Engineering Commons^™

The Effects Of Geometric Shape And Power-Law Index On The Thermal Activity And Dynamic Behavior Of A Complex Fluid, Houssem Laidoudi

Emirates Journal for Engineering Research

The paper presents numerical results for non-Newtonian fluid confined horizontally between two rings. The outer ring has a circular shape, low temperature and rotates at a constant and uniform speed, while the inner ring has different shapes (circular, square and triangular), is constant and has a high temperature. This study aims to determine the method and the amount of heat transfer between the rings and under the influence of these factors: the rheological coefficient of the fluid, known as the power-law index, thermal buoyancy intensity, the rotation speed of the outer ring and the geometric shape of the inner ring. …

Electric Field Profiles Under High Voltage Overhead Transmission Lines With Under-Build Distribution Circuit, Aminu Haruna

Electrical Engineering Theses

The increasing use of underbuilt lines in recent transmission projects alters electric field profile under transmission lines. By assessing electric field intensity in these transmission and distribution network configurations, the study identifies regions with high electric fields that may exceed standard exposure limits, posing potential risks. This work employs the charge simulation method and the method of imaging to analyze electric fields beneath transmission lines with underbuilt distribution networks. Key objectives include calculating the electric fields at 1 meter above ground, and evaluating the field at conductor surfaces. The study considers transmission line voltages of 69kV, 161kV, 220kV, 345kV and …

Effects Of Wetting Events On Mass Timber Surface Microbial Communities And Voc Emissions: Implications For Building Operation And Occupant Well-Being, Gwynne Á. Mhuireach, Susan Collins, Leslie Dietz, Patrick Finn Horve, Aurélie Laguerre, Dale Northcutt, Jason Stenson, Kevin Van Den Wymelenberg, Elliott Gall, Mark Fretz

Mechanical and Materials Engineering Faculty Publications and Presentations

IntroductionHumans have used wood as a construction material throughout history. Currently, mass timber products, such as cross-laminated timber (CLT), are becoming more popular as a structural material, since they are renewable and have a lower carbon footprint than concrete or steel. Nonetheless, some building types, such as healthcare, veterinary, and food manufacturing, avoid using structural mass timber due to concerns about microbial growth in the event of wetting. One solution is to use protective coatings on mass timber products to increase moisture resistance, although the coatings themselves may generate concerns about volatile organic compound (VOC) emissions. Natural uncoated wood also …

Ai-Powered Health & Nutrition Dashboard: Enhancing Personalized Wellness With Ai*, Jennisha Patel

Campus Research Month

This research presents an AI-powered dashboard designed to enhance personalized wellness through customized meal and exercise planning. Leveraging Dash Plotly for interactive visualization and Google Gemini AI for dynamic recommendation generation, the dashboard integrates user inputs for fitness goals, dietary preferences, and health conditions, alongside body metrics (gender, age, weight, height, activity level). Initially developed with rule-based filtering, the system evolved to incorporate AI for improved accuracy and scalability in managing large-scale food and exercise datasets. This project demonstrates the potential of AI to democratize access to personalized wellness insights. For educational purposes only; not verified by medical professionals.

Visualizing Chattanooga’S Freeway Accidents: An Interactive Dashboard Built On Us National Laboratory Data*, Joshy Kasahara

Campus Research Month

Despite the availability of a freeway accident dataset collected by Oak Ridge National Laboratory, National Renewable Energy Laboratory, and Tennessee Department of Transportation (TDOT), there is no interactive visualization of the data that is easily accessible to the public. Consequently, the local community's awareness of accident trends is very limited. The contribution of this research project is a dashboard that allows the visualization of traffic accidents patterns in Chattanooga, Tennessee, using datasets from national laboratory researchers. By creating an interactive web dashboard with animated and color-mapped geographical map, the project seeks to enhance community awareness of accident trends.

Evaluating Embodied Carbon Emissions Of Post-Seismic Steel Framed Buildings, Nicholas Leavitt

Student Research Symposium

The carbon emissions of earthquake damage repairs is on average 40% of a building's total carbon emissions in 50 years.

