Evaluation of methods for on-line image analysis of electrical impedance tomography images

被引:4
作者
Gutierrez Gnecchi, Jose Antonio [1 ]
Marroquin Pineda, Edith [1 ]
机构
[1] Inst Technol Morelia, Dept Ingn Elect, Morelia, Michoacan, Mexico
来源
CERMA 2007: ELECTRONICS, ROBOTICS AND AUTOMOTIVE MECHANICS CONFERENCE, PROCEEDINGS | 2007年
关键词
D O I
10.1109/CERMA.2007.4367700
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes the manner in which EIT (Electrical Impedance Tomography) was used to online estimate separation efficiency in solid/liquid separators. Although off-line image analysis can be used to determine the characteristics of the internal flow, it is necessary to develop a technique for on-line control of the separation process. Three different methods were evaluated to determine a suitable strategy for on-line image analysis of electrical impedance tomography data: (i) Use of back-propagation artificial neural networks (ANN), (ii) air core scaling and (iii) use of radial basis functions and detection of abrupt changes. One case study is presented: A 44 mm internal-body diameter hydrocyclone pilot-scale plant.
引用
收藏
页码:283 / 288
页数:6
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