Table 3: Output and error during testing of GABPNN (10-4-1).

TPVoltage stability marginError (p.u.)Error (% age)TPVoltage stability marginError (p.u.)Error (% age)
ActualBy GABPNNActualBy GABPNN

11.459351.43040.0291.984921.622841.61690.00590.3612
31.577121.57330.00380.239741.413751.38650.02721.9244
51.642371.63410.00830.506161.528681.51050.01821.1905
71.555741.5763−0.0206−1.323881.439461.43070.00880.6145
91.58491.5840.00090.0561101.472081.5002−0.0281−1.9118
111.414741.41160.00310.2221121.521141.5229−0.0018−0.1206
131.482341.5262−0.0439−2.9627141.491361.48470.00670.4479
151.519661.5246−0.0049−0.3213161.521141.5486−0.0275−1.8086
171.712561.7131−0.0006−0.0356181.585771.6148−0.029−1.8276
191.650031.6502−0.0002−0.011201.595161.5950.00010.0048
211.456261.45380.00250.1718221.522621.50970.01290.8503
231.56551.54850.0171.0834241.477391.47330.00410.276
251.557841.5675−0.0096−0.6174261.822541.82150.00110.0619
271.437481.41520.02231.5501281.445261.43960.00570.394
291.618761.59270.02611.6113301.683891.6946−0.0107−0.6365

TP: Testing Pattern.