Machine health condition prediction via online dynamic fuzzy neural networks

• Main Authors: Pan, Yongping, Er, Meng Joo, Li, Xiang, Yu, Haoyong, Gouriveau, Rafael
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2016
• Subjects: Fuzzy neural network; Machine health condition
• Online Access: https://hdl.handle.net/10356/84935; http://hdl.handle.net/10220/40893
• Institution: Nanyang Technological University

Machine health condition (MHC) prediction is useful for preventing unexpected failures and minimizing overall maintenance costs in condition-based maintenance. The neural network (NN)-based data-driven method has been considered to be promising for MHC prediction due to the adaptability, nonlinearit...