Digital Commons Network^™

Pendulum Wave Generator, Abigail Jocelyn Romero, Paul Staley, Wendy Dong, Kyle Schumacher

Mechanical Engineering

The Cal Poly Mechanical Vibrations Laboratory (Vibes Lab) serves to educate and excite students about mechanical vibrations through hands-on experiments. While the lab contains several relatively complicated technical experiments, it lacks simple demonstrations with immediate visual interest to appeal to audiences with less technical backgrounds. Because of this, faculty desired a fun and interactive demonstration project that could be operated with no prior training. The project chosen for this is a Pendulum Wave Generator which is a set of multiple pendulums with differing lengths that combine to create complex and observable patterns over time. This project was completed by a …

Adaptive Riding Mount Block, Lucas R. Reynolds, Lukas M. Moreau, Patrick J. Michael, Jandre D. Lafradez

Mechanical Engineering

Professor Sarah Stewart from the Animal Science Department at Cal Poly seeks to develop a solution to help people with disabilities mount horses. Users need a mounting block that can bring them closer to the horse’s back to ease mounting. The current system, consisting of two plastic two-step blocks, is inadequate—unstable, too small, and inaccessible for wheelchair users.

The required solution must meet several key specifications: it should accommodate at least three people standing side by side, be sturdy enough to support their combined weight, and remain stable on rugged terrain like gravel or sand without tilting or sinking. Additionally, …

Lidss Raft Battery Pack Integration, Jack Maxwell, Vincent Stevens, Matthew Hoodmaker, Colin Flanders

Mechanical Engineering

Lawrence Livermore National Laboratory is a critical member of the United States Department of Defense. Their Independent Diagnostics Scoring System (LIDSS) uses rafts that operate in the ocean to collect missile test data. Several times a year, the United States will test their Inter-Continental Ballistic Missiles by launching them into the ocean near the Marshall Islands. This is where the LIDSS rafts collect their test data. Our project was centered around re-designing the battery pack used by the rafts. The current battery pack design experiences water ingress problems and is difficult to access. Our re-designed battery pack is waterproof to …

Tread: A Digital Solution For Sustainable Travel, Audrey Claire Talmi, Amy Besford

Graphic Communication

This senior project aims to create an eco-tourism website that promotes sustainable and ethical travel by connecting users with local businesses, communities, and culturally respectful experiences. As mainstream tourism increasingly contributes to environmental degradation and social displacement, this platform will provide responsible alternatives by avoiding over-touristed destinations and favoring underrepresented areas. It will allow users to book flights, lodging, and activities while educating them on the consequences of over-tourism. Through a combination of intuitive user interface, thoughtful user experience, engaging visual design, and curated educational content, the website will serve not only as a booking platform but as a digital …

Seattle's New Edition, Kyle Gray

Graphic Communication

My project is to create and develop the branding of the NBA's newest franchise: The Seattle Grunge. Grunge is a genre of alternative rock that emerged in the mid-1980s particularly in the city of Seattle. With my team, I am looking for seamless cohesion with other logos in the Association while establishing an emotional connection between the fanbase and its city. The project will consist of a complete creation of the team’s logo/branding, court, 3 jersey designs (home/away/city connect), merchandise, season ticket packaging, and a full marketing report (team logo exposure/connection to the city).

A Digital Dive: Redesigning The Cabrillo High School Aquarium Website, Jacob V. Cacho

Graphic Communication

Tucked away on the Central Coast in Lompoc, you’ll find the Cabrillo High School (CHS) Aquarium. Started in 1986, the CHS Aquarium is the only high school aquarium of its kind in the nation run entirely by high school students. This 10,000+ square foot aquarium serves an underserved community at a Title I school, where students manage all aspects of animal care, nutrition, breeding, educational curriculum development, and visitor tours.

