Application of Rotating Machinery Fault Diagnosis Based on Deep Learning

Table 2

Summary of fault diagnosis based on optimization algorithm and DBN model.

References	Optimizing method
[38]	Particle swarm optimization (PSO)
[39–41]	Adaptive learning rate combined with Nesterov momentum
[42]	Genetic algorithm(GA)
[43]	Bacterial foraging decision
[44]	Algorithm of adaptive learning rate and momentum
[45]	The exponential moving average technique