Radial Basis Function Neural Network for Power System Transient Energy Margin Estimation

Fast Voltage and Power Flow Contingency Ranking Using Enhanced Radial Basis Function Neural Network

Deregulation of power system in recent years has changed static security assessment to the major concerns for which fast and accurate evaluation methodology is needed. Contingencies related to voltage violations and power line overloading have been responsible for power system collapse. This paper presents an enhanced radial basis function neural network (RBFNN) approach for on-line ranking of ...

A supervised radial basis function neural network

Median radial basis function neural network

Radial basis functions (RBFs) consist of a two-layer neural network, where each hidden unit implements a kernel function. Each kernel is associated with an activation region from the input space and its output is fed to an output unit. In order to find the parameters of a neural network which embeds this structure we take into consideration two different statistical approaches. The first approa...

estimation of water saturation from petrophysical logs using radial basis function neural network

estimation of reservoir water saturation (sw) is one of the main tasks in well logging. many empirical equations are available, which are, more or less, based on archie equation. the present study is an application of radial basis function neural network (rbfnn) modeling for estimation of water saturation responses in a carbonate reservoir. four conventional petrophysical logs (pls) including d...

Transfer Capability Computations Using Radial Basis Function Neural Network under Deregulated Power System

The main aim of this paper is to determine to analyze the electrical transfer capability among different electricity markets using repeated power flow technique. Instead of minimizing the total cost in the conventional problem, in the paper, the transfer capability between two markets or two electricity supply and generation areas is maximized. To reduce the time required to compute transfer ca...