Delta-Bar-Delta and Extended Delta-Bar-Delta - Computer Science

More documents

Recommendations

Info

Delta Bar Delta Application Capacitor Banks Switching Overvoltages - Installation of shunt capacitor bank most practical/efficient way to supply demanded reactive power - Switching creates overvoltage that can reach phase-to-earth voltage values in the order of 2- 3 parts per unit - ANN used to predict maximum peak overvoltage of CB switching in minimal computational time 14
Capacitor Banks Switching Neural Network Configuration - Single hidden layer - Single output value (overvoltage peak) - Delta Bar Delta, Extended Delta Bar Delta, Directed random search used to train - Hyperbolic tangent function used for activation function Above: Neural network structure 15
Page 1 and 2: Delta-Bar-Delta and Extended Delta-
Page 3 and 4: Back-Propagation Review - Would lik
Page 5 and 6: Back-Prop Cont'd - May converge on
Page 7 and 8: DBD Algorithm - Weight update w(t +
Page 9 and 10: How does DBD compare? - R. Jacobs e
Page 11 and 12: Simulation Results 11
Page 13: Extended Delta Bar Delta - Similar
Page 17 and 18: Capacitor Banks Switching Training
Page 19 and 20: Capacitor Banks Switching Case 2 Ab

Delta-Bar-Delta and Extended Delta-Bar-Delta - Computer Science

Create successful ePaper yourself

Delete template?

Save as template?