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Filtering by: Creator Daly, Kendra L. Remove constraint Creator: Daly, Kendra L. Decade 2020-2029 Remove constraint Decade: 2020-2029 Degree Field Mechanical Engineering Remove constraint Degree Field: Mechanical Engineering

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  • Investigation of In-tube Non-equilibrium Condensation of Low Global Warming Potential Refrigerants

    Creator:
    Jacob, Tabeel A.
    Abstract:
    This work investigates the in-tube condensation of low global warming potential (GWP) zeotropic refrigerant mixtures R448A, R450A, R452A, R454B and R454C. These refrigerants have been proposed for a wide range of commercial heating, ventilation, air-conditioning applications, but their heat and momentum transport phenomenon were not well understood. Thus, in this...
    Resource Type:
    Dissertation
    Full Text:
    , Dr. Kendra Sharp, and Dr. David Hurwitz. I would like to thank all the current and past members of

  • Empirical Characterization and Data-Driven Optimization of Water-Energy Systems

    Creator:
    Elhashimi, Mohammed A.
    Abstract:
    The accelerated development in water-energy systems calls for advanced modeling and optimization tools to improve technologies’ performance. Water desalination is a manifestation of water-energy system that is challenged by different operational constraints. The scarcity and uneven distribution of freshwater around the world makes water desalination an indispensable process to address...
    Resource Type:
    Dissertation

  • Structure and Actuation of Cephalopod-Inspired Soft Robots

    Creator:
    Olson, Gina M.
    Abstract:
    Cephalopod-inspired soft robot arms have been studied as a new type of manipulator. These arms have been proposed for reach and grab tasks, underwater locomotion via swimming and walking, and robotic surgery. However, the capabilities of existing soft arms are limited to simple motions and light loads. Arm design has...
    Resource Type:
    Dissertation
    Full Text:
    Callen Votzke and Professor Ross L. Hatton. I was also lucky enough to work with four amazing

  • Predicting Properties of Bio-jet Fuels using Machine Learning and ATR-FTIR Spectroscopy

    Creator:
    Mayer, Morgan A.
    Abstract:
    High-potential molecules derived from biomass sources may suitably replace or supplement traditional nonrenewable hydrocarbon fuels to reduce pollution and fuel processing costs. Due to expensive and time-consuming property testing, models that predict key properties from optical data would initially vet potential additives before investment and bench-scale testing. Attenuated Total Reflection...
    Resource Type:
    Masters Thesis
    Full Text:
    results in orthogonal, uncorrelated principal components as the new independent variables. Daly et al. [66

  • Applications of Bayesian Optimization and Classification Surrogate Modeling to User-Guided Design

    Creator:
    Jetton, Cole M.
    Abstract:
    In engineering problems not all constraints can be explicitly written as mathematical functions. There needs to be a way integrate designer knowledge into the design process and preferably use that to guide an optimization problem. In this thesis, these constraints are modelled using classification surrogate models and integrated with Bayesian...
    Resource Type:
    Masters Thesis
    Full Text:
    Gaussian Process 𝑚(𝑥) Mean function for a Gaussian process. 𝑙 Characteristic length scale of squared

  • Pre-Prototyping Framework: An Early Design Prototyping Methodology for Human-Centered Products and Workplaces

    Creator:
    Ahmed, Salman
    Abstract:
    Prototyping is a crucial step in product design and development, but it is also known as the highest sunk cost. The top 20 Research and Development (R&D) department spends 142 billion dollars, yet 40 to 46 percent of this money goes into developing products that cannot even make to the...
    Resource Type:
    Dissertation