Computational Intelligence and Neuroscience / 2012 / Article / Tab 2

Research Article

Radial Basis Function Neural Network Application to Power System Restoration Studies

Table 2

Some sample testing data and output.

L. L.

0.9510.0030.0251.28251650.31.53381.55341.27490.42040.43282.9517
0.9950.0030.0251.28252250.381.70271.71680.82610.55840.54881.7205
1.0530.0030.0251.28251850.261.50431.49040.92350.44270.43711.2694
1.0530.0030.0251.28251850.341.46741.52143.68290.42620.41951.5736
1.0960.0030.0251.28252050.31.65011.67521.52160.54520.55942.6128
1.1520.0030.0251.28252450.262.14952.11151.76840.77290.76381.1805
1.1790.0030.0251.28252350.382.16452.11942.08310.78780.81383.2985
1.1430.0030.0251.28251550.341.67031.60983.61940.58610.57741.4918
1.0720.00350.02250.36942000.321.53471.54040.37420.50490.49352.2657
1.0690.00450.02250.36942000.321.53631.50761.86710.45210.46492.8243
1.0710.00450.03252.80442000.321.80861.79420.79380.60820.58873.1984
1.0580.00550.03750.97812000.321.83121.80441.46280.63250.64632.1864
1.0670.00550.02750.97812000.321.61251.67954.15590.60840.61340.8215
1.0690.00650.02751.58692000.321.61931.65342.10350.56780.57721.6478
1.0650.00650.03252.19562000.321.75781.70922.76420.50580.49322.4961

: voltage at transformer bus before switching (p.u.), : equivalent resistance (p.u.), : equivalent inductance (p.u.), : equivalent capacitance (p.u.), L. L.: line length (km), : saturation curve slope (p.u.), : voltage error (%), and : duration time error (%).

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