Engineering Commons^™

Fuel System To Envelope Interface, James Campbell

Williams Honors College, Honors Research Projects

*NOTE THIS PROJECT IS CONFIDENTIAL*

In this project, I will investigate solutions to interfacing a fuel system with a fabric skin section

Evaluating Similarity Of Cross-Architecture Basic Blocks, Elijah L. Meyer

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Vulnerabilities in source code can be compiled for multiple processor architectures and make their way into several different devices. Security researchers frequently have no way to obtain this source code to analyze for vulnerabilities. Therefore, the ability to effectively analyze binary code is essential. Similarity detection is one facet of binary code analysis. Because source code can be compiled for different architectures, the need can arise for detecting code similarity across architectures. This need is especially apparent when analyzing firmware from embedded computing environments such as Internet of Things devices, where the processor architecture is dependent on the product and …

Locality Analysis Of Patched Php Vulnerabilities, Luke N. Holt

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The size and complexity of modern software programs is constantly growing making it increasingly difficult to diligently find and diagnose security exploits. The ability to quickly and effectively release patches to prevent existing vulnerabilities significantly limits the exploitation of users and/or the company itself. Due to this it has become crucial to provide the capability of not only releasing a patched version, but also to do so quickly to mitigate the potential damage. In this thesis, we propose metrics for evaluating the locality between exploitable code and its corresponding sanitation API such that we can statistically determine the proximity of …

Emergency Water Treatment Methods Through The Adaptation Of Natural Disaster Building Debris, Benjamin Colston

Williams Honors College, Honors Research Projects

The primary objective of this research was to determine whether concrete slag acquired from building debris in a disaster can be utilized to remove pathogens biochemically through changes in pH or physically through filtration. Direct Plate Enumeration testing was completed for different water samples to compare the general activity of bacterial growth as an indication of pathogenic potential. Throughout each experiment, the pH of different water samples was monitored and consistently indicated that water samples in contact with concrete pieces (concrete water samples) would exhibit a higher pH than samples with no exposure to concrete (control water samples). Compared to …

Unit Circle Roots Based Sensor Array Signal Processing, Jared P. Smith

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As technology continues to rapidly evolve, the presence of sensor arrays and the algorithms processing the data they generate take an ever-increasing role in modern human life. From remote sensing to wireless communications, the importance of sensor signal processing cannot be understated. Capon's pioneering work on minimum variance distortionless response (MVDR) beamforming forms the basis of many modern sensor array signal processing (SASP) algorithms. In 2004, Steinhardt and Guerci proved that the roots of the polynomial corresponding to the optimal MVDR beamformer must lie on the unit circle, but this result was limited to only the MVDR. This dissertation contains …

Enzymatic Treatment, Gluten Reduction, And Production Of Celiac Safe Gluten Removed Beer, Alyssa Baumann, Calvin Baumann, Noah Alfman

Williams Honors College, Honors Research Projects

Celiac Disease affects many people across the world with the only solution being a life-long abstinence from gluten intake. Although beers may be considered “gluten-free”, some still contain remains of gluten which can be harmful to those with Celiac Disease. There exists a large market for high-quality, celiac-safe beer. The primary approach for producing gluten-free beer is enzymatic treatment. The first objective of the project is to measure the natural gluten reduction in the beer brewing process versus the gluten reduction within enzymatic treated beer. The second objective of the project is to create celiac-safe beer through experimentation of the …

Adjust-A-Ramp, Taylor Sharrits, Courtney Banks, Emily Beck, Jazmin Buenrostro

Williams Honors College, Honors Research Projects

Adjust-A-Ramp is a portable ramp designed to ensure the safety of consumers and prevention of damage to cars, specifically towards low profile cars. A low-profile vehicle includes any vehicle that has a clearance off the ground of 6.5 inches or less. Advantages of low-profile vehicles include improved handling, better braking, increased fuel efficiency, increased stability, and an overall luxury aesthetic. The reduced tire size increases grip on smooth surfaces with better wheel response, creating a fast, more efficient ride. The simple tire tread patterns and the stiff sidewalls allow for lower rolling resistance which increases fuel economy. The Adjust-A-Ramp can …

Hands Free Fitted Shoe, Maddison Schutt, Nicole Rizkala, Elizabeth Scheatzle, Alexander Hershey, Austin Fowkes

Williams Honors College, Honors Research Projects

The ability to don and doff fitted shoes can be a challenge for many people including those diagnosed with diabetes, obesity, limb loss, pregnancy, Parkinson’s disease, arthritis, surgical complications, and aging. Though these actions may seem trivial, the ability to independently put on shoes is necessary because it can significantly impact one’s capacity to complete everyday tasks, hold relationships, and maintain mental health. Current competitors in the market are excessively expensive, not completely hands-free, or not fully enclosed shoes, so a new design for an accessible and affordable hands-free fitted shoe could be of great benefit to the general population. …