Looking Good: The Math Behind Computer Vision*, Corbin Weiss

Campus Research Month

Exploring the mathematical foundations of a Multilayer Perceptron (MLP), a foundational approach to computer vision. Then expanding this understanding to create a visualization of the representation of reality in the MLP.

Evaluating Hyper-V Vs Proxmox: Performance Comparison For Virtualization*, Ivan Vakal, Edwin Regalado

Campus Research Month

Virtual environments play a significant role in the IT industry, with many companies relying on this technology. With VMware’s increasing licensing costs following its acquisition by Broadcom, many businesses are seeking alternative virtualization solutions. This study evaluates the performance of Proxmox and Hyper-V by implementing a three-node high-availability cluster for each platform and conducting benchmarking tests on CPU performance, storage efficiency, and network throughput. Our results indicate that Hyper-V performs better with Windows-based virtual machines, while Proxmox demonstrates superior performance with Linux-based workloads. Additionally, Proxmox offers a more user-friendly cluster setup, whereas Hyper-V requires greater technical expertise.

Comparing Ai And Human Self-Assessments In Memorization Performance*, Meg Ermer, Abishur Moses-Pakkianathan

Campus Research Month

Many students in higher education use flashcard applications for learning large amounts of information in limited amounts of time. Many of these applications rely on spaced-repetition algorithms for memorization, which are proven to be more efficient than traditional study methods. We compared the effects of studying with a spaced-repetition application that utilizes a NLU model to calculate a user's understanding of material against the effects of studying with a spaced-repetition model that did not use NLU. We used our results to determine if replacing the self-assessment component of flashcard studying applications with a NLU model led to better memorization and …

Induction Of Diabetic Cardiomyopathy In A Three-Dimensional Myocardial Model, Maelyn Andreasen

Student Research Symposium

Diabetic cardiomyopathy: Impairs and damages heart tissue through chronic exposure to hyperglycemia, or high blood sugar, in diabetic individuals

The Effects Of The Action Rate And Binding Density On Sensitivity In Lateral Flow, Mona Soroush

Student Research Symposium

Lateral Flow Assays (LFAs) offer rapid diagnostics, yet sensitivity remains a critical limitation. This study used a mathematical framework—the Convection-Diffusion-Reaction (CDR) equation—to optimize sensitivity by adjusting parameters such as flow velocity (U), association and dissociation rates (k_on and k_off), and nanoparticle valency. Our simulation results closely matched literature data (Berli & Kler, 2016), demonstrating significant enhancements in sensitivity with optimized parameters.

Production And Decay Of Sheared Turbulence In A Turbulence Box, Ankit Gautam

Student Research Symposium

Introduction

• Turbulence
• Irregular flow with eddies, swirls, and flow instabilities

Preparing A Bioreactor For Avian Cell Culture, Joshua Bell, Taylor Davis, Payton Larsen, Abbie Smith, Joshua Thompson

Student Research Symposium

This project, in collaboration with Upside Foods and Thermo Fisher, focuses on optimizing a 50L bioreactor for avian cell growth. Thermo Fisher has assembled the bioreactor while Upside Foods has provided design specifications and avian specific growth media.

Bioremediation Of Toxic Water Using Algal Biofilms, Aaron Burt, Tyanna Doran, Darren Fillmore, Isaac Trejo

Student Research Symposium

Rotary Algae Biofilm Reactors (RABRs):

• Emerging technology in wastewater treatment.
• Rotating cylinder in wastewater enables algae to form a biofilm
• Yields more biomass than traditional planktonic algal growth

Development Of Bone Cutter, Jocelynn Burton, Austin Taylor, Will Pendleton, Erica Shulsen, Jessica Tobler

Student Research Symposium

Osteoarthritis affects 3.4% of the general population and is associated with age, obesity, genetics, and female sex. Different techniques exist to treat osteoarthritis, such as autographing, total joint replacement, and joint fusion.

