A Comparative Study Of Model Predictive Control And The Stanley Method For Vehicle Path Tracking Applications,
2026
California Polytechnic State University, San Luis Obispo
A Comparative Study Of Model Predictive Control And The Stanley Method For Vehicle Path Tracking Applications, Noah S. Fitzgerald
Master's Theses
This thesis compares a model predictive controller (MPC) and a lateral Stanley controller for vehicle path-tracking applications under simulation-based and perception-driven operating conditions. Both controllers were evaluated in simulation using a nonlinear dynamic bicycle model executing single and double lane change maneuvers. Following simulation-based evaluation, both controllers were implemented on hardware within a perception-driven steering-control pipeline. This pipeline utilized recorded sensor data from the MXcarkit 1/8th-scale autonomous vehicle platform, incorporating lane instance segmentation and homography-based roadway estimation.
Under idealized simulation conditions, the MPC demonstrated improved trajectory-tracking performance during aggressive maneuvers while requiring greater steering activity and computational effort …
Integrating Sustainability Into Engineering Education,
2026
California Polytechnic State University, San Luis Obispo
Integrating Sustainability Into Engineering Education, Riley R. Moller
Master's Theses
Engineering decisions shape lasting technology that affects environmental integrity, public safety, economic stability, and social equity. As global challenges such as climate change, infrastructure vulnerability, and rapid technological advancement intensify, the responsibilities placed on engineers continue to expand. Sustainability provides a framework for addressing these interconnected pressures through systems-based design and long-term thinking. Yet, sustainability education within engineering programs remains unevenly integrated, often positioned as elective or peripheral rather than as a foundational component of professional preparation.
Prior research shows that sustainability is most frequently addressed through stand-alone courses rather than embedded across required curricula, reflecting disciplinary structures that prioritize …
Improving The Reliability And Performance Of A Supersonic Indraft Tube Wind Tunnel,
2026
California Polytechnic State University, San Luis Obispo
Improving The Reliability And Performance Of A Supersonic Indraft Tube Wind Tunnel, Christian J. Kaml
Master's Theses
Access to supersonic testing is increasing in demand, and wind tunnels remain one of the safest and most cost-effective methods for gathering high-speed flow data. Despite being more economical than alternative options, supersonic wind tunnel facilities often require substantial investment to construct, operate, and maintain.
The novel indraft tube tunnel architecture was conceived as a high-speed flow testbed that incorporates features of both Ludwieg tubes and indraft wind tunnels to maintain costs low enough to be accessible even to small universities. This design was first developed and tested in 2018 at California Polytechnic State University, featuring a cost per test …
Rehab Mechanics,
2026
Santa Clara University
Rehab Mechanics, Sierra Spierling, Nicole Garcia, Joel Gonzalez, Diana Garcia-Becerra, Mia Kwan
Mechanical Engineering Senior Theses
Stroke survivors often struggle to regain grip strength and hand mobility due to limited access to physical therapy, lack of progress tracking during independent rehabilitation sessions, and reduced motivation from slow or unmeasured progress. There is a need for more effective rehabilitation approaches, as current at-home strengthening tools do not provide quantitative feedback or adjustable resistance, and clinical devices are expensive. This makes it challenging for patients and their physical therapists to guide recovery and monitor improvement effectively. To address these obstacles, we developed a low-cost, customizable grip-strengthening device that tracks patient progress and assists in regaining strength and mobility …
Bowl-O-Matic,
2026
California Polytechnic State University, San Luis Obispo
Bowl-O-Matic, Nathan Lin, Luis Torres, Jill Worthington, Aiden Foote
Mechanical Engineering
Adaptive physical education presents the unique challenge of accommodating individuals with diverse physical and cognitive abilities. Instructors and program designers must often integrate specialized equipment, fixtures, or features to ensure activities remain safe, inclusive, and user-friendly. Beyond accessibility, adaptive physical education highlights the importance of empowerment— enabling every participant to experience personal growth, confidence, and connection through movement. Friday Club, a local San Luis Obispo program supported by Cal Poly’s Kinesiology Department, embodies these values by providing adaptive physical activities that promote health and well-being for individuals with varying abilities. One of the most popular and regularly held activities is …
Cosmetic Clamper,
2026
California Polytechnic State University, San Luis Obispo
Cosmetic Clamper, Daniel Peter Gates, Bruno Roberto Martinez, Samantha Remy, Zachary Joseph Roeber
Mechanical Engineering
Cosmetic Clamper Mechanical Engineering Senior Project was a senior project at California Polytechnic State University, San Luis Obispo in the College of Engineering, Mechanical Engineering Department. The project ran from September 2025 to June 2026. The project developed the Cosmetic Clamper device, an accessibility product designed to help individuals with unilateral upper extremity motor deficits open, use, and close cosmetic containers independently.
