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A Cost-Effective Compensation Hardware Solution for Electrical Current Fluctuations in Electrical Impedance Tomography Systems
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In electrical impedance tomography (EIT) systems, various current
sources were designed to deliver constant electrical current towards the
electrodes, irrespective of the conductivity of the conductive medium
under test. This, however, is not possible to achieve in practice since
the water conductivity ranges from 5 S/m for sea water down-to 5.5
x10 and 5 x 10 S/m for pure and
drinking water respectively which are substantially low values [1].
Thus, even in case of high water-cut fluid, unless the water is very
salty, the usage of such current sources may not be appropriate and
their substitution with an electrical capacitance tomography system or a
dielectric measurement sensor may be required. Indeed, even if the
conductivity of the medium is known and high, the gross conductivity
formed between a given pair of electrodes depend heavily on the phase’s
distribution pattern between them and can be excessively low, causing
high electric current fluctuations. One of the contributions of this
paper is to experimentally assess the effect of the electrical current
fluctuations on the accuracy of the EIT image reconstruction using three
different cutting-edge and most widely current sources designs. To the
authors’ best knowledge, this study is the first of its kind as all
other prior works assume that the electrical current is constant in the
formulation of the EIT forward and inverse problems. The paper also
suggests a new cost-effective measurement circuit design that overcomes
the fluctuations. It continuously measures the electrical current
consumed during every single excitation cycle using a very high-speed
analog-to-digital (ADC) converter, interfaced with Cyclone V field
program gate array (FPGA), to compensate for the associate voltage
readings accordingly during the image reconstruction procedure. The
assessment of the system was conducted experimentally, and the results
were compared with those provided by the three current sources. The
associated results show the higher accuracy of the suggested design,
when using Gauss Newton (GN) method, in terms of mean-squared error,
which was decreased by 75%, and the image correlation coefficient as
well.
Institute of Electrical and Electronics Engineers (IEEE)
Title: A Cost-Effective Compensation Hardware Solution for Electrical Current Fluctuations in Electrical Impedance Tomography Systems
Description:
In electrical impedance tomography (EIT) systems, various current
sources were designed to deliver constant electrical current towards the
electrodes, irrespective of the conductivity of the conductive medium
under test.
This, however, is not possible to achieve in practice since
the water conductivity ranges from 5 S/m for sea water down-to 5.
5
x10 and 5 x 10 S/m for pure and
drinking water respectively which are substantially low values [1].
Thus, even in case of high water-cut fluid, unless the water is very
salty, the usage of such current sources may not be appropriate and
their substitution with an electrical capacitance tomography system or a
dielectric measurement sensor may be required.
Indeed, even if the
conductivity of the medium is known and high, the gross conductivity
formed between a given pair of electrodes depend heavily on the phase’s
distribution pattern between them and can be excessively low, causing
high electric current fluctuations.
One of the contributions of this
paper is to experimentally assess the effect of the electrical current
fluctuations on the accuracy of the EIT image reconstruction using three
different cutting-edge and most widely current sources designs.
To the
authors’ best knowledge, this study is the first of its kind as all
other prior works assume that the electrical current is constant in the
formulation of the EIT forward and inverse problems.
The paper also
suggests a new cost-effective measurement circuit design that overcomes
the fluctuations.
It continuously measures the electrical current
consumed during every single excitation cycle using a very high-speed
analog-to-digital (ADC) converter, interfaced with Cyclone V field
program gate array (FPGA), to compensate for the associate voltage
readings accordingly during the image reconstruction procedure.
The
assessment of the system was conducted experimentally, and the results
were compared with those provided by the three current sources.
The
associated results show the higher accuracy of the suggested design,
when using Gauss Newton (GN) method, in terms of mean-squared error,
which was decreased by 75%, and the image correlation coefficient as
well.
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