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An approximation method for electrical impedance tomographyPereira, Paulo J. S. 11 1900 (has links)
Electrical impedance tomography is an imaging method with applications
to geophysics and medical imaging. A new approximation is presented based on Nachman's 2-dimensional construction for closed domains. It
improves upon existing approximations by extending the range of application from resolving 2 times the surface conductivity to imaging perfect conductors and insulators. With perfect knowledge of boundary data, this approximation exactly resolves a single conductive disc embedded in a homogenous domain. The problem, however, is ill-posed, and imaging performance degrades quickly as the distance from the boundary increases.
The key to the approximation lies in (a) approximating Fadeev's Green's function (b) pre-processing measured voltages based on a boundary-integral equation (c) solving a linearized inverse problem (d) solving a d-bar equation, and (e) scaling the resulting image based on analytical results for a disc. In the development of the approximation, a new formula for Fadeev's Green's function is presented in terms of the Exponential Integral function. Also, new comparisons are made between reconstructions with and without solving the d-bar equation, showing that the added computational expense of solving the d-bar equation is not justified for radial problems. There is no discernible improvement in image quality. As a result, the approximation converts the inverse conductivity problem into a novel one-step linear problem with pre-conditioning of boundary data and scaling of the resulting image.
Several extensions to this work are possible. The approximation is implemented for a circular domain with unit conductivity near the boundary, and extensions to other domains, bounded and unbounded should be possible, with non-constant conductivity near the boundary requiring further approximation. Ultimately, further research is required to ascertain whether it is possible to extend these techniques to imaging problems in three dimensions.
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An approximation method for electrical impedance tomographyPereira, Paulo J. S. 11 1900 (has links)
Electrical impedance tomography is an imaging method with applications
to geophysics and medical imaging. A new approximation is presented based on Nachman's 2-dimensional construction for closed domains. It
improves upon existing approximations by extending the range of application from resolving 2 times the surface conductivity to imaging perfect conductors and insulators. With perfect knowledge of boundary data, this approximation exactly resolves a single conductive disc embedded in a homogenous domain. The problem, however, is ill-posed, and imaging performance degrades quickly as the distance from the boundary increases.
The key to the approximation lies in (a) approximating Fadeev's Green's function (b) pre-processing measured voltages based on a boundary-integral equation (c) solving a linearized inverse problem (d) solving a d-bar equation, and (e) scaling the resulting image based on analytical results for a disc. In the development of the approximation, a new formula for Fadeev's Green's function is presented in terms of the Exponential Integral function. Also, new comparisons are made between reconstructions with and without solving the d-bar equation, showing that the added computational expense of solving the d-bar equation is not justified for radial problems. There is no discernible improvement in image quality. As a result, the approximation converts the inverse conductivity problem into a novel one-step linear problem with pre-conditioning of boundary data and scaling of the resulting image.
Several extensions to this work are possible. The approximation is implemented for a circular domain with unit conductivity near the boundary, and extensions to other domains, bounded and unbounded should be possible, with non-constant conductivity near the boundary requiring further approximation. Ultimately, further research is required to ascertain whether it is possible to extend these techniques to imaging problems in three dimensions.
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An approximation method for electrical impedance tomographyPereira, Paulo J. S. 11 1900 (has links)
Electrical impedance tomography is an imaging method with applications
to geophysics and medical imaging. A new approximation is presented based on Nachman's 2-dimensional construction for closed domains. It
improves upon existing approximations by extending the range of application from resolving 2 times the surface conductivity to imaging perfect conductors and insulators. With perfect knowledge of boundary data, this approximation exactly resolves a single conductive disc embedded in a homogenous domain. The problem, however, is ill-posed, and imaging performance degrades quickly as the distance from the boundary increases.
The key to the approximation lies in (a) approximating Fadeev's Green's function (b) pre-processing measured voltages based on a boundary-integral equation (c) solving a linearized inverse problem (d) solving a d-bar equation, and (e) scaling the resulting image based on analytical results for a disc. In the development of the approximation, a new formula for Fadeev's Green's function is presented in terms of the Exponential Integral function. Also, new comparisons are made between reconstructions with and without solving the d-bar equation, showing that the added computational expense of solving the d-bar equation is not justified for radial problems. There is no discernible improvement in image quality. As a result, the approximation converts the inverse conductivity problem into a novel one-step linear problem with pre-conditioning of boundary data and scaling of the resulting image.
