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Articles 3331 - 3360 of 5805
Full-Text Articles in Engineering
Meeting Engineering Program Objectives Through Service Learning Opportunities In Developing Countries, Jeffrey M. Plumblee, Lansford Bell, Leidy E. Klotz
Meeting Engineering Program Objectives Through Service Learning Opportunities In Developing Countries, Jeffrey M. Plumblee, Lansford Bell, Leidy E. Klotz
Publications
The civil engineering profession, in an adaptive reaction to emerging roles for civil engineers, is recognizing the need for new engineers to possess a more robust skill set than just the typical design background. This paper describes the efforts of Clemson Engineers for Developing Countries (CEDC) to fulfill the more nontraditional and often unaddressed “learning outcomes” noted by ASCE’s Civil Engineering Body of Knowledge for the 21st Century as important prerequisites for licensure. The learning outcomes are addressed through ongoing international service learning projects in Cange, Haiti. The paper focuses on the following four outcomes and their fulfillment methods: leadership, …
Quantifying Uncertainties In The Modelled Estimates Of Extreme Precipitation Events At The Upper Thames River Basin, Tarana A. Solaiman, Slobodan P. Simonovic
Quantifying Uncertainties In The Modelled Estimates Of Extreme Precipitation Events At The Upper Thames River Basin, Tarana A. Solaiman, Slobodan P. Simonovic
Water Resources Research Report
Assessment of climate change impact on hydrology at watershed scale incorporates downscaling of global scale climatic variables into local scale hydrologic variables and computations of risk of hydrologic extremes in future for water resources planning and management. Atmosphere-Ocean General Circulation (AOGCM) models are designed to simulate time series of future climate responses accounting for enthropogenically induced green house gas emissions. The climatological inputs obtained from several AOGCMs suffer the limitations due to incomplete knowledge arising from the inherent physical, chemical processes and the parameterization of the model structure. This study explores the methods available for quantifying uncertainties from the AOGCM …
Enabling And Understanding Failure Of Engineering Structures Using The Technique Of Cohesive Elements, H. Jiang, Xiaosheng Gao, T. S. Srivatsan
Enabling And Understanding Failure Of Engineering Structures Using The Technique Of Cohesive Elements, H. Jiang, Xiaosheng Gao, T. S. Srivatsan
Mechanical Engineering Faculty Research
In this paper, we describe a cohesive zone model for the prediction of failure of engineering solids and/or structures. A damage evolution law is incorporated into a three-dimensional, exponential cohesive law to account for material degradation under the influence of cyclic loading. This cohesive zone model is implemented in the finite element software ABAQUS through a user defined subroutine. The irreversibility of the cohesive zone model is first verified and subsequently applied for studying cyclic crack growth in specimens experiencing different modes of fracture and/or failure. The crack growth behavior to include both crack initiation and crack propagation becomes a …
Dealing With Contaminated Runways, Nihad E. Daidzic
Dealing With Contaminated Runways, Nihad E. Daidzic
Aviation Department Publications
No abstract provided.
Development Of An Open Source Bridge Management System, Michael H. Scott
Development Of An Open Source Bridge Management System, Michael H. Scott
TREC Final Reports
A bridge management system is developed using the Tcl scripting language in conjunction with the OpenSees finite element software framework. Fully programmable and string-based, Tcl is ideal for implementing live load analysis through scripts and experimenting with emergent bridge rating methodologies. Since Tcl is an interpreted language, the application also has the important advantage that new bridge capacity models and rating factor calculations can be implemented on multiple platforms without compiling source code. The network programming features of Tcl give the system access to databases for conducting internet-based bridge rating. The system is demonstrated for rating a conventionally reinforced concrete …
Mechanical Behavior Of Bio-Inspired Laminated Composites, Liang Cheng, Adam Thomas, James L. Glancey, Anette M. Karlsson
Mechanical Behavior Of Bio-Inspired Laminated Composites, Liang Cheng, Adam Thomas, James L. Glancey, Anette M. Karlsson
Mechanical Engineering Faculty Publications
To investigate if the relative high strength and stiffness of biological composites can be translated into man-made materials, innovative bio-inspired laminated composites with commercial materials (glass epoxy prepreg) were designed and manufactured by incorporating the distinctive helicoidal morphology observed in the exoskeletons of crustaceans. The helicoidal structure is characterized by a stacking sequence consisting of a gradual rotation of each lamina in the multi-layered laminated composites. Variations of the helicoidal structure were designed and produced to address some important issues encountered in the practical composites manufacturing process, including mid-plane symmetry. In addition, composite structures with a general quasi-isotropic configuration were …
Health, Transportation, And The Built Environment: Building A Roadmap For Change With Smaller Cities, Cynthia Carlson, Semra Aytur, Kevin Gardner, Shannon Rogers
Health, Transportation, And The Built Environment: Building A Roadmap For Change With Smaller Cities, Cynthia Carlson, Semra Aytur, Kevin Gardner, Shannon Rogers
Civil Engineering Faculty Publications
Presentation at the 2011 Active Living Research Annual Conference.
