TABLE 9.
Results of principal components analysis showing the classification results of ten typical noises.
Variance explained (%) | Mechanical sound | Components | |||
1 | 2 | 3 | |||
C1 | 22.1 | Dump truck | 0.836 | 0.086 | −0.141 |
Loader | 0.715 | 0.199 | 0.317 | ||
Excavator | 0.610 | 0.077 | 0.548 | ||
Concrete vibrator | 0.476 | 0.231 | 0.150 | ||
C2 | 20.2 | Jackhammer | 0.106 | 0.767 | 0.214 |
Angle grinder | 0.022 | 0.754 | −0.091 | ||
Electric drill | 0.144 | 0.631 | 0.144 | ||
Electric screwdriver | 0.346 | 0.591 | −0.083 | ||
C3 | 15.6 | Breaker | 0.019 | 0.045 | 0.869 |
Concrete pump | 0.498 | 0.073 | 0.529 |
Most important variables in each component are in Italic.