Research Article

Fault Diagnosis for Compensating Capacitors of Jointless Track Circuit Based on Dynamic Time Warping

Table 9

Description of the diagnosis (classification) experiment based on DTW (with the global constraint).

ItemDescription

Local cost measure ,

Testing resultClassification accuracy = 99.88%

Computation complexityO (29.26% × (156 × 156) × 17 × (50 × 17))

Classification stability (minimum)−0.0468 (0.1299 for correct classifications)

Classification stability (average)6.5735