Neural-fuzzy fault diagnosis in a marine propulsion shaft system

• Published in: Journal of materials processing technology Vol. 122; no. 1; pp. 12 - 22
• Main Authors: Kuo, Hsing-Chia, Wu, Li-Jen, Chen, Jun-Horn
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 05.03.2002
• Subjects: Back propagation neural network; Fault diagnosis; Power spectrum density; Fault diagnosis; Power spectrum density; Back propagation neural network

The back propagation neural network (BPNN) is applied to the fault diagnosis for the propulsive system of a ship in this paper. There exists a typical vibration signal that can be obtained as a training pattern for each type of fault. These typical vibration signals are collected as training data fo...