Research Article
Adaptive Neurofuzzy Inference System-Based Pollution Severity Prediction of Polymeric Insulators in Power Transmission Lines
Table 1
Leakage current time and frequency domain features.
| | Leakage current features [input to model] | ESDD (mg/cm2) [o/p of model] | Mean value , mA | Maximum value , mA | Standard deviation | Total harmonic distortion (THD)% |
| 0.01 | 0.039 | 0.13 | 0.0495 | 78.56 | 0.06 | 0.047 | 0.14 | 0.0583 | 54.35 | 0.08 | 0.286 | 2.07 | 0.3892 | 37.34 | 0.12 | 1.428 | 4.11 | 2.0302 | 24.34 | 0.25 | 2.160 | 4.24 | 3.6160 | 12.23 |
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