Me3329 Modular Phonograph Gearbox,
2026
California Polytechnic State University, San Luis Obispo
Me3329 Modular Phonograph Gearbox, Garrett Andrik Leighton, Preston Robert Hupe, Gavin Carter Ebner, Andrew Renato Reyes
Mechanical Engineering
The Mechanical Engineering Department at California Polytechnic State University, San Luis Obispo (Cal Poly), seeks to develop a laboratory tool allowing students to reinforce concepts of gears for Mechanical Systems Design (ME329). Some current laboratories do not provide students with hands-on interaction, and the department lacks equipment and documentation to support a standardized lab. With ME329 expanding from ten to fifteen weeks, there is an opportunity to create a physical gearbox design lab allowing students to reinforce lecture material in engaging ways, while standardizing student learning. This senior project is presented and sponsored by Professor Alan Zhang. It will be …
Design, Build, Fly 2026,
2026
Santa Clara University
Design, Build, Fly 2026, Unique Barnes, Dante Black, Kyle Greiner, Gabriel Kern, Justin Mayer, Charles Olsen, Jack Quinn, Ben Randall, Tate Schurman, Mark Williams, Brendan Yarusso
Mechanical Engineering Senior Theses
This thesis follows the design, manufacturing, and testing of Santa Clara's 2026 AIM Design, Build, Fly Team. The project is built on one main system with multiple subsystems related to the payload and integration of payload. The main system is the Wings of Theseus which is a 5 ft span electric remote controlled plane designed to complete 4 four missions: rapid loading and unloading of payload, airworthiness, internal payload flight, and towed payload flight. Each of these missions is directly related to the aforementioned subsystems. The Wings of Theseus incorporated a rectangular wing with geometric twist as well as a …
Mars Mini Rover Sample Retrieval Robotic Claw,
2026
California Polytechnic State University, San Luis Obispo
Mars Mini Rover Sample Retrieval Robotic Claw, Cami Chambers, Ani Lachikian, Alexa Ramirez, Alex Power
Mechanical Engineering
This project involves several key stakeholders, including the Poly1 Rover Club, Professor Rich Murray, and NASA’s Jet Propulsion Laboratory (JPL). The primary objective is to develop an improved robotic claw capable of retrieving sample tubes left by the Perseverance Rover on the Martian surface. In tackling this challenge, the design must account for the harsh Mars climate while integrating cameras and electrical components, durable structure, and a rotational component to the Mini-Rover claw without incorporating an additional motor, sample storage unit, structural aspects or unnecessary weight. The current Mini-Rover consists of a four-degree-of-freedom robotic arm with joints often referred to …
Sensory, Light, And Sound Box,
2026
California Polytechnic State University, San Luis Obispo
Sensory, Light, And Sound Box, Galilea Andrea Portillo, Hannah Elizabeth Henderson, Marcus Kiyoshi Kanenaga
Mechanical Engineering
The Sensory, Light, and Sound Box senior project outlined an adaptable, mobile sensory environment designed to improve cognitive and visual processing skills for students with Cerebral Visual Impairment (CVI) at the Oceano Education Center. Currently, the market lacks accessible solutions tailored to these non-verbal, low-mobility students, making traditional classrooms overwhelming. This project outlines the modification of an existing static layout into a functional, three-sided wooden over-bed frame that accommodates a standard hospital bed. Our team manufactured a structurally stable verification prototype under a $500 budget, integrating slow-closing outward-hinged walls for safety, dual Bluetooth speakers, and a synchronized LED projector that …
Cathy’S Catcher,
2026
California Polytechnic State University, San Luis Obispo
Cathy’S Catcher, Marlee Scott, Regen Worsley, Alessandra Valenzano, Aviv Ben Zeev
Mechanical Engineering
Deep-sea fishing presents significant challenges for individuals with upper-limb differences, particularly when using prosthetic devices that are not designed for recreational fishing activities. This project developed a custom prosthetic fishing rod attachment for a user who had lost her forearm and desired a safe, comfortable, and independent method of fishing. Through interviews with the sponsor and an iterative design process, a lightweight aluminum attachment was created to interface directly with the user's existing prosthetic quick-connect system.