Several extensions to this work are possible. The approximation is implemented for a circular domain with unit conductivity near the boundary, and extensions to other domains, bounded and unbounded should be possible, with non-constant conductivity near the boundary requiring further approximation. Ultimately, further research is required to ascertain whether it is possible to extend these techniques to imaging problems in three dimensions. / Applied Science, Faculty of / Electrical and Computer Engineering, Department of / Graduate
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Modified Spiegler-Kedem Model to Predict the Rejection and Flux of Nanofiltration Processes at High NaCl ConcentrationsAhmed, Farah N. 13 November 2013 (has links)
Current nanofiltration (NF) models are based on the “diluted solution” assumption and cannot successfully predict permeate fluxes at high salt concentrations. The reasons behind the strong differences between the predicted and observed fluxes are still not fully understood. In this work, it is proposed that these deviations are possibly caused by the electrical charges inside the membrane pores. At a nanoscale level, the complex electrostatic interactions between the highly confined charged solutes and the charges inside membrane pores contribute to flow retardation and this phenomena can be characterized using an additional resistance factor, which is defined as the electric resistance factor in this study. To this extent, experiments were carried out with aqueous sodium chloride (NaCl) solutions in a wide range of concentrations (0.05 – 1.96 M) using two commercial membranes (NF270 and Desal-5 DL). Salt retention was fitted and analysed by means of the classical Spiegler-Kedem model (SK). The model has been modified to include the proposed empirical electric resistance factor, Relec, to account for this additional hydrodynamic flow resistance. The modified Spiegler-Kedem model (MSK) was verified by fitting experimental data at relatively low salt concentration to obtain model parameters and then comparing the model prediction with experimental data at higher concentrations. A mathematical equation was developed to describe the dependence of an important model parameter, reflection coefficient (σ), on operational conditions such as pressure and bulk salt concentration. The thesis also discussed the mechanisms of NF separation, highlighting the electrostatic interaction between the co-ions and the membrane charges in the confined nano-environment inside the NF membrane pores.
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Dual modality tomography for the monitoring of constituent volumes in multi-component flowsDaniels, A. R. January 1996 (has links)
This thesis describes an investigation into the use of dual modality tomography to monitor multi-component flows. The concept of combining two modalities for this purpose evolved from a desire by the Water Research Council to determine volume flow rates of the major components of sewage. No single sensing method is capable of detecting all suspended solids in sewage flows therefore a decision was taken to combine the technologies of electrical resistance and optical tomography to produce a single measurement system. Sensors for both were positioned around the periphery of a static, circular phantom to allow comparisons between dual and single modalities. Modelling was carried out to determine the behaviour of the electrical impedance and optical tomography technologies in a three dimensional situation, where a variety of flow components exist. This provided a greater understanding of the problems involved in combining these technologies and an appreciation of the potential benefits. The remainder of the work can be divided into three areas. Firstly, hardware was constructed to make voltage measurements for both modalities. Secondly, software was written to perform data acquisition, data manipulation and image reconstruction using a simple back projection algorithm developed for this purpose. Finally, an integration of the individual hardware and software components was performed to produce a dual modality system on which tests were carried out to determine the resulting benefits over single modality alternatives.
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Modified Spiegler-Kedem Model to Predict the Rejection and Flux of Nanofiltration Processes at High NaCl ConcentrationsAhmed, Farah N. January 2013 (has links)
Current nanofiltration (NF) models are based on the “diluted solution” assumption and cannot successfully predict permeate fluxes at high salt concentrations. The reasons behind the strong differences between the predicted and observed fluxes are still not fully understood. In this work, it is proposed that these deviations are possibly caused by the electrical charges inside the membrane pores. At a nanoscale level, the complex electrostatic interactions between the highly confined charged solutes and the charges inside membrane pores contribute to flow retardation and this phenomena can be characterized using an additional resistance factor, which is defined as the electric resistance factor in this study. To this extent, experiments were carried out with aqueous sodium chloride (NaCl) solutions in a wide range of concentrations (0.05 – 1.96 M) using two commercial membranes (NF270 and Desal-5 DL). Salt retention was fitted and analysed by means of the classical Spiegler-Kedem model (SK). The model has been modified to include the proposed empirical electric resistance factor, Relec, to account for this additional hydrodynamic flow resistance. The modified Spiegler-Kedem model (MSK) was verified by fitting experimental data at relatively low salt concentration to obtain model parameters and then comparing the model prediction with experimental data at higher concentrations. A mathematical equation was developed to describe the dependence of an important model parameter, reflection coefficient (σ), on operational conditions such as pressure and bulk salt concentration. The thesis also discussed the mechanisms of NF separation, highlighting the electrostatic interaction between the co-ions and the membrane charges in the confined nano-environment inside the NF membrane pores.
