Misfire Detection in Spark Ignition Engine Using Transfer Learning

Table 1

Related works on deep learning-based methods for mechanical systems.

Reference	Deep learning technique	Mechanical system
[16]	CNN with wavelet transform	Motor bearing
[17]	Hierarchical CNN	Roller bearing
[18]	CNN
[12]	Sparse autoencoder and deep belief network
[19]	Recurrent neural network
[20]	Stacked autoencoder	Gear box
[21]	Generative adversarial network
[22]	CNN	Centrifugal pump