@inproceedings{e7b9006cf9a0460cb69f8c8fa89a9d12,
title = "Bayesian network combined fuzzy c-means methodology for turbine blades fatigue performance evaluation",
abstract = "In this paper, a fatigue performance evaluation model for steam turbine blades based on Bayesian network combined fuzzy c-means algorithm was proposed. Bayesian network was viewed as a classification technique to evaluate fatigue performance. Fuzzy c-means algorithm was applied to perform cluster analysis of fatigue performance values and made them discrete. Low-cycle fatigue tests on certain kind of steam turbine blades were performed. Experiment results well examined the validity of the evaluation model. The proposed methodology significantly provided a possible approach to assist operators and engineers in carrying out online monitoring of blades' fatigue degradation.",
keywords = "Bayesian network, Fuzzy c-means, Turbine blades, fatigue performance evaluation, online monitoring",
author = "Jihong Yan and Xingman Xiong and Shifeng Zhu",
year = "2010",
doi = "10.1109/ICFPEE.2010.28",
language = "英语",
isbn = "9780769540733",
series = "Proceedings - International Conference on Future Power and Energy Engineering, ICFPEE 2010",
pages = "87--90",
booktitle = "Proceedings - International Conference on Future Power and Energy Engineering, ICFPEE 2010",
note = "2010 International Conference on Future Power and Energy Engineering, ICFPEE 2010 ; Conference date: 26-06-2010 Through 27-06-2010",
}