Engineering Commons^™

System-Wide Prediction Of General, All-Cause, Preventable Hospital Readmissions, Ken Musselman, Brandon Pope, Steve Witz, Zhiyi Tian, Lingsong Zhang, Linda Leon, Ann Davis

RCHE Publications

Existing studies of hospital readmissions typically focus on specific diagnoses, age groups, discharge dispositions, payer classes, or hospitals, and often use small samples. It is not clear how predictive models generated from such studies generalize across diseases, hospitals, or time periods. In this study, a logistic regression model of readmission risk within 30 days based on hospital administrative data was constructed and validated across hospitals and time periods. The hospitals included both general and specialty hospitals such as long-term care, women’s, and children’s hospitals. The administrative data included information on patient’s demographics, diagnoses, procedures, and discharge disposition. Derivation and validation …

Pre-Mission Input Requirements To Enable Successful Sample Collection By A Remote Field/Eva Team, Barbara A. Cohen, Darlene S. S. Lim, Kelsey E. Young, Anna Brunner, Richard C. Elphic, Audrey Horne, Mary C. Kerrigan, Gordon O. Osinski, John R. Skok, Steven W. Squyres, David Saint-Jacques, Jennifer L. Heldmann

Journal of Human Performance in Extreme Environments

We used a field excursion to the West Clearwater Lake Impact structure as an opportunity to test factors that contribute to the decisions a remote field team (for example, astronauts conducting extravehicular activities (EVA) on planetary surfaces) makes while collecting samples for return to Earth. We found that detailed background on the analytical purpose of the samples, provided to the field team, enables them to identify and collect samples that meet specific analytical objectives. However, such samples are not always identifiable during field reconnaissance activities, and may only be recognized after outcrop characterization and interpretation by crew and/or science team …

Identity, Critical Agency, And Engineering Majors: An Affective Model For Predicting Engineering As A Career Choice., Allison Godwin, Geoff Potvin, Zahra Hazari, Robynne Lock

School of Engineering Education Faculty Publications

Prior to college, many students do not have experience with engineering, but some ultimately choose an engineering career. Additionally, women choose engineering at lower rates than men, which results in women’s underrepresentation. The framework of critical engineering agency (CEA) is utilized to understand student attitudes and beliefs for choosing engineering. We investigate the relationships among students’ math and physics identities in high school that predict choice of engineering careers; how students’ beliefs about science and technology predict a choice of engineering careers; whether these beliefs are different by gender; and how well CEA explains students’ engineering choice. The data were …

Systematic Literature Review Of The Use Of Rich Media In Stem And Related Education, Tony A. Lowe

School of Engineering Education Graduate Student Series

The use of video in pedagogy is well established in the modern classroom with researched understanding of its benefits. Prior literature reviews provide a foundation for the impacts within a wide scope of environments and subjects. These reviews primarily have looked at students and faculty attitudes, learning outcomes, and the impact on attendance. The impact has been spread over general subject matter with little focus on the often challenging topics of STEM education. Many topics in STEM education are highly procedural, such as mathematical proofs or writing code or conducting experiments. Understanding the costs and benefits of using video to …

Effect Of Strontium In Soldering Resistance, Pengyu Zhu

Purdue Polytechnic Masters Theses

ABSTRACT

Pengyu Zhu. M.S., Purdue University, December 2015. Effect of Strontium in Soldering Resistance. Major Professor: Qingyou Han.

Extrusive effect has been taken in the area of die soldering study because such phenomenon is responsible to die failures. Die failure causes huge amount of maintenance cost and machines shutting down. Knowing the mechanism of die soldering and soldering resistance saves not only money but also reduces machine downtime. Industry has found that strontium, instead of iron conventionally, has significant effect in enhancing soldering resistance of H13 steel. Previous studies on strontium effect proposed the ideas that strontium changed the surface …

Plasma Membrane Temperature Gradients And Multiple Cell Permeabilization Induced By Low Peak Power Density Femtosecond Lasers, Allen L. Garner, Bogdan Neculaes, Maxim Deminsky, Dmitry V. Dylov, Chulmin Joo, Evelina R. Loghin, Siavash Yazdanfar, Kenneth R. Conway

School of Nuclear Engineering Faculty Publications

Calculations indicate that selectively heating the extracellular media induces membrane temperature gradients that combine with electric fields and a temperature-induced reduction in the electro- permeabilization threshold to potentially facilitate exogenous molecular delivery. Experiments by a wide-field, pulsed femtosecond laser with peak power density far below typical single cell optical de- livery systems confirmed this hypothesis. Operating this laser in continuous wave mode at the same average power permeabilized many fewer cells, suggesting that bulk heating alone is insufficient and temperature gradients are crucial for permeabilization. This work suggests promising opportunities for a high throughput, low cost, contactless method for laser …

Design Of Elastic Metamaterials, Yu-Chi Su

Open Access Dissertations

This study focused on the design and fabrication of a double negativity and three broadband single negativity elastic metamaterials using a 3D printer. We investigated dispersion curves and dynamic material properties of the metamaterials. Negative phase velocity in the double negativity metamaterial was also demonstrated.

