Reduction of tomographic data for use in the control of multiphase processes

Citation
Sjr. Simons et al., Reduction of tomographic data for use in the control of multiphase processes, CHEM ENG CO, 175, 1999, pp. 99-115
Citations number
13
Categorie Soggetti
Chemical Engineering
Journal title
CHEMICAL ENGINEERING COMMUNICATIONS
ISSN journal
00986445 → ACNP
Volume
175
Year of publication
1999
Pages
99 - 115
Database
ISI
SICI code
0098-6445(1999)175:<99:ROTDFU>2.0.ZU;2-H
Abstract
Tomograhic sensors are ideally suited to the on-line control of multiphase processes. Little work to date however has been undertaken to determine wha t type and style of information is required from an image to provide effect ive process control. In this paper, a possible strategy is presented; namel y, a combination of Principal Component Analysis (PCA) and Neural Networks (NN) is used to convert multivariate data from tomographic images into usef ul information suitable for the control and optimization of chemical proces ses.