Effect Of Thermally Induced Deformation In A Supersonic Combustion Facility, Aditya Ajit Gupte
Effect Of Thermally Induced Deformation In A Supersonic Combustion Facility, Aditya Ajit Gupte
Master's Theses - Daytona Beach
Nastran and ANSYS finite element analysis (FEA) and Wind-US computational fluid dynamics (CFD) solvers are used to simulate the effect of thermal deformation on the reacting flow developing within the University of Virginia (UVa) Supersonic Combustion Facility (SCF). A detailed thermal-structural model is developed to resolve the temperature distribution and the resulting structural deformation taking place within the scramjet engine flowpath. The predicted thermal deformation is used to refine the CFD model and produce a new set of results for direct comparison with experiment during both ramjet and scramjet modes of operation. Improved agreement between CFD and experiment is afforded …
Electric Guitar Amplifier With Digital Effects, Shawn Garrett
Electric Guitar Amplifier With Digital Effects, Shawn Garrett
Computer Engineering
During the course of this project, the research and development of an electric guitar amplifier was undertaken. This amplifier is divided into three distinct sections. The power distribution circuitry provides the proper voltages to safely operate all necessary components. The DSP and digital effects stage provides processing and allows the user to add digital effects to the original guitar sound. The amplification stage increases the power of the input signal to drive a loudspeaker. Due to several setbacks throughout the course of this project, the overall amplifier was not completed. All three of the sections were developed to working functionality, …
P300-Based Brain-Computer Interface Paradigm Design, Reza Fazel-Rezai, Waqas Ahmad
P300-Based Brain-Computer Interface Paradigm Design, Reza Fazel-Rezai, Waqas Ahmad
Electrical Engineering Faculty Publications
No abstract provided.
Method Of Improving Cheese Quality, Colm D. Everard, Donal J. O'Callaghan, Colm P. O'Donnell, Colleen C. Fagan, Manuel Castillo, Frederick Alan Payne
Method Of Improving Cheese Quality, Colm D. Everard, Donal J. O'Callaghan, Colm P. O'Donnell, Colleen C. Fagan, Manuel Castillo, Frederick Alan Payne
Biosystems and Agricultural Engineering Faculty Patents
A method is provided for improving the quality of cheese produced from a curd and whey mixture. The method comprises the steps of monitoring the curd and whey mixture during syneresis processing to collect color data, comparing the color data to a predetermined standard and terminating syneresis when the color meets the predetermined standard or, alternatively, analyzing the color data obtained to generate kinetic parameters that can be used to predict the end point of syneresis to improve control of curd moisture content.
