Title :
Artificial Neural Network Applied to The Problem of Secondary Voltage Control
Author :
Vaschetti, J. ; Sauchelli, V.
Author_Institution :
FRC, Univ. Tecnol. Nac., Cordoba, Argentina
fDate :
3/1/2012 12:00:00 AM
Abstract :
This paper presents the design of a controller based on an Artificial Neural Network (ANN) for the problem of the Secondary Voltage Control (SVC) in Electrical Power Systems (EPS). The design is based on the concept of Optimal Power Flow (OPF) and Pilots Nodes (PN), the obtained Controller is applied to a study case in order to validate the result. Finally the influence of various parameters that make the topology of a Neural Network are analyzed.
Keywords :
control system synthesis; neurocontrollers; power system control; voltage control; artificial neural network; controller design; electrical power system; optimal power flow; pilots node; secondary voltage control; topology; Artificial neural networks; Jacobian matrices; Regulators; Silicon; Static VAr compensators; Vectors; Voltage control; Artificial Neural Network; Optimal Power Flow; Power Systems; Secondary Voltage Control; Simulation;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2012.6187595
