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  • 标题:Using Thermography and Artificial Neural Networks in Civil Engineering
  • 本地全文:下载
  • 作者:Alexandrina-Elena Pandelea ; Mihai Budescu
  • 期刊名称:Bulletin of the Polytechnic Institute of Jassy, Constructions, Architechture Section
  • 印刷版ISSN:1224-3884
  • 电子版ISSN:2068-4762
  • 出版年度:2016
  • 卷号:66
  • 期号:2
  • 页码:29-36
  • 出版社:Gheorghe Asachi Technical University of Jassy
  • 摘要:By applying the thermography and neural networks, a diagnosis of the heat loss can establish, followed by the state of a building. The infrared images recorded by the camera, obtained through the thermography, will be the input data for the artificial neural network. For this type of problem, a feed-forward, multilayer, supervised neural network is adopted and trained with a back-propagation algorithm. The activation function used in this matter is a function specific to the information classification problems, namely the step function.
  • 关键词:diagnosis; heat loss; back; propagation algorithm; surface; temperature
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