Digital Commons Network^™

A Study On Privacy Over Security And Privacy Enhancing Networks, Everett Lee Conway

Master's Theses

With rapid developments in communication technologies and awareness of security and privacy risks online, Security and Privacy Enhancing Networks (SPENs) have become increasingly popular. Especially during the COVID-19 pandemic, workplaces encouraged employees to take additional security measures, such as VPNs. In this work, we conduct a comprehensive study on website fingerprinting attacks. A comprehensive system model and threat model based on two types of SPENs (Virtual Private Networks and Tor Networks) are presented. Moreover, we demonstrate a website fingerprinting attack by ethically collecting website fetch data and analyzing the collected data using five different machine learning classification models including k …

San Luis Obispo In A Box: Damage Accumulation And Combined Stressor Matching In Accelerated Uv Testing, Cameron N. Causey

Master's Theses

The goal of service life prediction is to accurately predict the useful lifetime of a coating system in a typical service environment. Field testing is the most true-to-life form of service life testing but requires long exposure times, often not quick enough to readily aid redesign in the product development cycle. As an alternative, accelerated weathering chambers are used to speed up coating failure in a laboratory setting. These devices do indeed accelerate failure but often produce failure modes that are not seen in actual service or produce material rankings that are not reproducible. This work explores the principle of …

Sustaining Sustainable Farming: An Evaluation Of The Reasoned Action And Comprehensive Action Determination Frameworks For Persistence, Jet J. Tan

Master's Theses

This paper investigates the persistence of agricultural practices funded by the California Department of Food and Agriculture's Office of Environmental Farming and Innovation (CDFA OEFI). The central inquiry revolves around determining the most effective behavior model for analyzing persistence, comparing the Reasoned Action Approach (RAA), Comprehensive Action Determination Model (CADM), and CADM augmented with structural variables. The study's methodology integrates literature review, analysis of OEFI-funded practices, and statistical modeling to assess persistence levels. Contrary to existing literature, our findings reveal significantly higher levels of persistence than anticipated. Moreover, through model comparison, CADM augmented with political economic variables emerges as the …

An Investigation Into Teaching Sports Analytics, Josh Havstad

Master's Theses

Sports analytics arrived in the mainstream media through the novel and film Moneyball. However, its origins date back to operations researchers following World War II. Often considered a subdiscipline of statistics, sports analytics draws from statistics but also includes concepts from data science, communication, and marketing. As a passionate fan of sports, I have pursued statistics in my undergraduate and graduate education with the dream of working in sports for my career. However, educational opportunities in sports analytics are limited nationwide, and more specifically, there is no educational opportunity at my university, California Polytechnic State University in San Luis …

A Comparative Study Of The Npm, Pypi, Maven, And Rubygems Open-Source Communities, Saurav Gupta

Master's Theses

Open-source software (OSS) ecosystems, defined as environments composed of package managers and programming languages (e.g., NPM for JavaScript), are essential for software development and foster collaboration and innovation. Although their significance is acknowledged, understanding what makes OSS communities healthy and sustainable requires further exploration. This thesis quantitatively assesses the health of OSS projects and communities within the NPM, PyPI, Maven, and RubyGems ecosystems. We explore five research questions addressing project standards, community responsiveness, contribution distribution, contributor retention, and newcomer integration strategies. Our analysis shows varied documentation practices, insider engagement levels, and contribution patterns. Our findings highlight both strengths and different …

Design And Implementation Of A Vision-Based Deep-Learning Protocol For Kinematic Feature Extraction With Application To Stroke Rehabilitation, Juan Diego Luna Inga

Master's Theses

Stroke is a leading cause of long-term disability, affecting thousands of individuals annually and significantly impairing their mobility, independence, and quality of life. Traditional methods for assessing motor impairments are often costly and invasive, creating substantial barriers to effective rehabilitation. This thesis explores the use of DeepLabCut (DLC), a deep-learning-based pose estimation tool, to extract clinically meaningful kinematic features from video data of stroke survivors with upper-extremity (UE) impairments.

