Static Power System Security Assessment Via Artificial Neural Network

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Provided by: Journal of Theoretical and Applied Information Technology
Topic: Security
Format: PDF
Maintaining system security is an important factor in the operation of a power system. This paper is to evaluate the reliability using Artificial Neural Network (ANN) in static security assessment to determine the security status of a power system. Feed forward back propagation neural network is implemented to classify the security condition of IEEE 9 bus system. The input data of ANN are derived from offline Newton Raphson load flow analysis. The result obtained from the ANN method is compared with the Newton Raphson load flow analysis in terms of accuracy to predict the security level of IEEE 9 bus system and the computational time required by each method.
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