Fault Diagnosis of Shipboard Generator Based on DHNN

Yan Liu · Electronic Instrumentation Customers · 2007

This paper discussed how to use the discrete Hopfield neural network(DHNN)for the fault diagnosis of marine generators. With the capacity of associative memory as DHNN being content -addressed memory(CAM)device,DHNN achieved diagnosis of shipboard generator for 5 fault-states.Simulation results show that the network can effectively identify several common faults.

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