To conduct this investigation, a specialized protocol was developed to tailor DLC for analyzing movements characteristic of UE impairments in stroke survivors. This protocol was validated through comparative analysis using peak …

The Effect Of Watts-Strogatz And Barabási-Albert Graphs On Memory Formation, Ethan Irick Wolfe

Master's Theses

Understanding higher level cognitive processes is a central problem in neuroscience. The Neuroidal model provides a useful framework for posing these problems in a computer science context. There has been significant recent work trying to understand memory capacity in the Neuroidal model but this work was done assuming that the network of neurons was an Erdos-Renyi random graph. However the network of neurons in the brain has been shown to exhibit small-world properties, which are not present in Erdos-Renyi graphs. In this research we explore replacing Erdos-Renyi graphs with Watts-Strogatz and Barabasi-Albert graphs in order to more accurately model the …

Filter: Framework For Integrated Legislative Transparency And Exploratory Research, Kenny Lau

Master's Theses

Digital Democracy, established at Cal Poly's Institute for Advanced Technology and Public Policy, initially provided users access to a distinctive dataset, including state legislative committee hearings, transcripts, videos, and more. However, the discontinuation of funding ended operations for the project and emphasized the need for a streamlined application independent of third-party dependencies and capable of offering real-time and organized access to the invaluable Digital Democracy dataset. We introduce FILTER, a cloud-hosted API designed for read access to the Digital Democracy dataset through twelve distinct endpoints. The system contains two databases: the Digital Democracy Database (DDDB) and the Digital Democracy Knowledge …

Automatic Mass Balancing Of A Spacecraft Attitude Dynamics Simulator With Six Sliding Masses, Amelia J. Gilman

Master's Theses

The goal of this thesis is to investigate automatic mass balancing methods for spacecraft attitude dynamics simulators, create a hardware design for a mass balancing system, and assemble the hardware on the Cal Poly Spacecraft Attitude Dynamics Simulator (SADS). Spacecraft attitude dynamics simulators replicate the torque-free environment of space with ground-based hardware. The SADS is mounted on a spherical air bearing, and includes a pyramid of four reaction wheels. The air bearing allows frictionless, unbounded rotation about the vertical axis, and 30 degrees about the horizontal axes. The torque-free configuration of the SADS can be used to test spacecraft attitude …

Improving Aerospace System Robustness Integration Of Singular Value Decomposition And Network Centrality, Ricardo S. Contreras

Master's Theses

This thesis presents an approach to understanding and enhancing the robustness of aerospace systems through the integration of network analysis, Design Structure Matrix (DSM), Singular Value Decomposition (SVD), and robustness simulation techniques. This methodology called the Importance Hierarchy method, provides a comprehensive framework for decomposing the interactions of aerospace systems, focusing on identifying and evaluating critical components and interactions.

The Importance Hierarchy method was used to study the Autonomous Flight Termination Unit (AFTU) by analyzing its components and interdependencies. The AFTU was selected because it recently completed a Preliminary Design Review (PDR), and its design and operational functions were well-known. …

Harmonic Flow Modeling And Analysis Of A Green Hybrid Ac/Dc Seaport Power System, Krishan Kaushal Ram, Taufik, Helen Yu, Siddharth Vyas

Master's Theses

This thesis aims to design and develop a model for a proposed Green Seaport power system and perform harmonic analysis. The model was developed using MATLAB Simulink and tests were performed by dividing the system into several Battery Energy Storage System (BESS) operating modes such as simultaneous charging and discharging, simultaneous charging, and simultaneous discharging. For each mode, BESS state of charge and other factors such as solar irradiance for the PV system, load levels and power factor were varied to observe the impact on system’s voltage Total Harmonic Distortion (THD) level and current Total Demand Distortion (TDD). 62 separate …

Next Generation Science Standards; Plant Science Education Stimulators, Kassidy J. Talbot

Agricultural Education: Graduate Internship Reports

What is an Education Stimulator? The idea behind Education Stimulators is to help (in this case) high school aged students get familiar with the science material they are about to be learning from their teacher(s) from the Next Generation Science Standards (NGSS) curricular code. Whether it’s a student’s first time learning the material or it’s familiar to them, it allows for them to gear their brains towards what is to come without too many surprises that could uninterest them. There are three different types of Education Stimulators included with KEYs given also.

