Classical electrical impedance tomography is an imaging modality in which t
he internal impedivity distribution is reconstructed from the known injecte
d currents and voltages measured on the surface of the object. However. in
many industrial cases there are a priori known internal structures inside t
he vessels which could be used as internal electrodes in tomographical imag
ing. In this paper we consider modelling of certain types of internal struc
tures and using them as internal electrodes in two-dimensional electrical p
rocess tomography. We also propose an inversion approach in which direction
al smoothness of the resistivity distribution can be taken into account. Si
mulations and laboratory experiments show that. by utilizing internal struc
tural information and using these internal structures as additional electro
des. we can achieve significant improvements in image reconstruction. Impro
vements are shown for the cases in which the electrodes are placed at the c
entre of the object and are surrounded by a resistive layer.