An analytical boundary element integral approach to track the boundary of a moving cavity using electrical impedance tomography

This paper is about locating the boundary of a moving cavity within a homogeneous background from the voltage measurements recorded on the outer boundary. An inverse boundary problem of a moving cavity is formulated by considering a two-phase vapor–liquid flow in a pipe. The conductivity of the flow components (vapor and liquid) is assumed to be constant and known a priori while the location and shape of the inclusion (vapor) are the unknowns to be estimated. The forward problem is solved using the boundary element method (BEM) with the integral equations solved analytically. A special situation is considered such that the cavity changes its location and shape during the time taken to acquire a full set of independent measurement data. The boundary of a cavity is assumed to be elliptic and is parameterized with Fourier series. The inverse problem is treated as a state estimation problem with the Fourier coefficients that represent the center and radii of the cavity as the unknowns to be estimated. An extended Kalman filter (EKF) is used as an inverse algorithm to estimate the time varying Fourier coefficients. Numerical experiments are shown to evaluate the performance of the proposed method. Through the results, it can be noticed that the proposed BEM with EKF method is successful in estimating the boundary of a moving cavity.

[1]  R. Kress,et al.  Nonlinear integral equations and the iterative solution for an inverse boundary value problem , 2005 .

[2]  T. Savolainen,et al.  Estimating shapes and free surfaces with electrical impedance tomography , 2004 .

[3]  Rainer Kress,et al.  Nonlinear Integral Equations for Solving Inverse Boundary Value Problems for Inclusions and Cracks , 2006 .

[4]  Yuri V. Fairuzov,et al.  Numerical simulation of transient flow of two immiscible liquids in pipeline , 2000 .

[5]  Masaru Ikehata,et al.  Enclosing a polygonal cavity in a two-dimensional bounded domain from Cauchy data , 1999 .

[6]  E. Somersalo,et al.  Existence and uniqueness for electrode models for electric current computed tomography , 1992 .

[7]  Ramani Duraiswami,et al.  Efficient 2D and 3D electrical impedance tomography using dual reciprocity boundary element techniques , 1998 .

[8]  Simon R. Arridge,et al.  RECOVERY OF REGION BOUNDARIES OF PIECEWISE CONSTANT COEFFICIENTS OF AN ELLIPTIC PDE FROM BOUNDARY DATA , 1999 .

[9]  Ramani Duraiswami,et al.  Boundary element techniques for efficient 2-D and 3-D electrical impedance tomography , 1997 .

[10]  Robert G. Aykroyd,et al.  A boundary-element approach for the complete-electrode model of EIT illustrated using simulated and real data , 2007 .

[11]  Marko Vauhkonen,et al.  Image reconstruction in time-varying electrical impedance tomography based on the extended Kalman filter , 2001 .

[12]  Umer Zeeshan Ijaz,et al.  Phase boundary estimation in electrical impedance tomography using the Hooke and Jeeves pattern search method , 2010 .

[13]  Takashi Ohe,et al.  A numerical method for finding the convex hull of polygonal cavities using the enclosure method , 2002 .

[14]  K. Kunisch,et al.  Level-set function approach to an inverse interface problem , 2001 .

[15]  Rainer Kress,et al.  Nonlinear integral equations for the inverse electrical impedance problem , 2007 .

[16]  Derek B. Ingham,et al.  The method of fundamental solutions for detection of cavities in EIT , 2009 .

[17]  Feng Dong,et al.  Electrical resistance tomography for locating inclusions using analytical boundary element integrals and their partial derivatives , 2010 .

[18]  Umer Zeeshan Ijaz,et al.  Electrical resistance imaging of a time-varying interface in stratified flows using an unscented Kalman filter , 2008 .

[19]  F. A. Holland,et al.  Fluid flow for chemical engineers , 1973 .

[20]  David K. Han,et al.  Regular Article: A Shape Decomposition Technique in Electrical Impedance Tomography , 1999 .

[21]  Daniel Lesnic,et al.  The method of fundamental solutions for the Cauchy problem associated with two-dimensional Helmholtz-type equations , 2005 .

[22]  Sin Kim,et al.  Unscented Kalman filter approach to tracking a moving interfacial boundary in sedimentation processes using three-dimensional electrical impedance tomography , 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[23]  Ville Kolehmainen,et al.  Tracking of moving interfaces in sedimentation processes using electrical impedance tomography , 2006 .

[24]  Eric T. Chung,et al.  Electrical impedance tomography using level set representation and total variational regularization , 2005 .

[25]  Jari P. Kaipio,et al.  Boundary element method and internal electrodes in electrical impedance tomography , 2001 .

[26]  M. Hanke,et al.  Numerical implementation of two noniterative methods for locating inclusions by impedance tomography , 2000 .