Reduced forward models in electrical impedance tomography with probe geometry

Nissinen, A.; Sbarbaro D.; Heikkinen, LM; Vauhkonen M.

Abstract

One possible technique to monitor sedimentation and froth flotation processes is electrical impedance tomography (EIT). When EIT is used in these applications, the measurements are usually conducted using a probe sensor that is positioned inside the process vessel. Full three-dimensional reconstruction is possible, however, it leads to time-consuming reconstructions. For simplifying the reconstruction procedure and reducing the computation time, two different reduced forward models are proposed. In the first model, the conductivity is considered to be rotationally symmetric, that is, the conductivity and the potential do not change in the angular direction. This model is accurate as far as the given assumptions are fulfilled. In the second model, the conductivity is considered to be invariant also in the radial direction. This one-dimensional (1D) forward model is highly approximative and therefore the reconstructed conductivity profile is useless with conventional reconstruction approach. The approximation error approach is applied to compensate the errors due to forward model reduction. The proposed approximative forward models are evaluated through computer simulations of phase interface detection showing feasible reconstructions and significant reduction in reconstruction time without compromising reconstruction accuracy.

Más información

Título según WOS: Reduced forward models in electrical impedance tomography with probe geometry
Título según SCOPUS: Reduced forward models in electrical impedance tomography with probe geometry
Título de la Revista: INVERSE PROBLEMS IN SCIENCE AND ENGINEERING
Volumen: 22
Número: 8
Editorial: TAYLOR & FRANCIS LTD
Fecha de publicación: 2014
Página de inicio: 1259
Página final: 1284
Idioma: English
DOI:

10.1080/17415977.2013.872098

Notas: ISI, SCOPUS