The Structural Role Of Titanium In Ca-Sr-Zn-Si/Ti Glasses For Medical Applications, A. W. Wren, F. R. Laffir, A. Kidari, Mark R. Towler
The Structural Role Of Titanium In Ca-Sr-Zn-Si/Ti Glasses For Medical Applications, A. W. Wren, F. R. Laffir, A. Kidari, Mark R. Towler
Chemical and Biochemical Engineering Faculty Research & Creative Works
Glasses for medical applications are used in particulate form or as a cement component. This work was undertaken to determine structural changes in 0.48SiO2-0.36ZnO-0.12CaO-0.04SrO glass when the SiO2 is substituted with 5 mol% increments of TiO2. X-ray Diffraction (XRD) was used to determine the presence of crystallinity. This occurred after additions of 20 mol% TiO2. Differential Thermal Analysis (DTA) and Network connectivity (NC) calculations determined that by increasing the TiO2 content, the Tg and NC reduced (Tg 670 °C to 632 °C, NC 1.83 to -1.14) suggesting that TiO2 acts as …
Flow Regime Identification In A Bubble Column Via Nuclear Gauge Densitometry And Chaos Analysis, S. Nedeltchev, A. Shaikh, Muthanna H. Al-Dahhan
Flow Regime Identification In A Bubble Column Via Nuclear Gauge Densitometry And Chaos Analysis, S. Nedeltchev, A. Shaikh, Muthanna H. Al-Dahhan
Chemical and Biochemical Engineering Faculty Research & Creative Works
The Bubble Column Performance Can Change Significantly as a Result of Flow Regime Change. Since Reactor Volume Productivity, Mass and Heat Transfer as Well as Mixing Are Affected by the Prevailing Flow Regime, It is Very Important to Know How to Identify It. in This Work, Flow Regime Identification Was Performed on the Basis of the Kolmogorov Entropy (KE) Algorithm Applied to Nuclear Gauge Densitometry Data. in Addition, the Average Cycle Time Was Used for Validation of the Results. Three Transition Velocities Were Identified that Delineated the Boundaries of the Three Main Hydrodynamic Regimes. the First Two Transition Points Were …
An Extended Cavity Method To Analyze Slot Coupling Between Printed Circuit Board Cavities, Gang Feng, Jun Fan
An Extended Cavity Method To Analyze Slot Coupling Between Printed Circuit Board Cavities, Gang Feng, Jun Fan
Electrical and Computer Engineering Faculty Research & Creative Works
In high-speed multilayer printed circuit boards, gaps are commonly used in planes, where different areas are utilized for different logic levels or where noise isolation from one area to another is necessary. However, these gap structures could present serious signal integrity and electromagnetic interference issues. in this paper, an extended cavity method is developed to characterize noise coupling caused by slots or gaps in the middle plane of a three-plane structure. According to the equivalence principle, the entire structure can be divided into two plane pairs without any slot in the middle plane, and then, equivalent magnetic currents are needed …
Race- And Sex-Related Differences In Retinal Thickness And Foveal Pit Morphology, Melissa Wagner-Schuman, Adam M. Dubis, Rick Nordgren, Yuming Lei, Daniel Odell, Hellen Chiao, Eric Weh, William Fischer, Yusufu N. Sulai, Alfredo Dubra, Joseph Carroll
Race- And Sex-Related Differences In Retinal Thickness And Foveal Pit Morphology, Melissa Wagner-Schuman, Adam M. Dubis, Rick Nordgren, Yuming Lei, Daniel Odell, Hellen Chiao, Eric Weh, William Fischer, Yusufu N. Sulai, Alfredo Dubra, Joseph Carroll
Biomedical Engineering Faculty Research and Publications
Purpose.
To examine sex- and race-associated differences in macular thickness and foveal pit morphology by using spectral-domain optical coherence tomography (SD-OCT).
Methods.
One hundred eighty eyes of 90 healthy patients (43 women, 47 men) underwent retinal imaging with spectral-domain OCT. The lateral scale of each macular volume scan was corrected for individual differences in axial length by ocular biometry. From these corrected volumes, Early Treatment Diabetic Retinopathy Study (ETDRS) grids of retinal thickness were generated and compared between the groups. Foveal morphology was measured with previously described algorithms.
Results.