Effects Of Inhibitor Diffusion And Threshold Limits On Edge Detection With Reaction-Diffusion Equations, Zachary Hastings

Student Research Symposium

The purpose of this project is to model edge detection using the Nomura et al's¹ reaction-diffusion equation. Edge detection is an important visual processing tool for human sight, allowing for object detection and visual enhancement. This project explored the effects of inhibitor diffusion, D_i, and threshold limits, a, on edge detection in this model. This project also discovered the limit of Nomura et al's¹ model on the simultaneous detection of multiple edges in a step-wise intensity gradient and attempted to overcome that limitation.

Simulating Low Gravity Particle Dynamics, Ryan Lewis

Student Research Symposium

• Vibrating motors prevent particle arches from forming and clogging nozzle.
• A metal mesh under the nozzle creates an evenly dispersed stream.
• Nozzle is static dissipative to ensure particles have consistent path through the charging section.

A Pressure-Based Estimate Of Multi-Orifice Synthetic Jet Performance, Rhett Parry

Student Research Symposium

Synthetic Jets

• Zero-Net Mass Flux
• Wide voltage and frequency response
• Trends with physical and nondimensional parameters

Utilizing Enzymatic Microalgae Hydrolysates For Cellular Agriculture, Maelyn Andreasen, Sophia Hessami, Eli Sheley, Elise Barton

Student Research Symposium

UPSIDE Foods is working to produce chicken products to address the growing global food insecurity crisis.¹ Industrial scalability is limited due to the requirements of cell culture. Through collaboration with the company, we are working to supplement their existing media to drive costs down and improve cell viability.

Mathematical Modeling Of Color Perception Using Differential Equation, Siavash Pooretemad

Student Research Symposium

Color perception begins in the retina, where three cone types (L, M, S) detect light and initiate neural signals. These signals are processed by horizontal and bipolar cells to form opponent color channels: red-green (RG), yellow-blue (YB), and light-dark (LD). Perception is not solely based on physical input but also shaped by neural adaptation and context.

This project models color perception using a differential equation approach, simulating how color contrast and adaptation emerge from interactions between photoreceptors and lateral inhibition.

We hypothesize that a system of differential equations can model how retinal cone cells respond to and process light intensity, …

Laparoscopic Articulating Arm: In Collaboration With The Xenocor Saberscope, Zac Hastings, Lizbeth Pugliese, Rebecca Sweeten, Dallin Thomas, Dallin Treasure-Areno

Student Research Symposium

• Laparoscopy a minimally invasive procedure performed through small incisions using a laparoscope, a camera-equipped instrument, along with specialized tools.

• Laparotomy or "open" surgery, requires a large incision to perform an abdominal operation.

Atomistic Simulations Of Shape Memory Behavior And Negative Poisson's Ratio Effect Of Liquid Crystal Elastomers, Nanang Mahardika

Student Research Symposium

• LCEs are suitable materials for soft robotics application because it is programmable, responsive to various stimuli and has flexibility.

Learning Partial Differential Equations Of Solid Diffusion From Atomistic Simulations, Wongel Nadew

Student Research Symposium

Why do we study diffusion in solid materials?

Comparative Analysis Of Vertical And Horizontal Subsurface Flow Constructed Wetlands For Eutrophication Mitigation", Ali M. Ahmed

Al-Bahir

Constructed wetlands (CWs) serve as a sustainable and eco-friendly solution for wastewater treatment, particularly in the removal of eutrophication-causing pollutants. This review focuses on the comparative performance of Vertical Flow (VF) and Horizontal Flow (HF) Subsurface Flow (SSF) systems, assessing their efficiency in removing Biochemical Oxygen Demand (BOD), Chemical Oxygen Demand (COD), Total Nitrogen (TN), and Total Phosphorus (TP). VF systems demonstrate superior pollutant removal, particularly for nitrogen, due to enhanced aeration and efficient oxygenation processes. In addition, their compact design reduces land area requirements, making them advantageous in space-limited applications. Conversely, HF systems are more effective at supporting nutrient …