Generative Data Augmentation: Using Dcgan To Expand Training Datasets For Chest X-Ray Pneumonia Detection, Ryan D. Maier

Master's Theses

Recent advancements in computer vision have demonstrated remarkable success in image classification tasks, particularly when provided with an ample supply of accurately labeled images for training. These techniques have also exhibited significant potential in revolutionizing computer-aided medical diagnosis by enabling the segmentation and classification of medical images, leveraging Convolutional Neural Networks (CNNs) and similar models. However, the integration of such technologies into clinical practice faces notable challenges. Chief among these is the obstacle of acquiring high-quality medical imaging data for training purposes. Patient privacy concerns often hinder researchers from accessing large datasets, while less common medical conditions pose additional hurdles …

Predicting Rheology Of Uv-Curable Nanoparticle Ink Components And Compositions For Inkjet Additive Manufacturing, Cameron D. Lutz

Master's Theses

Inkjet additive manufacturing is the next step toward ubiquitous manufacturing by enabling multi-material printing that can exhibit various mechanical, electronic, and thermal properties. These characteristics are realized in the careful formulation of the inks and their functional materials, but there are many constraints that need to be satisfied to allow optimal jetting performance and build quality when used in an inkjet 3-D printer. Previous research has addressed the desirable rheology characteristics to enable stable drop formation and how the metallic nanoparticles affect the viscosity of inks. The contending goals of increasing nanoparticle-loading to improve material deposition rates while trying to …

Impact Force Helmet Device For Concussion Monitoring, Patrice Mulligan, Karina Mealey, Zack Borthwick, Benjamin Fick

General Engineering

To track head trauma in football, our device is placed inside a football helmet to measure both linear and gyroscopic (rotational) accelerations. These measurements are taken using an ADXL375 linear accelerometer and an LSM6DSOX accelerometer and gyroscope. The data from these sensors is processed and transmitted wirelessly by a SparkFun Thing Plus microcontroller to another SparkFun Thing Plus microcontroller connected to a laptop on the sidelines. Our program on the laptop stores the acceleration impact data into a .csv file for each player. If a likely concussive impact is detected, the program displays a popup warning. Testing results were promising …

Smart Manufacturing For Cal Poly's Ime Curriculum, Grace L. Guarraia, Eric F. Ledesma

Industrial and Manufacturing Engineering

California Polytechnic State University, San Luis Obispo (Cal Poly) takes pride of supporting one of the nation’s strongest undergraduate Industrial and Manufacturing Engineering programs. However, as industry evolves to accommodate advancing computing power, improved manufacturing algorithms, and improved robotics, it is imperative that Cal Poly’s curriculum evolves in parallel. Smart manufacturing is the future of the manufacturing industry, and Cal Poly is searching for the ideal method to teach and integrate Smart Manufacturing into its classes. With its upcoming switch to the semester system, coupled with its “Learn by Doing” motto, the department is at an ideal period for the …

Two-Story Dod Office Building, Jacob Ost

Fire Protection Engineering: Culminating Experience Project Reports

This report is a comprehensive analysis of the fire protection and life safety components for an administrative office building designed for the Department of Defense. The owner of the facility has requested that all identifying information, including name and location, not be included in this report and has since been removed from the documents.

The building was designed in 2019 and is currently under construction. The building is two stories with a total area of approximately 125,000 square feet. The building is primarily used as office space for administrative personnel and consists of open and single-user office space, conference rooms, …

Student Center Building, Mark Slonina

Fire Protection Engineering: Culminating Experience Project Reports

The new Student Center (SC) is planned as a 140,000 GSF four (4) story building with a basement. The program for the building includes classrooms, an auditorium, fabrication & assembly, glass blowing, student organizations that build & test vehicles, meeting rooms, demonstration kitchen, café, retail, and a lounge. An exterior courtyard is planned on Level 2 which allows for outdoor assembly spaces.

