Digital Commons Network^™

Advanced Day-Ahead Scheduling Of Hvac Demand Response Control Using Novel Strategy Of Q-Learning, Model Predictive Control, And Input Convex Neural Networks, Rahman Heidarykiany, Cristinel Ababei

Electrical and Computer Engineering Faculty Research and Publications

In this paper, we present a Q-Learning optimization algorithm for smart home HVAC systems. The proposed algorithm combines new convex deep neural network models with model predictive control (MPC) techniques. More specifically, new input convex long short-term memory (ICLSTM) models are employed to predict dynamic states in an MPC optimal control technique integrated within a Q-Learning reinforcement learning (RL) algorithm to further improve the learned temporal behaviors of nonlinear HVAC systems. As a novel RL approach, the proposed algorithm generates day-ahead HVAC demand response (DR) signals in smart homes that optimally reduce and/or shift peak energy usage, reduce electricity costs, …

Optimization-Based Distributed Controller For Multi-Agents System In Microgrid Secondary Control, Fahad S. Alshammari, Ayman El-Refaie, Saleh Alyahya, Sheroz Khan

Electrical and Computer Engineering Faculty Research and Publications

Micro-grids function to connect to power system power produced by the renewable energy resources. In islanded micro-grids, grid-forming units collaborate to maintain the micro-grids voltage and frequency by utilizing droop control technique that includes primary, secondary and tertiary levels. Secondary control intervenes to improve power sharing and restore voltage and frequency to their nominal levels. However, the conventional droop control applied to a grid with mismatched line parameters experiences a trade-off between reactive power sharing and voltage regulations. This paper applies real-time trajectory tracking convex optimization to ensure by communicating power sharing between units in a consensus topology. The optimization …

Cover Crop-Induced Improvements To Soil Hydraulic Properties And The Role Of Termination Time In Mitigating Negative Soil Moisture Impacts, Fabrizio Javier Pilco

Theses and Dissertations

In the Lower Rio Grande Valley of South Texas, water scarcity and drought pose ongoing challenges for farmers. Although cover crops are promoted for improving soil health and moisture, their effects on soil hydraulic properties in this region remain understudied. This thesis addresses both long-term (Chapter 2) and short-term (Chapter 3) impacts of cover crops on soil hydraulic properties and soil moisture. Long-term effects were evaluated through a three-year participatory field trial across four farms using a BACI design, while short terms were evaluated using a complete randomized block design. Soil hydraulic properties (residual water content θr, saturated water content …

A Modern Prometheus: Frankenstein's Relevance In Our Modern Society, Amanda C. Partida

Theses and Dissertations

For over two hundred years Mary Shelley’s Frankenstein has been in the public consciousness. It took only five years for the first adaptation, Presumption; or the Fate of Frankenstein, to be staged in 1825. Since then, there has been at least one adaptation every decade, with Universal Studios’ 1931 Frankenstein as the most famous adaptation, which shows just how much Shelley’s novel of science and hubris has resonated with audiences for many years.

This thesis aims to connect the ever-changing scientific anxieties of society with the most well-known Frankenstein film adaptations. By focusing on four specific films Frankenstein (1931), …

Synthesis And Characterization Of Composite Hydrogels For Tissue Engineering: An Investigation On Mechanical Properties And Biocompatibility, Ismael Lamas Jr.

Theses and Dissertations

This study investigates the fabrication and characterization of Polyvinyl Alcohol (PVA)/agar double-network (DN) hydrogels for biomedical applications, focusing on mechanical strength, biocompatibility, and tissue engineering potential. Techniques like swelling ratio analysis and Fourier-transform infrared spectroscopy (FTIR), alongside antibacterial and cytotoxicity assays, were employed to evaluate the hydrogels' properties. Results show that increasing agar content enhances mechanical and physical properties, with swelling ratios increasing by 300% when agar makes up 6% of the hydrogel, compared to 140% without agar. A positive correlation was observed between agar concentration and compressive and tensile moduli. Load-relaxation rates, essential for viscoelastic properties, also improved with …

P-Adic Quantum Mechanics, Infinite Potential Wells, And Continuous-Time Quantum Walks, Nathaniel P. Mayes

Theses and Dissertations

In this thesis, we introduce a p-adic version of the infinite potential well in quantum mechanics (QM). This model describes the confinement of a particle in a p-adic ball. We rigorously solve the Cauchy problem for the Schrödinger equation and determine the stationary solutions. The p-adic balls are fractal objects. By dividing a p-adic ball into a finite number of sub-balls and using the wavefunctions of the infinite potential well, we construct a continuous-time quantum walk (CTQW) on a fully connected graph, where each vertex corresponds to a sub-ball in the partition of the original ball. …

Unveiling Perspectives: Young Adults Banned Books Critical Content Analysis, Tiffany Ladonna Jarebica