For metamaterials with single negativity, three types of broadband metamaterials were designed from parametric studies. A comparison showed that using frame bending/stretching mode is more effective than applying beam bending mode to broaden bandgap. Furthermore, it is found that adding internal resonant components could enlarge the bandgap. The single negativity metamaterials were validated by numerical …

The Impact Of Crystal Morphology On The Thermal Responses Of Ultrasonically-Excited Energetic Materials, J. K. Miller, J. O. Mares, I. E. Gunduz, Steven F. Son, Jeff Rhoads

Purdue Energetics Research Center Articles

The ability to detect explosive materials may be significantly enhanced with local increases in vapor pressure caused by an elevation of the materials'temperature. Recently, ultrasonic excitation has been shown to generate heat within plastic-bonded energetic materials. To investigate the impact of crystal morphology on this heating, samples of elastic binder are implanted with single ammonium perchlorate crystals of two distinct shape groups. Contact piezoelectric transducers are then used to excite the samples at ultrasonicfrequencies. The thermal responses of the crystals are recorded using infrared thermography, and the rate of heating is estimated. Surface temperature increases up to 15 °C …

Concise Handbook For Temporary Traffic Control, Indiana Ltap, Ohio Department Of Transportation

Indiana Local Technical Assistance Program (LTAP) Publications

This handbook gives the basic principles and provides examples for the design, application, installation, and maintenance of the various types of traffic control devices used in temporary traffic control or for incident management. Traffic control in roundabouts has been included in this version. The guidelines presented are in accordance with the standards provided within the Indiana Manual for Uniform Traffic Control Devices (IMUTCD). This handbook is based upon one created by the Ohio Department of Transportation, Guidelines for Traffic Control in Work Zones. Indiana LTAP expresses thanks to ODOT for their permission to reprint this material.

Stormwater Drainage Manual 2015, Christopher B. Burke, Thomas T. Burke

Indiana Local Technical Assistance Program (LTAP) Publications

This manual is a comprehensive catalog of procedures, design methods and criteria, and general background information which will enable the designer to quickly learn or review the basic principles of storm drainage design. Subjects included are precipitation and hydrological cycle, runoff and its estimation, open channels, flow in gutters and inlets, stormwater storage, storm sewer system design, computer applications for computing watershed runoff, and water quality. Included in the appendices are basics of statistical analysis, fundamentals of hydraulics, and a list of regulatory agencies and governmental bodies which may have jurisdiction over drainage projects. A chapter on green infrastructure has …

Generalized Techniques For Using System Execution Traces To Support Software Performance Analysis, Thelge Manjula Peiris

Open Access Dissertations

This dissertation proposes generalized techniques to support software performance analysis using system execution traces in the absence of software development artifacts such as source code. The proposed techniques do not require modifications to the source code, or to the software binaries, for the purpose of software analysis (non-intrusive). The proposed techniques are also not tightly coupled to the architecture specific details of the system being analyzed. This dissertation extends the current techniques of using system execution traces to evaluate software performance properties, such as response times, service times. The dissertation also proposes a novel technique to auto-construct a dataflow model …

Estimating The Water Quality Condition Of River And Lake Water In The Midwestern United States From Its Spectral Characteristics, Jing Tan

Open Access Dissertations

This study focuses on developing/calibrating remote sensing algorithms for water quality retrieval in Midwestern rivers and lakes. In the first part of this study, the spectral measurements collected using a hand-held spectrometer as well as water quality observations for the Wabash River and its tributary the Tippecanoe River in Indiana were used to develop empirical models for the retrieval of chlorophyll (chl) and total suspended solids (TSS). A method for removing sky and sun glint from field spectra for turbid inland waters was developed and tested. Empirical models were then developed using a subset of the field measurements with the …

Targeted Products From Fast-Hydropyrolysis And Hydrodeoxygenation Of Biomass, Ian Tad Smith

Open Access Theses

Previously, the H2Bioil process was proposed as a possible way to convert sustainably available intact biomass into liquid fuels. The optimization of this process and possible synergies with other biomass conversion processes are presented in this thesis.

