Research Article
Accurate Fault Classifier and Locator for EHV Transmission Lines Based on Artificial Neural Networks
Algorithm 1
Steps of the back-propagation algorithm.
Step. BP.1: Initialization | Initialize random matrices synoptic weight: | | Step.BP.2: Propagation | Calculate for each layer : | | | Step.BP.3: Errors calculation | Calculate local errors for: | (i) Output layer: | | (ii) Layers: | | is deprived of its first line | Step.BP.4: Adaptation | Modify the following synaptic weights: | | Step.BP.5: Stop test | Test the total squared Error. |
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