This program is truly one-of-a-kind and deserves the spotlight for just how unique it is. As a CHS graduate, I felt the current website lacked in many areas and could …

Style Guides For Individualized Branding And User Experience, Paige N. Stainsby

Graphic Communication

The increase of digital platforms has led to more competition and brand saturation, making it harder for users to distinguish between companies online. This essay explores how the Aesthetic-Usability Effect influences user perception, particularly for lesser-known organizations. From interviews with professionals in UX/UI Design and Content Design, I examined how to create a wholistic style guide that can sustain longevity within a company as well as garner trust and engagement amongst users. The interviews highlighted the importance of consistent, accessible design systems and consistent communication within teams. These insights offer practical implications for designers working to differentiate brands in crowded …

Truehue: Finding The Right Shade For You, Rania Price

Graphic Communication

Six in ten women struggle to find the right foundation or concealer due to the lack of representation and unreliable color-matching tools. This highlights the need for a more inclusive solution in the beauty industry. Introducing TrueHue—an innovative app prototype designed to address the widespread challenge of accurate color matching. TrueHue leverages Convolutional Neural Network (CNN) AI technology to provide precise, personalized makeup shade recommendations. Users begin by selecting their skin type, desired price range, and type of product they’re seeking. The app then captures a full-face image to analyze undertones and overall skin tone. TrueHue recommends the best shade …

Ray Collection: Forging A New Fashion Genre, Olivia R. Cooper

Graphic Communication

This senior project addresses a gap in the fashion industry by creating a new genre through a unique collection and comprehensive branding. The "RAY" collection draws inspiration from the designer's artistic roots and is a deeply personal homage to influential female artists like Frida Kahlo, Louise Bourgeois, and Leonora Carrington, whose works have inspired the designer's creative journey. Each piece in the collection draws direct inspiration from these artists, reflecting the creator's vision and self-expression, a key element of the streetwear genre incorporated into the designs.

The project also heavily emphasizes fashion branding, encompassing a logo, brand identity, social and …

Digitalizing Organization: Creating A Digital And Customizable Bullet Journal, Ashley Ho

Graphic Communication

This project presents a digital, customizable bullet journal designed to improve organization, creativity, and accessibility. Using a user-centered design approach and principles of design thinking, the planner addresses common barriers to traditional journaling, such as time-consuming setup and lack of flexibility. Based on survey feedback, the final product includes a 2026 calendar, habit trackers, budgeting tools, and customizable weekly spreads in a print-friendly PDF format. The project highlights how digital tools can enhance personal productivity and well-being, with broader applications in UX/UI design and digital wellness solutions.

Project Cheetah: Narrative Website Design For The Cheetah, A Record-Breaking Human-Powered Vehicle, Natalie Olivia Garbarino

Graphic Communication

The Cheetah is a 1992 world speed record-breaking bike designed and built by three mechanical engineering graduates from UC Berkeley: Jon Garbarino, James Osborn, and Kevin Frantz. After years on display at the Tech Interactive in San Jose, the bike is returning home to Berkeley’s engineering school for public display. In accompaniment of the exhibit, the Cheetah engineering team requested printed signage with a QR access to a comprehensive website detailing the Cheetah narrative. There is an abundance of media from the engineering process — extensive photographic documentation, substantial archival documents, reputable external media coverage, and an in-progress docuseries — …

Smart Choices, Strong Voices: Empowering The Next Generation, Alexandra J. Bruce-Valverde

Graphic Communication

Smart Choices, Strong Voices (SCSV) is a financial and voter education pamphlet for students that is easy to understand and unbiased and helps to create a more financially and politically literate generation. The expectation for young adults in today's current world is for us to be able to make well-informed decisions about finances and politics. However, when we are constantly bombarded by misinformation and lack easy access to reliable, accessible education in these topics, these expectations become unreasonable. Exposure to this misinformation affects how we show up for ourselves and our democracy. As our world becomes more and more politically …

Analyzing “Sex Ed: The College Edition” - A Comprehensive Workshop Increasing Sexual Literacy On Cal Poly’S Campus, Merav Tzori

Kinesiology and Public Health

"Sex-Education: The College Edition", is a comprehensive and interactive workshop based on Cal Poly student data collected via survey. The workshop aimed to address sexual health knowledge and behavior gaps in the student population and provide sexual education about anatomy, barrier methods, contraception, STIs, and more. The following paper discusses the creation, execution, and efficacy of the workshop that was conducted with seven student groups.

