期刊
INTERNATIONAL JOURNAL OF FATIGUE
卷 101, 期 -, 页码 80-85出版社
ELSEVIER SCI LTD
DOI: 10.1016/j.ijfatigue.2017.02.027
关键词
Laser spot thermography; Surface crack; Quantitative evaluation; Neural network
资金
- National Magnetic Confinement Fusion Program of China [2013GB113005]
- National Natural Science Foundation [11502192, 51277139, 51577139]
- National Basic Research Programs of China [2011CB610303]
- Postdoctoral Science Foundation Program of China [2015M570819]
In this study, a numerical method based on finite element method (FEM) is developed to simulate the heat flow generated by laser spot source and investigate the relationship between crack size and temperature distribution. The feasibility of the simulation method is validated by experiments both in time and spatial domains. The simulation and experiment results also show that the crack depth can be described by two characteristic parameters. Furthermore, a quantitative retrieval method based on neural network is developed for the crack depth evaluation by using the parameters. By using the proposed method, crack depth can be determined only by analyzing measured surface temperature values. (C) 2017 Elsevier Ltd. All rights reserved.
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