The design process included concept generation, CAD modeling, rapid prototyping with 3D-printed models, manufacturing, and user-centered refinement. The final design consists of a welded …
Elevate Grill,
2026
California Polytechnic State University, San Luis Obispo
Elevate Grill, Tanner Bachmann, Lance Anderson, Caden Huang, Jonathan Li, Brady Alexander
Mechanical Engineering
Santa Maria-style grills are a defining cooking tool of California’s Central Coast and are valued for their open fire cooking method and adjustable grate height. While this design provides direct control over cooking conditions, maintaining a consistent cooking temperature requires frequent manual adjustment of the grate position. This process relies heavily on operator experience and continuous attention, making temperature consistency difficult to maintain in a commercial kitchen environment. The Elevate Grill project was developed for Mike Ahrens and Wren Provisions to address this challenge while preserving the traditional Santa Maria grilling experience. The system uses temperature feedback from multiple thermocouples …
Stakblocks,
2026
California Polytechnic State University, San Luis Obispo
Stakblocks, Micah Satoshi Inoshita, Ava Rose Doerschlag, Cody J. Ellis, Zach M. Lawton, Fernando M. Nalin, Nicholas Humphrey, Aiden Reed Anderson, Sara Maya Suratkal
Mechanical Engineering
Researchers developing sustainable building materials from agricultural waste need a faster way to prototype and evaluate small-scale samples under controlled temperature and pressure before scaling to production. Sponsored by Professor Pete Schwartz of Cal Poly San Luis Obispo, whose work focuses on sustainable technology for developing communities, this project aims to create a prototype testing device for researchers studying agricultural-waste bricks, with the University of Malawi as a potential future testing partner. The final product is intended to inform improved future designs rather than serve as a production-ready device, ultimately supporting the development of affordable, sustainable building materials for communities …
Toro Cover For Bob Packer,
2026
California Polytechnic State University, San Luis Obispo
Toro Cover For Bob Packer, Bailey Smolinski, Brandon Petty, Arturo Ramirez, Kathryn Proctor
Mechanical Engineering
Small pools, spas, and hot tubs are common in residential homes, yet small pool owners face persistent tradeoffs between critical features such as weight, ease of use, and appearance in pool covers currently available on the market. Most products optimize a single attribute at the expense of others. For example, solar covers are energy efficient but structurally weak, safety meshes are cost-saving but intensive to install, and retractable covers are automated but expensive. Beyond these tradeoffs, existing solutions often demand multiple people to install, take time and effort, occupy valuable deck space, and sacrifice the surrounding aesthetic. Therefore, small pool …
Foldable Transfer Platform,
2026
California Polytechnic State University, San Luis Obispo
Foldable Transfer Platform, Toby Sagi, Ashton Heiati, Triton Johnson, Zachary Denis
Mechanical Engineering
The report details the design and results of a Hoyer lift to transfer patients between wheelchairs and our sponsor's, Beacon VTC Santa Maria, vans. The lift disassembles into 3 main pieces, allowing the lift to be stored in the back of the van. The lift uses a hydraulic actuator to rotate the boom. We handed over our project to Beacon VTC Santa Maria for use in their facility!
Package Access Platform,
2026
California Polytechnic State University, San Luis Obispo
Package Access Platform, Tyler Connor Moyers, Austin Sien, Brooke Almaraz, Aiden Montano
Mechanical Engineering
This Final Design Review (FDR) presents the completed package access platform project following fabrication, assembly, and verification testing of the final prototype. The project focused on the development of an adjustable and modular access platform capable of adapting to varying workspace requirements while maintaining operator safety and structural stability. The finalized design incorporates adjustable platform dimensions, modular frame expansion, integrated OSHA-compliant handrailing, and adjustable support legs to accommodate uneven surfaces and changing operational needs.
Water Turbine Dynamometer For Low-Power Turbomachinery Testing,
2026
California Polytechnic State University, San Luis Obispo
Water Turbine Dynamometer For Low-Power Turbomachinery Testing, Carmen Alaichamy, Yosef Huynh Torres, Michael Duperly, Michael Thomas Duff
Mechanical Engineering
Students in ME 443: Introduction to Turbomachinery compete to design and build efficient small impulse turbines. The course lacks a standardized method to experimentally calculate turbine power output and mechanical efficiency from accurate measurements of torque and speed, for example. To support the learning goals of ME 443, a dedicated water-turbine dynamometer is needed to provide controlled hydraulic power, accurate mechanical and electrical measurements, and clear data for performance evaluation.
Our proposed system delivers a safe, repeatable, and educational testing environment that can be integrated into the Fluids Lab or used as a standalone instructional tool. Key stakeholders include Professor …
Me443 Turbine Timing System,
2026
California Polytechnic State University, San Luis Obispo
Me443 Turbine Timing System, Jacky Liang, Michael Ayman Habib, Julio Cesar Gutierrez Jr., Eric Tran
Mechanical Engineering
No abstract provided.
Composite Carrier,
2026
California Polytechnic State University, San Luis Obispo
Composite Carrier, Thomas W. Clarke, Kaden T. Guevarra, D'Anna M. Jennings, John F. Tomas
Mechanical Engineering
The Composite Carrier project developed and tested a proof-of-concept system to improve safety and accessibility in the Cal Poly Composites Lab. The system enables users to retrieve composite material rolls from elevated storage racks without using ladders, reducing fall hazards and improving material handling. The final design integrates rack-mounted rotary latches, a ground-level pulley release mechanism, and a custom Genie dolly attachment with a foldable cradle. Verification testing demonstrated that the prototype could securely retain representative roll loads, support repeated retrieval and placement, and improve operator safety, while also identifying future refinements such as reducing attachment width for improved rack …
Hpv Speed Bike Landing Gear,
2026
California Polytechnic State University, San Luis Obispo
Hpv Speed Bike Landing Gear, Nathan Walker, Dylan Hyde, Mark Spohn, Trey Barber
Mechanical Engineering
This report presents the development of a retractable landing gear system for Cal Poly’s human-powered speed bike. The system is designed to support the bike during low-speed operation, especially during launch, when the vehicle is unstable and typically requires assistance from a support crew. The landing gear uses spring-driven extensions controlled by handlebar-mounted Bowden cables, allowing the rider to retract the system while maintaining control of the bike. By fitting within the fairing and retracting after launch, the design aims to improve takeoff stability and rider safety while preserving the aerodynamic performance required for high-speed competition.