The selectivity of the PtMo hydrodeoxygenation catalyst was tuned using two different hydrogen partial pressures: 25 bar, and 2.5 bar. This effect was studied on cellulose and intact biomass samples to determine the effect that hydrogen has upon the retention of aromatic compounds found in intact biomass. These experiments show that it is possible for the hydrogenation activity of the PtMo catalyst to …

An Integrated Framework For Fostering Human Factor Sustainability And Increased Safety In Aviation Ramp Operations, Sarah M. Hubbard, Denver Lopp

Journal of Aviation Technology and Engineering

The aviation work environment has one of the highest accident rates of any industry sector in the United States, resulting in significant costs for both employee injuries and equipment damage. In fact, injury rates exceed rates found in areas that are widely recognized as hazardous, such as construction and mining, and it is estimated that aircraft ground damage costs are as high as 5 billion to 10 billion dollars per year. Purdue University’s Aviation Technology Department has conducted numerous safety and human factors studies in the past decade encompassing maintenance and repair operations, corporate flight departments, and over ten major …

Quantifying The Information Habits Of High School Students Engaged In Engineering Design, Nathan Mentzer, Michael J. Fosmire

Journal of Pre-College Engineering Education Research (J-PEER)

stract This study measured the information gathering behaviors of high school students who had taken engineering design courses as they solved a design problem. The authors investigated what types of information students accessed, its quality, when it was accessed during the students’ process, and if it impacted their thinking during the activity. Students overwhelmingly relied on internet searching to acquire information, rather than printed materials available to them. The sites they found were generally popular rather than technical, and persuasive (i.e., trying to sell something) rather than informative. The high school students understood the need for information, as they sought …

Effect Of An Engineering Camp On Students’ Perceptions Of Engineering And Technology, Rebekah Hammack, Toni A. Ivey, Juliana Utley, Karen A. High

Journal of Pre-College Engineering Education Research (J-PEER)

Students’ knowledge about a profession influences their future decisions about careers. Research indicates that students tend to hold stereotypical views of engineers, which would hinder engineering as a career choice. The purpose of this study was to measure how participating in a week long engineering summer camp affected middle school students’ (N519) attitudes towards engineering and their conceptions of engineering and technology. Results indicate that participation in the programs had a positive impact on the students’ understandings of what technology is and the work engineers do. Although the results indicate a positive impact on participants, it is not clear which …

Teacher Beliefs About Motivating And Teaching Students To Carry Out Engineering Design Challenges: Some Initial Data, James P. Van Haneghan, Susan A. Pruet, Rhonda Neal-Waltman, Jessica M. Harlan

Journal of Pre-College Engineering Education Research (J-PEER)

The present study examines middle school teachers’ beliefs about seven learning outcomes related to a project that involves developing and examining the effects of a set of engineering design modules constructed for use by middle school math and science teachers. Overall, the teachers involved in the intervention appear to believe they have the instructional skills, professional development, and resources to carry out the modules. Teachers from all of the schools (both intervention and comparison schools) for the most part valued the outcomes as important. Results of the study indicate that, although teachers believe they value and can obtain most of …

The Impact Of The First Officer Qualification Ruling: Pilot Performance In Initial Training, Nancy R. Shane

Journal of Aviation Technology and Engineering

The intent of the First Officer Qualification (FOQ) ruling was to improve the quality of first officers flying for Part 121 carriers. In order to test this, a study was completed at a regional carrier to compare pilots hired prior to the FOQ ruling with those hired after the FOQ ruling. The study compared 232 pilots hired from 2005–2008 with 184 pilots hired from August 2013–November 2014. The pilots’ date of hire as compared to the date the FOQ ruling went into effect defined the input (Source) variable. Initial training defined the output (Success) variables. The airline name and all …

Implementation Of A Novel Hydraulic Hybrid Powertrain In A Sports Utility Vehicle, Michael Sprengel, Tyler Bleazard, Hiral Haria, Monika Ivantysynova

School of Mechanical Engineering Faculty Publications

Hydraulic hybrid transmissions offer an efficient and high performance alternative to electric hybrid transmission in on-road vehicles. One of the principle benefits of hydraulic over electric hybrids is the higher power density offered by their energy storage media. This enables hydraulic hybrids to capture virtually all of the available kinetic energy from braking. In contrast electric hybrids are often forced to dissipate part of this energy through friction brakes due to the lower power density inherent in their energy storage media. To date various hydraulic hybrid architectures have been investigated and put into production. However as is typically true there …

