Application Overview of Neural Network in Fault Diagnosis

作者：Ze Fan Cai; Dao Ping Huang

来源：Applied Mechanics and Materials, 2015, 3675(1394): 419-424.

DOI：10.4028/www.scientific.net/AMM.697.419

• Fault Diagnosis
• Overview
• Neural Network

This paper introduces the system structure of neural network in fault diagnosis, and summarizes some applications of neural network in fault diagnosis. The most commonly used neural network in fault diagnosis is BP network. The second is RBF network and the third is ART. For each neural network, the paper will discuss the neural network, and the introduce some applications. It also introduces the combination of neural networks and other techniques. In the last part, this paper points out the development trend of the neural network in fault diagnosis.

• 出版日期2015
• 单位华南理工大学