Aqueous Extracts Of Zingiber Officinale Rhizomes And Hibiscus Sabdariffa Leaves Enhanced Plasmodium Berghei-Infected Mice's Hematological Parameters., Fatimah Aluko Abubakar, Raliat Abimbola Aladodo, Aremu Abubakar

Al-Bahir

Malaria remains a global health challenge, leading to severe hematological complications. Natural alternatives such as Zingiber officinale and Hibiscus sabdariffa, known for their antioxidant and bioactive properties, are being investigated for their therapeutic potential. This study examines the hematological benefits of Z. officinale and H. sabdariffa in mice infected with the common malaria research model, NK65 chloroquine-sensitive Plasmodium berghei. Forty-two albino mice, averaging 24.5 ± 1.23g, were randomly divided into six groups. Mice in group A were uninfected which served as the normal control group. Mice in groups B, C, D, E, and F were inoculated intraperitoneally with P. …

Ai's Hidden Influence: The Silent Manipulation On Youth, Moni Dronavalli

Scholars Week

No abstract provided.

Cyber Physical Emulation Of Power Grids: Co-Simulation Of Exata Cps And Hypersim, Mckayla Snow

Electrical and Computer Engineering ETDs

This thesis explores the use of cyber-physical emulation of power grids to analyze the impact of different types of cyberattacks. It outlines the co-simulation process of HYPERSIM and EXata CPS within the OPAL-RT real-time digital simulator, demonstrating various cyberattacks on two power system models. The first model is a simple communication-focused testbed for easy demonstration of co-simulation setup, while the second is a power system model of a secondary network used to assess the cybersecurity of network protector units in low-voltage networks through a hardware-in-the-loop (HIL) testbed. Using this testbed, the cybersecurity of the direct transfer trip (DTT) scheme is …

Multiple, Not Single, Recipient Muscle Tendon Transfers Produce Well-Coordinated Thumb-Tip Movement In Lateral Pinch Grasp: A Simulation Study With Application To Restoration Of Improved Grasp After Tetraplegia, Cole Smith , '23, Joseph D. Towles

Engineering Faculty Works

Introduction: Tendon transfer surgeries that engage the flexor pollicis longus (FPL) muscle are commonly performed to enable lateral pinch grasp in persons with tetraplegia. Functional outcomes, however, have been mixed. This may be the case, in part, because the FPL produces hyperflexion at the interphalangeal (IP) joint and radial deviation at the carpometacarpal (CMC) joint. Therefore, the goal of this simulation study was to investigate whether small groups of muscles could produce movement with less IP joint hyperflexion and CMC joint ab/adduction than the FPL produces during lateral pinch grasp. Methods: We adapted a published, open-source computational musculoskeletal model of …

Examining Physiological Responses To Misophonic Triggers, Christian O'Reilly, Xuan Yang, Sewon Oh, Doug Wedell, Svetlana Shinkareva

Faculty Publications

We collected and analyzed an array of biosignals (face electromyogram, skin electrodermal activity, peripheral temperature, and electrocardiogram) in 60 participants with and without misophonia, a condition characterized by decreased tolerance to innocuous sounds. Our goal was to objectively characterize the physiological response to misophonia triggering sounds. We found that misophonic responses can be objectively identified in some cases through atypical physiological reactions to triggering stimuli, though not all participants exhibited this response. Our analyses suggest a large interindividual variability in response to misophonic triggers and highlights the need for methodological adjustments in future experiments to increase the detectability of misophonic …

Removing Eog Artifacts From Eeg Recordings Using Deep Learning, Christian O'Reilly, Scott Huberty

Faculty Publications

The electroencephalogram (EEG) directly measures the electrical activity generated by the brain. Unfortunately, it is often contaminated by various artifacts, notably those caused by eye movements and blinks (EOG artifacts). Such artifacts are usually removed using an independent component analysis (ICA) or other blind source separation techniques. However, it is difficult to assess whether subtracting EOG components estimated through ICA removes some neurogenic activity. It is crucial to address this question to avoid biasing EEG analyses. Toward that objective, we developed a deep learning model for EOG artifact removal that exploits information about eye movements available through eye-tracking (ET). Using …