Summary
International Technical Conference on Circuits/Systems, Computers and Communications
2008
Session Number:G2
Session:
Number:G2-2
Three-Dimensional Phase Boundary Estimation in Sedimentation Process using Electrical Impedance Tomography with the Aid of Unscented Kalman Filter
Anil Kumar Khambampati, Ahmar Rashid, Jeong Seong Lee, Sin Kim, Kyung Youn Kim,
pp.-
Publication Date:2008/7/7
Online ISSN:2188-5079
Summary:
This work is related to interfacial phase bounadry estimation in sedimentation monitoring using electrical impedance tomography. The fluid is assumed to settle into three different phases separated by sharp interfacial boundary. The time evolution of the phase interface gives important information about the sedimentation process which can be used to control and optimize the sedimentation process. Phase interface location and their corresponding conductivities estimation is treated as a stochastic nonlinear state estimation problem with the nonstationary interfacial phase boundary (state) being estimated online with the aid of unscented Kalman filter. Numerical experiments are performed to evaluate the performance of the proposed approach and is compared with conventional extended Kalman filter.