Amygdala Modeling With Context And Motivation Using Spiking Neural Networks For Robotics Applications, Matthew Aaron Zeglen

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Cognitive capabilities for robotic applications are furthered by developing an artificial amygdala that mimics biology. The amygdala portion of the brain is commonly understood to control mood and behavior based upon sensory inputs, motivation, and context. This research builds upon prior work in creating artificial intelligence for robotics which focused on mood-generated actions. However, recent amygdala research suggests a void in greater functionality. This work developed a computational model of an amygdala, integrated this model into a robot model, and developed a comprehensive integration of the robot for simulation, and live embodiment. The developed amygdala, instantiated in the Nengo Brain …

Amine-Functionalized Interpenetrating Polymer Networks For Co2 Capture, James Wills

Williams Honors College, Honors Research Projects

The research performed looked to advance the studies of vacuum swing absorption of Carbon Dioxide to help combat global climate change issues. The focus of the project was to create an anime-polymer sorbent that will weakly absorb and desorb CO2. The sorbent must be durable and be able to withstand multiple uses. The creation of a porous polymer matrix aided in the amines' ability to absorb CO2. Created samples underwent several qualitative and quantitative tests to determine their usefulness as an industrial sorbent. Infrared spectroscopy was used to study the effectiveness of the amine sorbents. Studying the changes in the …

Retention And Stability Of Polystyrene Sulfonic Acid And Polyethylene Glycol Anti- Fouling Films With 3-Aminopropyltriethoxysilane Coupling Agent, Brian Cameron

Williams Honors College, Honors Research Projects

Fouling is a process where particles, proteins, or microorganisms will accumulate onto a material [2]. This can lead to biofilms in medical implants, which can trap and create drug resistant bacteria [5]. Due to this, the study and creation of anti-fouling polymeric films that is stable in aqueous environments is essential. The goal of this study is to utilize APTES to retain the already studied PSS-PEG anti-fouling films. The films that are created is a thermally crosslinked network of the polystyrene sulfonic acid (PSS) and polyethylene glycol (PEG) with differing mass fractions (75- 25 and 55-45 PSS-PEG). To retain the …

Zip Shoes, Derek Ford, Garret Freund

Williams Honors College, Honors Research Projects

For our honors project we intend to create a new urban mobility solution. They are called Zip Shoes; they will be a pair of shoes with built in propulsion. We plan to use our cumulative engineering knowledge to modify an existing pair of shoes such that they can safely propel the user on wheels. We hope to achieve this by adding an electric drive train and necessary structural components onto the shoes. We are pursuing this project because we have seen the popularity of other electronically driven personal transportation devices. These include the hover board, electric skateboards, and electric scooters. …

A Solid-State Fermentation Scale-Up Of Scopulariopsis Brevicaulis, Timothy Hudak

Williams Honors College, Honors Research Projects

Publication to be delayed until October 2023

Zips Racing Electric Battery Management System, John R. Martaus, Elena Falcione, Derek Dunn, Elliott Boudreau

Williams Honors College, Honors Research Projects

Zips Racing Electric currently uses a bulky, off-the-shelf battery management system to monitor and manage the voltage, temperature, and state-of-charge of an electric formula-style racecar battery pack (accumulator). The objective of this project is to research current battery management methodologies and apply said research to design and create a lightweight, compact, custom battery management system that is integrated with existing vehicle systems. This will allow for cleaner accumulator packaging and improved communication between the battery management system and the rest of the vehicle.

Human Powered Vehicle Team Challenge, Sydney Nedlik, Spencer Brodie, Maria Griffin, William Schell, Ryan Serraglio

Williams Honors College, Honors Research Projects

Design and build a Human Powered Vehicle in a team of five. Compete at the ASME HPVC competition in March of 2022. Re-establish the Human Powered Vehicle Team at the University of Akron.

Erk3 And Dgkζ Interact To Modulate Cell Motility In Lung Cancer Cells, Amanda Myers

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Extracellular-regulated kinase 3 (ERK3) is overexpressed in a variety of cancers, including lung cancer. This atypical mitogen-activated protein kinase (MAPK) has a unique structure which includes a C34 domain and C-terminus and about which relatively little is known. ERK3 has been demonstrated to promote cell migration and metastasis in multiple cancer types. A yeast two-hybrid assay using ERK3 as bait indicated Diacylglycerol kinase ζ (DGKζ) is a binding partner. DGKζ is an isoform in the DGK family, all the members of which phosphorylate the lipid diacylglycerol (DAG) to generate phosphatidic acid (PA). DGKζ was shown to promote migration in mouse …

Recycled Printer Filament, Charlotte Hyland, Troy D. Molinar

Williams Honors College, Honors Research Projects

The purpose of this research is to examine the effects of recycling PLA filament for 3D printing on its material properties. After examining these effects, PLA and carbon fiber additives were mixed with recycled PLA pellets in different ratios to attempt to regain material properties lost in the recycling process. To complete these findings, an experiment was design and executed.

