Neuro-fuzzy networks for voltage security monitoring based on synchronized phasor measurements
Journal
IEEE Transactions on Power Systems
Journal Volume
13
Journal Issue
2
Pages
326-332
Date Issued
1998
Author(s)
Abstract
The ability to rapidly acquire synchronized phasor measurements from around the system open up new possibilities for power system operation and control. A novel neuro-fuzzy network, Fuzzy Hyperrectangular Composite Neural Network, is proposed for voltage security monitoring (VSM) using synchronized phasor measurements as input patterns. This paper demonstrates how neuro-fuzzy networks can be constructed off-line and then utilized on-line for monitoring voltage security. The neuro-fuzzy network is tested on 3000 simulated datas from randomly generated operating conditions on the IEEE 30bus system to indicate its high classification rate for voltage security monitoring. © 1997 IEEE.
Type
journal article