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/cm^2) [o/p of model]	Mean value (𝐼em), mA	Maximum value (𝐼emax), mA	Standard deviation (𝜎)	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