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