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Estimating Surface Water Presence and Infiltration for Intermittent Streams in the Semi-arid SouthwestNicholas, Hillary Dianne January 2012 (has links)
Ephemeral streams with spatially and temporally variable flow are important ecological settings in semi-arid desert environments that until now have been poorly characterized. Our quantitative analysis explores how intermittent stream hydrology varies across geomorphic (mountain streams to desert washes) and climatic gradients (150-400 mm precipitation) in Southern Arizona. Stream channels were instrumented for the first time with a co-deployment of vertical profiles of subsurface temperature sensors, and electrical resistance (ER) sensors on the bed surface. HYDRUS 1-D was used to simulate vertical unsaturated flow, and differences along hydrologic, topographic, and climatic gradients were compared. Annual surface water presence varied < 1%-82% of the year, and reach-normalized infiltration water volumes were 20,000-2,500,000 m³/(km y). Surface water presence was correlated with geomorphic gradient, and infiltration volumes were correlated with surface water presence. This sensor co-deployment method has shown that ER sensors alone are necessary to estimate infiltration in semi-arid, poorly-sorted, coarse desert channels.
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Pre- and post-synchronization methodologies to enhance the efficiency of fixed timed artificial insemination in pharmacologically-controlled breeding systems with Bos indicus-influenced cattleZuluaga Velez, Juan Federico 25 April 2007 (has links)
Objectives were to: 1) Evaluate the effectiveness of presynchronization with GnRH before the COâÂÂSynch + CIDR protocol with timed AI (TAI) at 66 h in Bos indicusâÂÂinfluenced cattle; 2) Characterize ovarian events associated with the presynchronization; 3) Evaluate the efficacy of measuring vaginal electrical resistance (VER) to assess follicular maturity at TAI; and 4) Compare serum concentrations of progesterone (P4) in ovariectomized cows bearing new or previously used CIDR devices with or without autoclaving. In Exp. 1 and 2, cattle received either GnRH or saline on day âÂÂ7. The COâÂÂSynch + CIDR protocol included a CIDR insert and GnRH (GnRHâÂÂ1; day 0), removal of CIDR and PGF2ñ on day 7, and GnRH (GnRHâÂÂ2) and TAI 66 h after CIDR removal. In Exp. 1, pregnancy rate of females with BCS âÂÂ¥ 5 tended to differ (P=0.085) between Presynch (38%) and COâÂÂSynch + CIDR (54%). In Exp. 2, ovulatory response to GnRHâÂÂ1 was greater (P<0.01) in the Presynchronization (58%) than in the COâÂÂSynch + CIDR (27.1%) group. Emergence of a follicular wave after GnRHâÂÂ1 and ovulation rate after GnRHâÂÂ2 did not differ between groups. More (P<0.01) females that developed a follicular wave after GnRHâÂÂ1 ovulated (82%) after GnRHâÂÂ2, compared to those that did not (29%). Mean VER (ohms) was greatest (101.4ñ0.8) on day 0 and declined (P<0.01) to 95.2ñ0.8 and 82ñ0.8, respectively, on days 7 and 10. We observed a low negative but significant relationship (r=0.38; P<0.001) between VER and follicular size on day 0, 7, and 10. VER difference (day 10 minus day 7) did not differ between females with small and large follicles at TAI. Mean concentrations of P4 during the 7âÂÂday insertion period were greater (P<0.03) for new (3.7 ng/ml) and reâÂÂused autoclaved (3.4 ng/ml) than for reâÂÂused disinfected CIDRs (2.8 ng/ml). In summary, Presynch improved ovulation rate after GnRHâÂÂ1, but did not improve pregnancy rates compared to COâÂÂSynch + CIDR. Follicular maturity estimation was not feasible using VER as applied in this study. Autoclaving may be the best option when reâÂÂusing CIDR inserts because it creates greater concentrations of P4 during the first 48 h.