Compared with the Caucasians, the Africans and African Americans had reduced …
Study Of Emission Turbulence-Radiation Interaction In Hypersonic Boundary Layers, L. (Lian) Duan, M. P. Martín, I. Sohn, D. A. Levin, M. F. Modest
Study Of Emission Turbulence-Radiation Interaction In Hypersonic Boundary Layers, L. (Lian) Duan, M. P. Martín, I. Sohn, D. A. Levin, M. F. Modest
Mechanical and Aerospace Engineering Faculty Research & Creative Works
Direct numerical simulations are conducted to study the effects of emission turbulence-radiation interaction in hypersonic turbulent boundary layers, representative of the Orion Crew Exploration Vehicle at peak-heating condition during reentry. A nondimensional governing parameter to measure the significance of emission turbulence-radiation interaction is proposed, and the direct numerical simulation fields with and without emission coupling are used to assess emission turbulence-radiation interaction. Both the uncoupled and coupled results show that there is no sizable interaction between turbulence and emission at the hypersonic environment under investigation. An explanation of why the intensity of emission turbulence-radiation interaction in the hypersonic boundary layer …
Interoperable Credentials Management For Wholesale Banking, Glenn Benson, Shiu-Kai Chin, Sean Croston, Karthick Jayaraman, Susan Older
Interoperable Credentials Management For Wholesale Banking, Glenn Benson, Shiu-Kai Chin, Sean Croston, Karthick Jayaraman, Susan Older
Electrical Engineering and Computer Science - All Scholarship
A gap exists between wholesale-banking business practices and security best practices: wholesale banks operate within the boundaries of contract law, while security best practices often relies upon a benevolent trusted party outside the scope of straightforward contracts. While some business domains may be able to bridge this gap, the ultra-high-value transactions used in business-to-business banking substantially increase the size of the gap. The gap becomes most apparent when regarded from the perspective of interoperability. If a single user applies the same credential to sign high-value transactions at multiple banks, then the trusted-party model becomes overly cumbersome and conflicts with an …
Measuring Degradation Rates Without Irradiance Data, Steve Pulver, Daniel Cormode, Alex Cronin, Dirk C. Jordan, Ryan Smith, Sarah R. Kurtz
Measuring Degradation Rates Without Irradiance Data, Steve Pulver, Daniel Cormode, Alex Cronin, Dirk C. Jordan, Ryan Smith, Sarah R. Kurtz
Publications (E)
A method to report PV system degradation rates without using irradiance data is demonstrated. First, a set of relative degradation rates are determined by comparing daily AC final yields from a group of PV systems relative to the average final yield of all the PV systems. Then, the difference between relative and absolute degradation rates is found from a statistical analysis. This approach is verified by comparing to methods that utilize irradiance data. This approach is significant because PV systems are often deployed without irradiance sensors, so the analysis method described here may enable measurements of degradation using data that …
A Virtual Supply Airflow Rate Meter In Rooftop Air Conditioning Units, Daihong Yu
A Virtual Supply Airflow Rate Meter In Rooftop Air Conditioning Units, Daihong Yu
Durham School of Architectural Engineering and Construction: Dissertations, Theses, and Student Research
Virtual sensing technology aims to estimate difficult to measure, expensive, or new quantities by using multifarious mathematical models along with non-invasive and low-cost measurements. Such embedded intelligence is a key to improving the performance of building systems in terms of functionality, safety, energy efficiency, environmental impacts, and costs. Considering the progress that has been achieved over many various fields (e.g., process controls, automobiles, avionics, autonomous robots, telemedicine) within the last two decades, numerous intelligent features have been incorporated and enabled that would otherwise not be possible or economical.
To identify the potential opportunities and research/development needs of virtual sensing technology …
3-D Terrain Mapping And Navigation Using A Laser Range Finder, Matthew L. Azevedo, Matthew Parilla, Kevin K. Parsons
3-D Terrain Mapping And Navigation Using A Laser Range Finder, Matthew L. Azevedo, Matthew Parilla, Kevin K. Parsons
Mechanical Engineering
The purpose of this Senior Project is to develop and implement a three-dimensional mapping and navigation system utilizing laser technology on a robotic platform. The sponsor of this project, Synbotics® Incorporated, currently has an obstacle avoidance system only operating in a single horizontal plane. This limits the mapping and navigation ability of the robot because objects below and above this plane are not accounted for. A three-dimensional system is needed to allow the robot to better navigate and map an area by accounting for these objects in the third dimension and avoiding collisions. Keith Guy, Synbotics® Chief Executive Officer, requested …
Effects Of Attenuation And Thrombus Age On The Success Of Ultrasound And Microbubble-Mediated Thrombus Dissolution, F. Xie, E. Carr Everbach, S. J. Gao, L. K. Drvol, W. T. Shi, F. Vignon, J. E. Powers, J. Lof, T. R. Porter
Effects Of Attenuation And Thrombus Age On The Success Of Ultrasound And Microbubble-Mediated Thrombus Dissolution, F. Xie, E. Carr Everbach, S. J. Gao, L. K. Drvol, W. T. Shi, F. Vignon, J. E. Powers, J. Lof, T. R. Porter
Engineering Faculty Works
The purpose of this study was to examine the effects of applied mechanical index, incident angle, attenuation and thrombus age on the ability of 2-D vs. 3-D diagnostic ultrasound and microbubbles to dissolve thrombi. A total of 180 occlusive porcine arterial thrombi of varying age (3 or 6 h) were examined in a flow system. A tissue-mimicking phantom of varying thickness (5 to 10 cm) was placed over the thrombosed vessel and the 2-D or 3-D diagnostic transducer aligned with the thrombosed vessel using a positioning system. Diluted lipid-encapsulated microbubbles were infused during ultrasound application. Percent thrombus dissolution (%TD) was …
Understanding The Impact Of Indot Projects On Automotive Industry Cluster Logistics Costs: A Case Study Of The Honda Plant, Ananth Iyer, Barry K. Partridge, Mary Pilotte, Pete Mast, Gerald Simms
Understanding The Impact Of Indot Projects On Automotive Industry Cluster Logistics Costs: A Case Study Of The Honda Plant, Ananth Iyer, Barry K. Partridge, Mary Pilotte, Pete Mast, Gerald Simms
JTRP Technical Reports
No abstract provided.