The research found that tensile strength during multiple iterations of recycling remained mostly unaffected, however, the strain degraded exponentially. In the PLA additive study, high ratios of PLA additive were able to increase the strength and strain properties of the …

Reinventing High School: Competency-Based Model For Learning In The 21st Century, Tahir M. Khan, Denise K. Whitford, Lisa Lambert Snodgrass, Sunnie L. Watson, Lisa B. Bosman

Indiana STEM Education Conference

Research shows that Black and Hispanic workers continue to be under-represented in the STEM (science, technology, engineering and mathematics) workforce. Purdue Polytechnic High School (PPHS) was established to achieve broader academic and workforce goals. PPHS fosters a sense of community for students by fostering diversity in teachers, focusing on project-based learning, and providing students with a constructive and collaborative space to explore their passions. To support career readiness, the school personalizes student learning and focuses on enhancing student problem-solving skills through a structured group engagement program called "passion projects". The school meets the academic requirements of the state while providing …

Reflecting On Recurring Failures In Iot Development, Dharun Anandayuvaraj, James C. Davis

Department of Electrical and Computer Engineering Faculty Publications

As IoT systems are given more responsibility and autonomy, they offer greater benefits, but also carry greater risks. We believe this trend invigorates an old challenge of software engineering: how to develop high-risk software-intensive systems safely and securely under market pressures? As a first step, we conducted a systematic analysis of recent IoT failures to identify engineering challenges. We collected and analyzed 22 news reports and studied the sources, impacts, and repair strategies of failures in IoT systems. We observed failure trends both within and across application domains. We also observed that failure themes have persisted over time. To alleviate …

Reflections On Software Failure Analysis, Paschal C. Amusuo, Aishwarya Sharma, Siddharth R. Rao, Abbey Vincent, James C. Davis

Department of Electrical and Computer Engineering Faculty Publications

Failure studies are important in revealing the root causes, behaviors, and life cycle of defects in software systems. These studies either focus on understanding the characteristics of defects in specific classes of systems or the characteristics of a specific type of defect in the systems it manifests in. Failure studies have influenced various software engineering research directions, especially in the area of software evolution, defect detection, and program repair.

In this paper, we reflect on the conduct of failure studies in software engineering. We reviewed a sample of 52 failure study papers. We identified several recurring problems in these studies, …

Sok: Analysis Of Software Supply Chain Security By Establishing Secure Design Properties, Chinenye Okafor, Taylor R. Schorlemmer, Santiao Torres-Arias, James C. Davis

Department of Electrical and Computer Engineering Faculty Publications

This paper systematizes knowledge about secure software supply chain patterns. It identifies four stages of a software supply chain attack and proposes three security properties crucial for a secured supply chain: transparency, validity, and separation. The paper describes current security approaches and maps them to the proposed security properties, including research ideas and case studies of supply chains in practice. It discusses the strengths and weaknesses of current approaches relative to known attacks and details the various security frameworks put out to ensure the security of the software supply chain. Finally, the paper highlights potential gaps in actor and operation-centered …

Exploiting Input Sanitization For Regex Denial Of Service, Efe Barlas, Xin Du, James C. Davis

Department of Electrical and Computer Engineering Faculty Publications

Web services use server-side input sanitization to guard against harmful input. Some web services publish their sanitization logic to make their client interface more usable, e.g., allowing clients to debug invalid requests locally. However, this usability practice poses a security risk. Specifically, services may share the regexes they use to sanitize input strings — and regex-based denial of service (ReDoS) is an emerging threat. Although prominent service outages caused by ReDoS have spurred interest in this topic, we know little about the degree to which live web services are vulnerable to ReDoS.

