Application of a Hybrid Model of Big Data and BP Network on Fault Diagnosis Strategy for Microgrid

Table 2

Part of the test samples and fault diagnosis results.

Fault type	Expected output	Test sample	Actual output
AG	1, 0, 0, 1	60.968, 0.062, 0.007, 0.034, 22.730, 0.451, 0.098, 0.054, 22.653, 0.327, 0.078, 0.039, 89.361, 1.804, 0.9735, 0.0639	0.973, 0.017, 0.015, 0.987
AC	1, 0, 1, 0	14.410, 1.223, 0.076, 0.414, 25.088, 0.449, 0.097, 0.052, 14.183, 1.532, 0.151, 0.450, 49.035, 1.329, 0.405, 0.0579	0.998, 0.027, 1.045, 0.028
ACG	1, 0, 1, 1	91.732, 1.770, 0.041, 0.104, 20.424, 0.516, 0.099, 0.056, 96.708, 1.272, 0.089, 0.071, 120.488, 1.409, 0.1088, 0.053	1.009, 0.025, 0.998, 1.012