This report identifies major code requirements for means of egress, structural fire protection, fire suppression, and fire alarm systems. The report also identifies the major fuel loads in the building. A performance-based assessment is provided for roof construction …

Sim Racing Pedal Assembly, Ben Wold, Owen Clobes, Angel Perales, Mike Mcmasters

Mechanical Engineering

At an increasing rate, professional and amateur race car drivers are utilizing simulated racing as a training aid and even a substitute for real-life car racing. The team’s objective in this project was to create a sim racing pedal assembly aimed at filling this gap in the industry, aided by Justin Jang of Data Driven Racing LLC. The project resulted in a fully operational throttle and brake pedal which incorporated dual spring brake pedal resistance system and radial displacement sensor in the throttle. By collecting real race car data and selecting and testing spring setups based on this real data, …

Northrop Grumman Collaboration Project, Dominic De La Mora, Michael C. Hartley, Allison Lee, Chase Pietro, Seamus Robinson

Mechanical Engineering

The Northrop Grumman Collaboration project, emphasizing the Mechanical Engineering Senior Design team, is focusing on developing the Fire Response Aircraft (FRA) for the autonomous search and rescue system. The goal of this aircraft is to scan a predefined flight path and locate a simulated fire in which other vehicles will respond to the area. This Final Design Review report highlights the overall design, manufacturing, testing, and discussion of the final prototype. Any new changes to the final design since the Critical Design Review report are noted and include appropriate justification. The manufacturing processes for each component are outlined in detail …

Rover On A Chip (Roach) Debris Utility & Solar Shell Technology (Dusst), Joshua Aaron Tuttobene, Jacquelyn Rose Banh, Nathan Christopher Chapman, Tanner Casey Wells

Mechanical Engineering

The Rover on A Chip project’s Debris Utility and Solar Shell Technology team’s final design is outlined in this document. Starting with the design of our system, this document highlights important progress made since the Critical Design Review and fully describes our final design and verification of our final prototype. We then justify these design choices by testing multiple functionalities and conditions to ensure they will meet all of our specifications. Next, we describe in detail our procurement manufacturing method for the project. Lastly, we wrap up by discussing recommendations and the next steps for the project moving forward.

Since …

3d-Printed Remote Controlled Aircraft, Sebastian Bessoudo, Jose Ramirez, Manny Ruiz, Andrew Edwards

Mechanical Engineering

The Senior Project for the 3D Printed Aircraft presents a compelling challenge to the team: design and fabricate an aircraft for the Cal State LA 3D-Printed Fixed-Wing Aircraft Competition, comprising three distinct events: Flight, Design, and Simulation. The objective of the flight competition is to achieve the longest flight duration, while the design event emphasizes innovation and originality. In the Simulation contest, our aircraft's CAD model undergoes Computational Fluid Dynamics analysis to assess its aerodynamic performance. These competitions are slated for May 2024.

While building the aircraft has its limitations due to the source of our construction being only 3D …

Snap It & Send It, Samantha Gonzales, Brienne Berger, Kelsea Clays, Jessica Schmok

Mechanical Engineering

This report details the final design, manufacturing and assembly, testing procedures and results, as well as future design recommendations of a device aimed at enhancing the mountain biking experience for individuals with limited thumb strength. This project particularly focused on the experience of our sponsor, Cal Poly Mechanical Engineering Professor Andrew Kean. Our team's objective was to create a secure, ergonomic handlebar grip system that does not require thumb strength and is adaptable to various mountain bike models. The final design utilizes a rigid hook that snaps onto mountain bike handlebars with a long, flat piece that slides into a …

Automated Expanding Fireplace, Fermin Moreno, Eduardo Hernandez, Wilbert Quiterio, Ben Hoefer

Mechanical Engineering

The Final Design Review (FDR) encompasses information regarding the final design verification prototype (FVP), manufacturing, testing, and future recommendations for the Expanding Fireplace Senior Project sponsored by the SLO Civic Ballet. The project aims to create the frame of an expanding fireplace set piece for The Nutcracker production at the Cal Poly Performing Arts Center in December 2024. The current set piece being used has unfavorable features that will be addressed with the new design. The current set piece being used has unfavorable features that have been addressed with the new design we have developed. Our sponsors have proposed several …