Theses and Dissertations

This dissertation conducts a critical content analysis of seven banned young adult novels—All Boys Aren’t Blue, All the Things We Do in the Dark, Almost Perfect, Ask the Passengers, The Bluest Eyes, The Hate U Give, and The Kite Runner—within one Texas school district. Using intersectionality theory as a lens, the study explores how intersecting identities such as race, gender, sexuality, and trauma are portrayed in these narratives and examines the role these portrayals play in the censorship process. The analysis investigates the socio-cultural, political, and institutional factors that influenced the removal of these texts, considering how their …

Implementing And Evaluating An Ai-Powered Visual Decision Support System To Improve Antibiotic Usage Among Physicians With A Built-In Early Warning System, Akua Sekyiwaa Osei-Nkwantabisa

Theses and Dissertations

The widespread misuse and excessive prescription of antibiotics have played a pivotal role in the emergence and proliferation of antibiotic-resistant bacteria, posing a critical global public health crisis. Addressing this challenge necessitates innovative solutions that enhance antimicrobial stewardship. This study presents the development and implementation of a visual decision support system designed to monitor and optimize antibiotic usage among healthcare providers. The proposed system integrates advanced machine learning algorithms with real-time data analytics to provide a dynamic, evidence-based decision support tool. Specifically, a neural network model was developed after evaluating multiple machine learning approaches, including Random Forest, Logistic Regression and …

Other Others At The Border: An Autoethnographic Inquiry, Clover Johnson

Theses and Dissertations

This dissertation critically examines the concept of multiple otherness in online learning environments in Hispanic Serving Institutions. Hispanic Serving Institutions may unintentionally perpetuate practices and curricula that exclude and decenter the needs of older, disabled, or geographically diverse black women who may not identify within the university’s focus. Despite their missions to servingness of a stated population, Hispanic serving institutions must examine existing curricula that primarily cater to the dominant minority group they have tasked themselves to serve. By investigating existing curricular practices, this research seeks to maintain the integrity of minority-serving institutions while encouraging inclusivity for all students. By …

Exploring Secondary Content And Career And Technical Education (Cte) Teacher Self-Efficacy In Supporting The Literacy Needs Of Long-Termed Emergent Bilinguals: A Mixed-Methods Inquiry, Jennifer Louise Burden

Theses and Dissertations

This dissertation employed a mixed-methods convergent design, incorporating survey data and semi-structured interviews to investigate the self-efficacy of high school teachers in content areas and Career and Technical Education (CTE) towards their perceived abilities to support emergent bilingual students, particularly in content-specific literacy.

Grounded in the theoretical frameworks of Bandura's (1977) self-efficacy theory and Dweck's (2008) growth mindset, this study explores how educators' perceptions of their abilities impact their instructional practices and student outcomes.

Findings reveal a need for more training and resources to increase student engagement, which impacts academic outcomes and attendance and calls for comprehensive reforms in teacher …

Inferring Feeding Biology In Extinct Shrews (Soricidae: Mammalia): Application Of A Linear Morphometric Approach, Derek J. Den Ouden

Electronic Theses and Dissertations

Linear morphometrics have been used extensively to infer the ecology of fossil organisms, but shrews have not yet been thoroughly explored using this technique. Often considered to have a homogenous insectivorous diet, direct dietary observation suggests shrew dietary diversity is substantial. Diversity of this nature is well established to have influenced skull morphology in other mammal clades, so similar patterns are hypothesized to be detectable in shrews. To test this, I examined the link between known diet and morphological disparity in extant shrews using linear morphometrics and then utilized that framework to infer the dietary ecology of several fossil taxa. …

Fixdrive: Automatically Repairing Autonomous Vehicle Driving Behaviour For $0.08 Per Violation, Yang Sun, Christopher M. Poskitt, Kun Wang, Jun Sun

Research Collection School Of Computing and Information Systems

Autonomous Vehicles (AVs) are advancing rapidly, with Level-4 AVs already operating in real-world conditions. Current AVs, however, still lag behind human drivers in adaptability and performance, often exhibiting overly conservative behaviours and occasionally violating traffic laws. Existing solutions, such as runtime enforcement, mitigate this by automatically repairing the AV's planned trajectory at runtime, but such approaches lack transparency and should be a measure of last resort. It would be preferable for AV repairs to generalise beyond specific incidents and to be interpretable for users. In this work, we propose FixDrive, a framework that analyses driving records from near-misses or law …

Quantitative Runtime Monitoring Of Ethereum Transaction Attacks, Xinyao Xu, Ziyu Mao, Jianzhong Su, Xingwei Lin, David Basin, Jun Sun, Jingyi Wang