Data Driven Analysis Of Samara Seed Kinematics And Dynamics, Shashwat Sparsh

Master's Theses

Samara Seeds are a class of fruit most famously belonging to the Acer species and are characterized by their single-bladed geometry and their auto-rotation response during descent. This steady-state auto-rotation response is the subject of aerodynamic analysis which aim to quantify the performance. The period prior to the beginning of steady-state auto-rotation is classified as the transition regime and has not been the subject of intense scrutiny.

This thesis employs a data-driven approach to analyzing the kinematic and dynamic response of these seeds during both the transition and auto-rotation stages of flight to quantify the performance with respect to the …

Assessing Students’ Attitudes And Self-Efficacy In Introductory Statistics Courses, Kendall Hipes

Master's Theses

This study investigates the cognitive factors that shape students’ experiences in introductory statistics courses, with particular emphasis on the role of self-efficacy sources on student attitudes (mastery experiences, verbal persuasion, vicarious experiences, and physiological and emotional states) measured across multiple time points. Using linear multilevel models and qualitative interview data, the research examines patterns in students’ perceptions of interest, difficulty, effort, value, cognitive competence, and affect throughout an academic quarter. Findings indicate that higher levels of mastery experiences consistently predict more positive outcomes across all attitude dimensions, underscoring the importance of early and ongoing opportunities for success in fostering engagement …

Implementation Of Area-Based Aggregation On Multivariate Continuous Uncertain Data, Rahul Nair

Master's Theses

Uncertain data is incredibly widespread - from sensor data to AI-based learned information, there exists a need to associate information with a certain probability of its veracity. Traditional relational databases lack a built-in functionality to support uncertain data, instead assigning them boilerplate values. Probabilistic databases tackle this problem by assigning non-deterministic data with an associated, often discrete, probability. Variants of probabilistic databases, namely continuous uncertain databases, are used to better model data represented through ranges and distributions. This is especially applicable with sensor-based geographic data as most commercial equipment contains some inherent margin of error.

While uncertain and probabilistic databases …

Spatial And Functional Metrics For Analyzing Seedling Roots, Irina Ivchenko

Master's Theses

To study the complicated structure of a maestro pea seedling root, we investigate three spatial metrics and one functional metric. The spatial metrics are fractal dimension which measures the complexity, convex hull area which measures the occupied space, and Euler characteristic which topologically describes the shape of the root. We discuss the successes of various metrics and the possible limitations they bring to analysis. As a functional metric, we study the rhizosphere: the volume radially around the root branches from which the plant accesses nutrients and water. We investigate the relationship of the rhizosphere to the root, and propose how …

Fault Tolerant Dynamic Task Allocation For Heterogeneous Multi-Robot Systems, Jack R. Cline

Master's Theses

This research presents a novel approach to dynamic task allocation in heterogeneous multi-robot systems with integrated fault detection capabilities. As multiple industries are becoming more reliant on multi-robot systems for tasks, maintaining operational efficiency despite robot failures becomes critical. We propose a framework that combines optimization-based task allocation with a Kalman filter that estimates task progress for anomaly detection to identify unreliable agents and dynamically redistribute tasks. Observing values such as the normalized innovation squared (NIS), covariance, and progress rate, the algorithm can designate a robot as faulty. Embedding information about which robots are faulty in the task algorithm allows …

The Effects Of Sirulina And Nannochloropsis Supplementation On Broiler Performance, Intestinal Morphology, And Gut Microbiology, Emily Beckerman

