## 6 Decision Algorithm
\begin{table}
\begin{tabular}{c c c c c c c c c c c c} \hline \hline  & **Coil (\%)** & & **10** & **20** & **30** & **40** & **50** & **60** & **70** & **80** & **90** & **AVG** \\ \hline \multirow{4}{*}{**Case 1 LV**} & \multirow{4}{*}{**BPNN**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**96.30**} \\  & & BC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**96.30**} \\  & AC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**96.30**} \\ \cline{2-11}  & \multirow{4}{*}{**PNN**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\
**Winding (\%)** & & BC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100.00 \\ \cline{2-11}  & \multirow{4}{*}{**RBF**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**96.30**} \\  & & BC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**96.30**} \\  & & AC & 100 & 100 & 100 & 100 & 0 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\ \hline \multirow{4}{*}{**Case 1 HV**} & \multirow{4}{*}{**BPNN**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100.00**} \\  & BC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100.00 \\ \cline{2-11}  & \multirow{4}{*}{**PNN**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100.00**} \\
**Winding (\%)** & & AC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100.00**} \\ \cline{2-11}  & \multirow{4}{*}{**RBF**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100.00**} \\  & & AC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100.00**} \\ \hline \multirow{4}{*}{**Case 2 LV**} & \multirow{4}{*}{**BPNN**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100.00**} \\
**Winding (\%)** & & BC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100.00**} \\ \cline{2-11}  & \multirow{4}{*}{**PNN**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\
**Winding (\%)** & & AC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\ \cline{2-11}  & \multirow{4}{*}{**RBF**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\  & & AC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100.00**} \\ \hline \multirow{4}{*}{**Case 2 LV**} & \multirow{4}{*}{**BPNN**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\
**Winding (\%)** & & BC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100.00**} \\ \cline{2-11}  & \multirow{4}{*}{**PNN**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\
**Winding (\%)** & & AC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\ \cline{2-11}  & \multirow{4}{*}{**PNN**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\
**Winding (\%)** & & AC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\ \cline{2-11}  & \multirow{4}{*}{**RBF**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\ \cline{2-11}  & \multirow{4}{*}{**RBF**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\ \cline{2-11}  & \multirow{4}{*}{**BPNN**} & BC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\
**Case 2 LV** & \multirow{4}{*}{**PNN**} & AB & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & \multirow{4}{*}{**100**} \\
**Winding (\%)** & & AC & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 & 100 \\ \hline \hline \end{tabular}
\end{table} 
Table 4: Percentage of internal winding fault accuracy. For the external winding fault detection in Table 5, the results show that the RBF method has very little accuracy compared to the other methods, with an accuracy of 21.67%.