Climate-Related Challenges In Long-Term Management Of Säkylän Pyhäjärvi (Sw Finland), Anne Mari Ventelä, Teija Kirkkala, Amaury Lendasse, Marjo Tarvainen, Harri Helminen, Jouko Sarvala
Climate-Related Challenges In Long-Term Management Of Säkylän Pyhäjärvi (Sw Finland), Anne Mari Ventelä, Teija Kirkkala, Amaury Lendasse, Marjo Tarvainen, Harri Helminen, Jouko Sarvala
Engineering Management and Systems Engineering Faculty Research & Creative Works
Säkylän Pyhäjärvi (Sw Finland) is an Example of a Large and Shallow Lake Suffering from Eutrophication. during the Last 20 Years, the Quality and General Usability of Water in Pyhäjärvi Have Shown Considerable Variation Driven by Both a Variety of Human Activities and Climate-Related Factors Such as Wet and Dry Years. the Lake Has Been Thoroughly Studied for Decades and Has Been the Object of Comprehensive Restoration Activities Both in the Catchment and in the Lake Since the 1990s. Large Variety of Water Protection Measures Like Wetlands, Sedimentation Ponds and Filtering Systems Have Been Implemented in the Catchment Area to …
Nanostructured Substrate With Nanoparticles Fabricated By Femtosecond Laser For Surface-Enhanced Raman Scattering, Yukun Han, Zhi Liang, Huilai Sun, Hai Xiao, Hai-Lung Tsai
Nanostructured Substrate With Nanoparticles Fabricated By Femtosecond Laser For Surface-Enhanced Raman Scattering, Yukun Han, Zhi Liang, Huilai Sun, Hai Xiao, Hai-Lung Tsai
Electrical and Computer Engineering Faculty Research & Creative Works
A Simple and Fast Method to Fabricate Nanostructured Substrates with Silver Nanoparticles over a Large Area for Surface-Enhanced Raman Scattering (SERS) is Reported. the Method Involves Two Steps: (1) Dip the Substrate into a Silver Nitrate Solution for a Few Minutes, Remove the Substrate from the Solution, and Then Air Dry and (2) Process the Silver Nitrate Coated Substrate by Femtosecond (Fs) Laser Pulses in Air. the Second Step Can Create Silver Nanoparticles Distributed on the Nanostructured Surface of the Substrate by the Photoreduction of Fs Multiphoton Effects. This Study Demonstrates that an Enhancement Factor (EF) Greater Than 5x105, Measured …
2009 Summary Of Highway Revenues, Distributions, & Expenses For Indiana Counties, Cities, & Towns, Indiana Ltap
2009 Summary Of Highway Revenues, Distributions, & Expenses For Indiana Counties, Cities, & Towns, Indiana Ltap
Indiana Local Technical Assistance Program (LTAP) Publications
This report provides information on revenues, distributions, and expenses of state and local governments for highway, road, and street work. Since the Motor Vehicle Highway (MVH) and Local Road and Street (LRS) Accounts are the principal source of funds for local road or street construction and maintenance operations, this summary may be used to see the trends in income sources and in the expenses charged to the funds prior to their being distributed to the highway, road, and street agencies.