Master's Theses

The poultry industry is constantly searching for new nutritional strategies and better feed conversion ratio to enhance broiler growth and productivity. Microalgae have been shown to improve broiler performance and health depending on species and supplementation levels. The objective of this study was to determine the effects of Spirulina supplementation (Experiment I) and Nannochloropsis supplementation (Experiment II) on broiler production performance, intestinal morphology, and gut microbiology. In Experiment I, a total of 270 broiler chicks (one-day-old Ross 708) were obtained from a local hatchery after vaccinating against Newcastle, Marek’s disease, and Infectious Bronchitis. They were weighed and sorted into 18 …

Comparative Study Of Experimental And Fea Strain Data For Cnt-Coated Fiberglass Sensors, Extensometers, And Metal Foil Strain Gauges, Omar Dwidar

Master's Theses

Material testing is essential across industries such as aerospace, automotive, and construction, playing a critical role in verifying material selection, diagnosing failures, and understanding the development of flaws in structures. These insights are key to designing successful, reliable systems. Conventional metal foil strain gauges are low cost and reliable but provide limited sensitivity with a typical gauge factor around 2. Extensometers provide highly sensitive strain measurements with the disadvantage of a bulky form factor. With advanced materials such as carbon nanotubes, it is possible to manufacture a sensor with the sensitivity closer to that of an extensometer with the small …

A Survey Of Industry Professionals On The Role Of Ff&E In Sustainability, Caius T. Toy-Grace

Construction Management

This study is designed to explore how professionals in the construction and design industries perceive the role of furniture, fixtures, and equipment (FF&E) in building sustainability. Although FF&E is often viewed as a minor component of the overall construction process, it has the potential to significantly impact environmental outcomes through material sourcing, durability, and end-of-life recyclability. A survey was distributed to eight professionals in FF&E, construction, and sustainability-related fields. The survey included eight questions, with four multiple choice and four open-ended, designed to gather both quantitative and qualitative insights. Responses were analyzed to determine how often sustainability is considered in …

Analyzing Player Difficulty Perception In Platformers Through Procedural Level Generation, Sasank Madineni

Master's Theses

Games utilizing Procedural Level Generation (PLG), such as Roguelikes, are becoming increasingly popular in today's gaming sphere. In games employing PLG, levels are generated randomly or pseudo-randomly, and aim to retain player attention through variance in levels between playthroughs. However, when generating levels with variance in structure and design, player enjoyment is often a mixed bag. With low enjoyment, player retention for these games can dwindle. This study explores the efficacy of real-time difficulty adjustment in procedurally generated platformers, as a method for maintaining stable player enjoyment without causing frustration. This thesis focuses on creating a short user experience, MIMEVA, …

Hybrid Computing For Real-Time Model Predictive Control Of A Buck Converter, Grace Paladichuk

Master's Theses

Advancements in power electronics require high switching frequencies which the digital control routines of the systems cannot keep up with. Analog computing is added to digital control systems to prevent bottlenecks and allow real-time implementation. This paper proposes a hybrid computing model predictive control system for a buck converter. The control system implements the gradient dynamics of the optimization function using digital computing, and the gradient dynamics for the penalty function and integrator using analog computing. For the full simulations of the entire system, the PLECS RT Box is used to simulate the controller in real time with a 1 …

Bentonite Erosion And Cation Exchange Effects On Hydraulic Conductivity Of Geosynthetic Clay Liners, Grace Paananen

Master's Theses

Geosynthetic clay liners (GCLs) are used in municipal solid waste landfill (MSW) liner and cover systems as an alternative to thick compacted clay layers. Previous field studies have revealed potential for bentonite erosion in GCLs when subjected to wet-dry cycles that occur when GCLs are placed on slopes, covered with a geomembrane, and left exposed without additional soil cover. A laboratory test program was conducted to quantify the effects of bentonite erosion on hydraulic conductivity of sodium-bentonite geosynthetic clay liners and samples subjected to cation exchange treatment in addition to bentonite erosion. This test program determined what level of bentonite …

An Analysis Of Renewable Energy Frames In The News Media Pre- And Post-Trump Administration, Kendall Anjolie Rozen