In this paper, we conduct the first black-box …

Discrepancies Among Pre-Trained Deep Neural Networks: A New Threat To Model Zoo Reliability, Diego Montes, Pongpatapee Peerapatanapokin, Jeff Schultz, Chengjun Guo, Wenxin Jiang, James C. Davis

Department of Electrical and Computer Engineering Faculty Publications

Training deep neural networks (DNNs) takes significant time and resources. A practice for expedited deployment is to use pre-trained deep neural networks (PTNNs), often from model zoos.collections of PTNNs; yet, the reliability of model zoos remains unexamined. In the absence of an industry standard for the implementation and performance of PTNNs, engineers cannot confidently incorporate them into production systems. As a first step, discovering potential discrepancies between PTNNs across model zoos would reveal a threat to model zoo reliability. Prior works indicated existing variances in deep learning systems in terms of accuracy. However, broader measures of reliability for PTNNs from …

An Empirical Study On The Impact Of Deep Parameters On Mobile App Energy Usage, Qiang Xu, James C. Davis, Y Charlie Hu, Abhilash Jindal

Department of Electrical and Computer Engineering Faculty Publications

Improving software performance through configuration parameter tuning is a common activity during software maintenance. Beyond traditional performance metrics like latency, mobile app developers are interested in reducing app energy usage. Some mobile apps have centralized locations for parameter tuning, similar to databases and operating systems, but it is common for mobile apps to have hundreds of parameters scattered around the source code. The correlation between these "deep" parameters and app energy usage is unclear. Researchers have studied the energy effects of deep parameters in specific modules, but we lack a systematic understanding of the energy impact of mobile deep parameters. …

What Are The Benefits Of Stem Integration In Mathematics Classrooms In Underserved Schools? A Literature Review, Steve Heinold

Indiana STEM Education Conference

The importance of mathematics education and STEM education in K-12 education in the United States is peaking. High stakes testing and focus on 21st Century skills have many schools scrambling to increase test scores while better preparing their students for the “real world.” This literature review looks at the history of STEM education in the United States and the recent focus on STEM integration into core individual subject classrooms, especially mathematics. This review also analyzes the effectiveness of STEM integration to help students from underserved schools and communities. While there is some evidence that engaging and responsive after-school STEM programs …

Teachers' Perceptions On Women In Stem: Breaking The Stereotypes, Lili Zhou, Alankrita Chhikara, Stephanie Oudghiri, Araba A. Z. Osei-Tutu, Razak Kwame Dwomoh

Indiana STEM Education Conference

We designed and offered a Professional Development (PD) course for K-12 in-service teachers and educators across Indiana to address critical theory on race, immigration, English Language Learners (ELLs), and gender. In this study, we investigate teachers’ perceptions on gender stereotypes in STEM from the PD course. We report findings from the analysis of participants’ responses from pre-course surveys and posed discussions during the course.

K-12 Teachers' Perceptions Of Stem, Brittany Vancil, Emily Nicholson

Indiana STEM Education Conference

Integrated Science, Technology, Engineering, and Math (STEM) has been a recent trend in education. We set out to understand how K-12 teachers define STEM, their comfort level with teaching STEM, perspectives on the pros and cons of STEM, and the teaching tools and platforms they use. Our research concludes with the implications for teachers, administrators, curriculum developers, and researchers, as well as helpful resources.

Steppin' Into The Future: Connecting Bipoc Youth To Stem Careers, Jessica V. Forrester, Lesa M. Covington Clarkson, Elena A. Gullickson

Indiana STEM Education Conference

Exposure to science, technology, engineering and mathematics (STEM) careers is essential for urban education in order to diminish deficit-based assumptions about who can succeed in STEM. Prepare2Nspire (P2N) acts as an extracurricular tutoring outlet for in-school mathematics learning as well as an opportunity for youth to become exposed to STEM careers through various methods. First, undergraduate mentutors of color represent a number of STEM academic majors. Second, P2N invites STEM professionals of color to discuss how they use various mathematics skills within their career. The purpose of introducing students of color to underrepresented college students and STEM professionals is to …

Contents, William S. Walker Iii, Lynn A. Bryan Ph. D., S. Selcen Guzey, Elizabeth Suazo-Flores

Indiana STEM Education Conference

No abstract provided.

Integrating Wave-Powered Batch Reverse Osmosis With Pressure Retarded Osmosis For Higher Efficiency Desalination Method, David M. Warsinger, Akshay Rao, Abhimanyu Das, Sultan Alnajdi, Ali Naderi, Antonio Esquivel, Alondra Ramos, Cole Heald, Vivek Singh, Ryan Soltis, Kaitlyn Kelsey, Adriana Hisham, Aaron Harp, Bryan Pamintuan, Paige Beck, Matthew Sheridan, John Pacholski, Carolina Bernal Botero

School of Mechanical Engineering Faculty Publications

Overpopulation, intensive industrial water usage and climate change are some of the occurrences that are exacerbating global water scarcity. By 2050, the United Nations predicts that over 6 billion people will be affected by water scarcity. Over 70% of the earth's surface is covered by oceans yet its water remains unusable due to the high salinity of seawater. Reverse Osmosis (RO) is the most common method of desalinating water but is dependent on non-renewable generated electricity to meet its high energy requirements. The majority of the power supplied to desalination plants is generated using emission-heavy fuels. Given the UN’s goal …