Research Article
Aircraft Actuator Performance Analysis Based on Dynamic Neural Network
Table 1
Comparison of the current approach with related works.
| Related works | Fault indicator | Features extraction | Fault classifier | Classification accuracy (%) |
| Camarena-Martinez et al. [26] | Stator current | Empirical mode decomposition | Static NN | 90 | Andrijauska et al. [27] | Stator current | DWT | Support vector machine | 99 | Zhang et al. [28] | Vibration signal | Empirical wavelet transform | Bistable stochastic resonance | 97 | Moloi and Yusuff [29] | Vibration signal | DWT | GA, NN | 95 | Current approach | Current and vibration signals | DTCWT | TDNN | 99 |
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