Constant Power Control Of Dfig Wind Turbines With Supercapacitor Energy Storage, Liyan Qu, Wei Qiao
Constant Power Control Of Dfig Wind Turbines With Supercapacitor Energy Storage, Liyan Qu, Wei Qiao
Department of Electrical and Computer Engineering: Faculty Publications
With the increasing penetration of wind power into electric power grids, energy storage devices will be required to dynamically match the intermittency of wind energy. This paper proposes a novel two-layer constant power control scheme for a wind farm equipped with doubly fed induction generator (DFIG) wind turbines. Each DFIG wind turbine is equipped with a super-capacitor energy storage system (ESS) and is controlled by the low-layer wind turbine generator (WTG) controllers and coordinated by a high-layer wind farm supervisory controller (WFSC). The WFSC generates the active power references for the low-layer WTG controllers according to the active power demand …
A Simple Upper Bound Of The Gaussian �-Function With Closed-Form Error Bound, Won Mee Jang
A Simple Upper Bound Of The Gaussian �-Function With Closed-Form Error Bound, Won Mee Jang
Department of Electrical and Computer Engineering: Faculty Publications (to 2015)
We present a simple upper bound of the Gaussian Q-function with its closed-form error bound. The proposed approximation can be applied to the evaluation of the average error probability of digital modulations with its error bound. Our bit error rate (BER) bound can be easily applied to fading channels.
Fracture Analysis Of Kevlar-49/Epoxy And E-Glass/Epoxy Doublers For Reinforcement Of Cracked Aluminum Plates, Ananth Ram Mahanth Kasavajhala, Linxia Gu
Fracture Analysis Of Kevlar-49/Epoxy And E-Glass/Epoxy Doublers For Reinforcement Of Cracked Aluminum Plates, Ananth Ram Mahanth Kasavajhala, Linxia Gu
Department of Mechanical and Materials Engineering: Faculty Publications
Adhesively bonded composite patch repair is an efficient means to regain load carrying capacity, alleviate the crack growth, and improve the service life of the damaged structure. In this paper, three dimensional finite element models are developed to examine the fracture behavior of a single edge V-notched Aluminum plate repaired with Kevlar-49/epoxy or e-glass/epoxy pre-preg patches on both sides. Contour integral method was used for evaluating the stress intensity factor (SIF), an indicator of the crack stability. The load transfer mechanisms, stress distribution, damage variable (D), and crack mouth opening displacement (CMOD), were also presented to estimate the …
Bacterial Killing By Dry Metallic Copper Surfaces, Christophe Espírito Santo, Ee Wen Lam, Christian Elowsky, Davide Quaranta, Dylan W. Domaille, Christopher J. Chang, Gregor Grass
Bacterial Killing By Dry Metallic Copper Surfaces, Christophe Espírito Santo, Ee Wen Lam, Christian Elowsky, Davide Quaranta, Dylan W. Domaille, Christopher J. Chang, Gregor Grass
Nebraska Center for Biotechnology: Faculty and Staff Publications
Metallic copper surfaces rapidly and efficiently kill bacteria. Cells exposed to copper surfaces accumulated large amounts of copper ions, and this copper uptake was faster from dry copper than from moist copper. Cells suffered extensive membrane damage within minutes of exposure to dry copper. Further, cells removed from copper showed loss of cell integrity. Acute contact with metallic copper surfaces did not result in increased mutation rates or DNA lesions. These findings are important first steps for revealing the molecular sensitive targets in cells lethally challenged by exposure to copper surfaces and provide a scientific explanation for the use of …
Bayesian Models For Reidentification Of Trucks Over Long Distances On The Basis Of Axle Measurement Data, Mecit Cetin, Christopher Monsere, Andrew Nichols
Bayesian Models For Reidentification Of Trucks Over Long Distances On The Basis Of Axle Measurement Data, Mecit Cetin, Christopher Monsere, Andrew Nichols
Civil and Environmental Engineering Faculty Publications and Presentations
Vehicle reidentification methods can be used to anonymously match vehicles crossing 2 different locations on the basis of vehicle attribute data. In this article, reidentification methods are developed to match commercial vehicles that cross 2 weigh-in-motion sites in Oregon that are separated by 145 miles. Using vehicle length and axle data as attributes to characterize vehicles, a Bayesian model is developed that uses probability density functions obtained by fitting Gaussian mixture models to a sample data set of matched vehicles. The reidentification model when applied to a test data set (where each downstream vehicle also crosses the upstream site) matches …