos: PERIÓDICA
Número de sistema: 000377677
ISSN: 1665-6423
Autores: 1
2
Instituciones: 1Government College of Engineering, Department of Electrical and Electronics Engineering, Salem, Tamil Nadu. India
2Anna University, Chennai, Tamil Nadu. India
Año:
Periodo: Dic
Volumen: 11
Número: 6
Paginación: 895-902
País: México
Idioma: Inglés
Tipo de documento: Artículo
Enfoque: Experimental, aplicado
Resumen en inglés In an interconnected power system, low frequency electromechanical oscillations are initiated by normal small changes in system loads, and they become much worse following a large disturbance. Flexible AC Transmission System (FACTS) devices are widely recognized as powerful controllers for damping power system oscillations. The standard FACTS controllers are linear controllers which may not guarantee acceptable performance or stability in the event of a major disturbance. To overcome the drawbacks of conventional controllers, ANFIS (Adaptive Neuro-Fuzzy Inference System) control scheme has been developed in this paper, and it has been applied for the external coordinated control of series connected FACTS controllers known as Static Synchronous Series Compensators (SSSCs) employed in a two-area power system. In neuro-fuzzy control method, the simplicity of fuzzy systems and the ability of training in neural networks have been combined. The training data set the parameters of membership functions in fuzzy controller. This ANFIS can track the given input-output data in order to conform to the desired controller. Simulation studies carried out in MATLAB/SIMULINK environment demonstrate that the proposed ANFIS based SSSC controller shows the improved damping performance as compared to conventional SSSC based damping controllers under different operating conditions
Disciplinas: Ingeniería
Palabras clave: Ingeniería eléctrica,
Sistemas de potencia,
Oscilaciones electromecánicas,
Controladores,
Amortiguamiento
Keyword: Engineering,
Electrical engineering,
Power systems,
Electromechanical oscillations,
Controllers,
Damping
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