Development Of Load Rating Procedures For Railroad Flatcars For Use As Highway Bridges Based On Experimental And Numerical Studies - Phase Iii Final Report, Kadir Can Sener, Teresa L. Washeleski, Robert Connor

Indiana Local Technical Assistance Program (LTAP) Technical Reports

This report presents the result of finite element analysis of laboratory testing of a railroad flatcar bridge in which several parameters were varied including the spacing between flatcars, load position, and member relative stiffness. The results were used to improve previously proposed load rating guidelines developed for railroad flatcar bridges constructed with composite concrete decks.

Sub-Millisecond Measurements Of Thermal Conductivity And Thermal Diffusivity Using Micrometer-Sized Hot Strips, Mattias K. Gustavsson, Johan S. Gustavsson, Yi Ma, Åsa Haglund, Daniel Cederkrantz, Silas E. Gustafsson

International Thermal Conductivity Conference (ITCC) and the International Thermal Expansion Symposium (ITES)

A new measurement technique based on the transient hot strip technique has recently been developed for studying anisotropic thermal transport properties of thin crystalline films. A micrometer-sized hot strip sensor is evaporated on the surface of the crystalline film sample, which has been deposited on a substrate wafer of limited thickness. From a pulsed transient recording, using sub-millisecond square-shaped pulses, a thermal probing depth that is less than the film thickness is assured. In the ongoing work of verifying the technique, we show results from measurements on z-cut crystal quartz and fused silica, using thermal probing depths of only 30 …

High-Temperature Thermal Properties Using Reflected Sample Generated Radiation, E. G. Wolff

International Thermal Conductivity Conference (ITCC) and the International Thermal Expansion Symposium (ITES)

A method for determining high-temperature thermal properties of thick solid materials involves short-term radiation pulses (20–200 s) on the front surface of a sample via a light guide, such as a quartz or sapphire rod. The magnitude of the flux absorbed must be accurately known for thermal conductivity, but not for thermal diffusivity. Power sources may include a lamp or laser but each has difficulties. For example, a lamp often has too little power and needs complex optics, and a laser beam may have excessive power that also lacks control. A heated sample transmits considerable radiation that varies with temperature …

Provisional Assessment Of Candidate High-Temperature Thermal Conductivity Reference Materials In The Emrp “Thermo” Project, J. Wu, R. Morrell, T. Fry, S. Gnaniah, D. Gohil, A. Dawson, J. Hameury, Alain Koenen, U. Hammerschmidt, E. Turzó-András, R. Strnad, A. Blahut

International Thermal Conductivity Conference (ITCC) and the International Thermal Expansion Symposium (ITES)

This article describes the provisional assessment of a short list of four candidate high-temperature thermal conductivity reference materials in a European research project, “Thermo.” These four candidate materials are low-density calcium silicate, amorphous silica, high-density calcium silicate, and exfoliated vermiculite. Based on initial tests on material composition and microstructure changes, dimensional stability, mechanical stability, chemical stability and uniformity, the best two candidate materials that would be considered for further detailed characterization in the next stage are low-density calcium silicate and high-density calcium silicate. These two materials are dimensionally, mechanically, and chemically stable, which are more robust and easier to handle …

Simulation And Optimization Of An In-Plane Thermal Conductivity Measurement Structure For Silicon Nanostructures, Y. Zeng, Amy Marconnet

International Thermal Conductivity Conference (ITCC) and the International Thermal Expansion Symposium (ITES)

Silicon-on-insulator based measurement structures have recently been developed to measure the thermal conductivity of nanostructured materials. For example, suspended steady-state measurement structures are often used for measuring the in-plane thermal conductivity of thin silicon films as the heat transfer is confined to the lateral direction. However, few researchers have focused on optimizing the important structural and measurement parameters, such as geometry and applied heater power levels, to ensure accurate measurements. In this article, numerical simulations are first compared with existing experimental data for suspended steady-state joule heating measurement structures with a large suspended region (~10 mm²). Then, a …

Design Of A Guarded Hot Plate For Measuring Thin Specimens Of Polymer And Composite Materials, Clark Stacey, M. J. Parfitt, A. J. Simpkin, J. Wu

International Thermal Conductivity Conference (ITCC) and the International Thermal Expansion Symposium (ITES)

The National Physical Laboratory (NPL) has developed a new design of guarded hot plate apparatus specifically for absolute measurements on thin specimens of medium thermal conductivity materials, such as the polymer composites that are becoming more widely used in aerospace and other advanced manufacturing sectors. Although NPL has an existing measurement facility based on a commercially manufactured apparatus conforming to ASTM E1530, this current facility is not based on an absolute measurement technique and is not able to provide the low measurement uncertainty or flexibility that is increasingly being demanded by industrial users of this NPL service.