Communication Studies

This paper aimed to examine how news media portrayed environmental issues, specifically renewable energy, and how this may differ between two presidential administrations in the United States. Entman’s framing theory was used to analyze the portrayals of renewable energy in the articles selected. The frames chosen were based on research done by Rochyadi-Reetz et al. (2019) who established four framing dimensions within environmentally-focused news media. These dimensions are as follows: (1) economy, (2) society, (3) environment, (4) technology. A fifth dimension ((5) policy) was added by the researcher. This paper used a deductive quantitative analysis to mark these themes as …

Biostride - Prosthetic Charging Stand, Abigael Howard, Brett Matich, Allie Mcauliffe, Liam Harwood

Biomedical Engineering

This Final Report outlines the development of a lower limb prosthetic docking and charging station to address a critical need for individuals with unilateral transfemoral amputations who use microprocessor-controlled prosthetics. This project is focused on designing and producing a secure, accessible, and aesthetically pleasing stand to store and charge prosthetic limbs overnight, targeting the lack of commercially available, functional prosthetic storage. The absence of a functional storage solution points to a failure in meaningfully addressing the human needs of prosthetics users, exacerbating user frustration through the perpetuation of issues including prosthetics falling over into inaccessible positions, and tripping hazards due …

Force Mapping Wand For Individuals With Upper-Limb Amputations, Max Bosse, Cole Capitani, Eddie Grassini

Biomedical Engineering

Technology relating to upper-limb amputations has seen many advances in recent years, especially in terms of function and aesthetic appeal. Although these improvements exist, comfort is often a primary concern among prosthetic users and can lead to prosthetic abandonment [1]. Without a standardized method of measuring force concentrations in patients, high rates of discomfort and potential tissue damage remain. The goal of this project is to create a force mapping system for upper-limb amputees to help minimize discomfort in socket fit during the fitting process using real-time data and software to view force concentrations. To accomplish this goal, background research …

Development Of A Versatile Switching Mode Inverter Laboratory Module, Zachariah Lee Mustar

Master's Theses

DC-AC converters, or inverters, are complex devices that play an essential role in photovoltaic, energy storage, and microgrid systems. Therefore, they constitute a class of power electronics that any power-focused electrical engineering student should be familiar with. This thesis presents the development and testing of a single device that power electronics students will use in a laboratory setting to experiment with each of the four different switching techniques employed in inverters: a simple square wave (SSWI), modified square wave (MSWI), bipolar PWM, and unipolar PWM. The module was built with a physically modifiable control stage and a power stage constituting …

Understanding The Habitat Associations Of Nearshore Rockfishes Inside And Outside Of Marine Protected Areas Using Hook-And-Line Data, Kaila Raeanne Fritch

Master's Theses

Habitat is an important driver in shaping the distribution of a range of species. For demersal fish species, benthic habitat characteristics can drive distribution and community structure. Understanding the relationship between habitat and species distribution in important, especially for exploited species such as rockfishes (Sebastes spp.). Increased data on the relationship between rockfish and benthic habitat characteristics could enhance marine protected areas (MPAs) and management practices which are used to protect rockfishes along the U.S. West Coast. To address this, we used hook-and-line, catch-and-release data that were collected inside two MPAs on the central coast of California, and …

Banach Algebras And The Gelfand Theory Of Group Algebras On Locally Compact Abelian Groups, James Gabriel Bonvanie

Master's Theses

A Banach algebra is a complex algebra that is simultaneously a Banach space in which the norm is submultiplicative. Notably, $L^1(\mathbb{R})$ with the convolutional product is an Abelian, non-unital Banach algebra that admits an approximate identity. We rectify $L^1(\mathbb{R})$ lacking a unit via the unitization $L^1(\mathbb{R})\times\mathbb{C}$ with identity $(0,1)$. Unitization opens the discussion to the spectrum $\sigma(x)$ of a Banach algebra element, in which the spectrum is a nonempty, compact subset of the complex plane. The spectrum of an Abelian Banach algebra is fully characterized with multiplicative linear functionals, and we prove that the Fourier transform is the unique multiplicative …