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Pre- and post-synchronization methodologies to enhance the efficiency of fixed timed artificial insemination in pharmacologically-controlled breeding systems with Bos indicus-influenced cattleZuluaga Velez, Juan Federico 25 April 2007 (has links)
Objectives were to: 1) Evaluate the effectiveness of presynchronization with GnRH before the COâÂÂSynch + CIDR protocol with timed AI (TAI) at 66 h in Bos indicusâÂÂinfluenced cattle; 2) Characterize ovarian events associated with the presynchronization; 3) Evaluate the efficacy of measuring vaginal electrical resistance (VER) to assess follicular maturity at TAI; and 4) Compare serum concentrations of progesterone (P4) in ovariectomized cows bearing new or previously used CIDR devices with or without autoclaving. In Exp. 1 and 2, cattle received either GnRH or saline on day âÂÂ7. The COâÂÂSynch + CIDR protocol included a CIDR insert and GnRH (GnRHâÂÂ1; day 0), removal of CIDR and PGF2ñ on day 7, and GnRH (GnRHâÂÂ2) and TAI 66 h after CIDR removal. In Exp. 1, pregnancy rate of females with BCS âÂÂ¥ 5 tended to differ (P=0.085) between Presynch (38%) and COâÂÂSynch + CIDR (54%). In Exp. 2, ovulatory response to GnRHâÂÂ1 was greater (P<0.01) in the Presynchronization (58%) than in the COâÂÂSynch + CIDR (27.1%) group. Emergence of a follicular wave after GnRHâÂÂ1 and ovulation rate after GnRHâÂÂ2 did not differ between groups. More (P<0.01) females that developed a follicular wave after GnRHâÂÂ1 ovulated (82%) after GnRHâÂÂ2, compared to those that did not (29%). Mean VER (ohms) was greatest (101.4ñ0.8) on day 0 and declined (P<0.01) to 95.2ñ0.8 and 82ñ0.8, respectively, on days 7 and 10. We observed a low negative but significant relationship (r=0.38; P<0.001) between VER and follicular size on day 0, 7, and 10. VER difference (day 10 minus day 7) did not differ between females with small and large follicles at TAI. Mean concentrations of P4 during the 7âÂÂday insertion period were greater (P<0.03) for new (3.7 ng/ml) and reâÂÂused autoclaved (3.4 ng/ml) than for reâÂÂused disinfected CIDRs (2.8 ng/ml). In summary, Presynch improved ovulation rate after GnRHâÂÂ1, but did not improve pregnancy rates compared to COâÂÂSynch + CIDR. Follicular maturity estimation was not feasible using VER as applied in this study. Autoclaving may be the best option when reâÂÂusing CIDR inserts because it creates greater concentrations of P4 during the first 48 h.
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Electrical Resistance and Acoustic Emission Measurements for Monitoring the Structural Behavior of CFRP LaminateZhou, Wei 12 July 2015 (has links)
Electrical resistance and acoustic emission (AE) measurement are jointly used to monitor the degradation in CFRP laminates subjected to tensile tests. The objective of this thesis is to perform a synergertic analysis between a passive and an active methods to better access how these perform when used for Structural Health Moni- toring (SHM). Laminates with three different stacking sequences: [0]4, [02/902]s and [+45/ − 45]2s are subjected to monotonic and cyclic tensile tests. In each laminate, we carefully investigate which mechanisms of degradation can or cannot be detect- ed by each technique. It is shown that most often, that acoustic emission signals start before any electrical detection is possible. This is is explained based on the redundance of the electrical network that makes it less sensitive to localized damages. Based on in depth study of AE signals clustering, a new classification is proposed to recognize the different damage mechanims based on only two parameters: the RA (rise time/amplitude) and the duration of the signal.
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