Miniature Train Engine, Jason Patrick Lacson Del Castillo, Renato Andrew Dilauro, Sophia Theresa Tiu, Robert John Pallares Iii

Mechanical Engineering

This report details the redesign of the Mini Train Prop for the SLO Civic Ballet’s The Nutcracker, aiming to create a lighter, more user-friendly, and easily maneuverable train. The Final Design Review (FDR) includes the design process, manufacturing plan, and justifications for decisions made. Key improvements are reducing the train's weight, automating the fake wheels, and enhancing maneuverability with a neutral pin and lever system. In this report we detail the significant changes since the Critical Design Review (CDR). The implementation covers procurement, manufacturing, and assembly, while design verification ensures compliance with cost, weight, turn radius, and structural integrity specifications. …

Hydropower Collegiate Competition, Neel Bhargava, Connor Stoll, Cameron Brosnahan, Tobias Coughlan

Mechanical Engineering

As part of our team’s participation in the 2024 Hydropower Collegiate Competition, our team constructed and iterated a small-scale Kaplan turbine using a custom-designed test rig and dynamometer. While our model was vastly simplified from what is used in the real world, the process gave us exposure to design procedures and hydrological techniques for turbine design. Crucially, we learned that while analytical models and theory are valid tools as starting points, the use of computational and experimental models is key to developing sound designs.

In the end, our group was able to produce a Kaplan turbine with a peak efficiency …

Bird Trail Stairway Access Replacement, Mackenzie Wright, William Spellman, Nicholas Buccino, Jack Long

Mechanical Engineering

Dana Adobe & Cultural Center, a non-profit organization in Nipomo, California, seeks to restore access to the Bird Trail located on their site. This project aims to design and manufacture a replacement stairway for safe creek bed crossing on the trail. Within this document, we have detailed our system design, function, and justification for our design. The procurement, manufacturing, and assembly plan have been outlined along with tests we completed.

One of the most important functions of our design is for the structure to be retractable so that it can be removed from the creek bed when needed. To address …

Animatronic Lego Girl Scout, Jared Sinasohn, Filippo Maresca-Denini, Jacob Lantin, Sean Nakashimo

Mechanical Engineering

This Final Design Review Report provides a comprehensive overview of our Senior Design Project, with a focus on the testing, modifications, and final design of our animatronic robot. The primary objective was to ensure the robot met the sponsor's requirements through rigorous final testing and targeted enhancements. Significant updates include enabling the robot to display the Girl Scout salute, wave, and give a low five. Throughout the design process, critical milestones were achieved, such as the complete assembly of the robot frame and securing it onto the platform, allowing the robot to perform its programmed actions effectively. The implementation of …

Facility Thermal Balance And Transport, Giovanni V. Minnite, Silas O R Goldfarb, Cole J. Houston, Dominique Aguilera, Cole M. Silva

Mechanical Engineering

This Final Design Review (FDR) report outlines the senior design project completed by a team of five mechanical engineering students at California Polytechnic State University, San Luis Obispo for Senior Industrial Engineer, Mr. Tom Bass, of Entegris, Inc. The team developed an innovative system to address the issue of ice accumulation on cryogenic vaporizers at the Entegris facility. Ice buildup, caused by the extremely low temperatures of the cryogenic fluid, reduces the efficiency of vaporizers and places additional stress on the system. To combat this, the team designed and constructed a prototype that utilizes a thermal transport loop to transfer …

F21 - Variable Damper, Harrison Pomerantz, Anthony Mendoza, Owen Wilks

Mechanical Engineering

This document outlines the final design phase for the Solar Turbines Variable Damper project, aiming to enhance the safety and serviceability of gas turbines enclosure ventilation system. The primary focus of this project is to address the challenge of maintaining optimal internal pressure within the gas generator enclosures while enabling remote control of the damper position.

In this report, the full system design is described in detail. Then, the part procurement, manufacturing, and assembly of the variable damper and test stand is provided to outline the steps and processes taken to complete the final prototype. After discussing the final prototype, …