The target specification …

International Comparison Of Guarded Hot Plate Facilities At Low Temperature On Mineral Wool Insulation Material, Alain Koenen, Clark Stacey, Erik Rasmussen, Roland Schreiner, Grażyna Swołek

International Thermal Conductivity Conference (ITCC) and the International Thermal Expansion Symposium (ITES)

In 2000, the Institute for Reference Materials and Measurements (IRMM) proposed the creation of a new European certified reference material for the thermal conductivity measurements IRMM-440. A specific production batch of high density (64–78 kg/m³) resin-bonded glass fiber boards was manufactured and characterized by a group of six leading European laboratories with long-standing expertise in thermal conductivity measurements, including four national measurements institutes. The IRMM-440 has since been used as the European certified reference material for thermal conductivity measurements on thermal insulation covering temperatures between –10°C and 50°C, and most frequently to calibrate Heat Flow Meter apparatus making …

A New Facility For The Experimental Investigation On Nano Heat Transfer Between Gas Molecules And Ceramic Surfaces, D. Bayer, U. Gross, K. Raed

International Thermal Conductivity Conference (ITCC) and the International Thermal Expansion Symposium (ITES)

Since the last decade, the interest has risen in nanoscaled technological products, which have advantages through their size effect. The size effect also plays a significant role in the area of micro- and nanoscale heat transfers. Many applications were developed using this effect, such as nanostructured porous media, e.g. Aerogels or ceramics. This experimental work is focused on the determination of thermal accommodation coefficients (TAC) on ceramic surfaces considering several influencing factors. TAC is influenced by temperature, kind of gas, kind of wall material, roughness, and contamination with adsorbed gas layers. To determine TAC, a parallel plate apparatus is used, …

Heat Transfer Mechanisms In Porous Materials And Contemporary Problems In Thermophysical Properties Investigations: Analyses And Solutions, E. Litovsky, V. Issoupov, J. Kleiman

International Thermal Conductivity Conference (ITCC) and the International Thermal Expansion Symposium (ITES)

This article is an overview of the topical problems in the investigation of thermophysical properties and the development of a database for porous materials. Determination of both apparent/measured and true thermophysical properties is discussed taking into account combined heat and mass transfer, latent heat effects during chemical and physical transformations, as well as structural changes. The approaches to the solution of these problems are demonstrated for a number of different classes of materials:

1. Industrial refractories, ceramics, highly porous insulation;
2. Moist materials and materials undergoing phase, chemical and structural transformations;
3. Materials semitransparent for heat radiation.

The approaches being used in the …

On The Development Of The Hot Strip, Hot Disc, And Pulse Hot Strip Methods For Measuring Thermal Transport Properties, Silas E. Gustafsson

International Thermal Conductivity Conference (ITCC) and the International Thermal Expansion Symposium (ITES)

This review is focused on the development of experimental methods for measuring thermal transport properties. Special emphasis is given to plane probes, which are used both as heat sources and as temperature recording devices. With such probes it is under certain conditions possible to determine both the thermal conductivity and the thermal diffusivity from a single transient recording. The conditions which must be fulfilled in an experiment are introduced by the use of the concept of a thermal probing depth, and from which the time window of observations can be defined. The ultimate goal of the dual determination of the …

Designing A Mechanically Robust Thermoelectric Module For High Temperature Application, Amirkoushyar Ziabari, Kazuaki Yazawa, Ali Shakouri

International Thermal Conductivity Conference (ITCC) and the International Thermal Expansion Symposium (ITES)

We report a numerical study on the impacts of variations in the geometry, boundary conditions, and the coefficient of thermal expansion of the materials on the maximum shearing stress in thermoelectric power generator module (TEM) for high temperature applications. The maximum shearing stress in the TEM is evaluated for different designs focusing on their dependency on the fill factor. Although predictions by the previously developed analytical modeling are in partial agreement with numerical results, simplifying assumptions for the analytical model can limit the range of validity. Our numerical analysis shows that reduction of the fill factor alone under all the …