Research Article

Quantitative Nondestructive Testing of Broken Wires for Wire Rope Based on Magnetic and Infrared Information

Table 4

Recognition accuracy for different numbers of hidden layer node in BP network.

Accuracy

Magnetic data82.7%82.0%85.4%84.4%84.7%84.6%86.0%85.0%
Infrared data82.3%82.7%84.0%82.2%84.8%82.4%82.3%82.3%
Fused data97.0%96.6%97.9%96.6%97.1%97.6%97.4%97.7%