Shock and Vibration / 2015 / Article / Tab 1

Research Article

An Algorithm of Quantum Restricted Boltzmann Machine Network Based on Quantum Gates and Its Application

Table 1

Comparison results of pattern recognition for gear box.

ConditionAlgorithmsSNNSRBMQRBM1

Normal conditionCorrect number505050
Accuracy rate (%)100100100
Execution time (s)12.98.45.8

Gear tooth wear faultCorrect number485050
Accuracy rate (%)96100100
Execution time (s)13.78.96.3

Gear root crack faultCorrect number434749
Accuracy rate (%)869498
Execution time (s)18.39.26.7

Gear tooth broken faultCorrect number454748
Accuracy rate (%)909496
Execution time (s)15.88.16.8