Research Collection School Of Computing and Information Systems

The rapid growth of decentralized applications, while revolutionizing financial transactions, has created an attractive target for malicious attacks. Existing approaches to detecting attacks often rely on predefined rules or simplistic and overly-specialized models, which lack the flexibility to handle the wide spectrum of diverse and dynamically changing attack types. To address this challenge, we present a general and extensible framework, MoE (Monitoring Ethereum), that leverages runtime verification to detect a wide range of attacks on Ethereum. MoE features an expressive attack modeling language, based on Metric First-order Temporal Logic (MFOTL), that can formalize a wide range of attacks. We integrate …

“Ronaldo’S A Poser!”: How The Use Of Generative Ai Shapes Debates In Online Forums, Yuhan Zeng, Yingxuan Shi, Xuehan Huang, Fiona Fui-Hoon Nah, Ray Lc

Research Collection School Of Computing and Information Systems

Online debates can enhance critical thinking but may escalate into hostile attacks. As humans are increasingly reliant on Generative AI (GenAI) in writing tasks, we need to understand how people utilize GenAI in online debates. To examine the patterns of writing behavior while making arguments with GenAI, we created an online forum for soccer fans to engage in turn-based and free debates in a post format with the assistance of ChatGPT, arguing on the topic of "Messi vs Ronaldo". After 13 sessions of two-part study and semi-structured interviews with 39 participants, we conducted content and thematic analyses to integrate insights …

Bang!: Real-Time Measurements And Transcriptomics Of Metabolic Reprogramming In Activated Macrophages At Fever Temperature, Kenneth Howard Taylor

Graduate Theses and Dissertations

We investigated the real-time metabolic rates of activated macrophage cell lines derived from mouse, chicken and rainbow trout. Each species showed a different kinetic signature with metabolic rates accelerating under fever conditions specific to each organism. Upon activation mouse macrophages increased their rate of glycolysis early and then a later reprogramming phase occurred with a dramatic decrease in oxidative phosphorylation (OXPHOS) accompanied by a reciprocal second increase in glycolytic rates. Chicken macrophages showed an initial increase in both glycolytic and OXPHOS rates. The late drop OXPHOS rates also occurred in chicken however there was no reprogramming that occurred as glycolytic …

How Can Coalitions Positively Impact Michigan’S Rural Communities And Influence Local Policies: A Comparative Case Study, Amanda Bonesteel-Kratt

Master of Public Administration Capstone Papers

This research explores the impact of coalitions on communities and their influence on local and state policies in rural agricultural communities in Michigan. Nonprofit organizations often utilize coalitions to strengthen their outreach efforts and impact, and in this paper, the author focuses on Farm-to-Power (FTP), a new nonprofit organization in Michigan. FTP advocates for landowners’ rights regarding renewable energy, specifically wind and solar, on a utility scale. This paper explores the best practices concerning effective coalition-building that have the capability to impact policy changes that benefit farming communities through improved economic stability. Access to renewable energy leases for Michigan farmers …

The Effects Of Retrieval Practice On Knowledge Acquisition And Durable Learning In Undergraduate Nursing Students, Jessica Everritt Gay

Dissertations

Recent reports of unpreparedness and failure to rescue incidents among new graduate nurses are concerning for nurse educators and health care. New graduates must retrieve and apply learned knowledge to make sound clinical decisions, emphasizing the need for durable learning and knowledge acquisition. Durable learning, which involves understanding and recalling learned information days, weeks, or months later is crucial for clinical judgment. Nurse educators should facilitate durable learning through effective, evidence-based learning techniques such as retrieval practice (RP), which has shown promise in health professions education but is underutilized in nursing education.

This study explored the impact of RP on …

Learning The Musical Elements From An Early Age Through The Use Of Traditional Folk And Popular Tunes In The Mother Tongue And A Compendium Of Music Resources In Spanish For General Music Classes, Román Orlando Carranza Zapata

Dissertations

This document intends to fulfill three primary purposes. One is to explore the principal characteristics of early music education methods regarding teaching and learning music from an early age through the mother tongue, also known as their native language. These methods may suggest other strategies such as: playing and singing children's games, singing traditional folk tunes, improvisation, dancing, or playing instruments for the general music classroom. The second purpose is to provide music educators with a compilation of various music resources written in Spanish, such as pedagogical books, workbooks, and online interactive musical platforms that can be used in the …

El Salvador’S Cultural Memory And María De Baratta’S Piano Music: Kushkatan, Nahualismo, And The Representation Of Indigeneity, Alejandro Jose Arroyo Alberto

Dissertations

Following independence from the Viceroyalty of New Spain between 1821 and 1823, the United Provinces of Central America entered a period of cultural redefinition, as emerging national frameworks sought to integrate diverse ethnic and historical legacies. After a century, in early twentieth-century El Salvador, a revival of Kushkatan—a pre-Hispanic Indigenous territory within present-day El Salvador—gained symbolic traction among intellectual elites during a politically volatile era marked by social upheaval and cultural realignment. Within this historical context, Cuzcatlán Típico (1951) by María de Baratta, published by the Ministry of Culture, stands as the first ethnomusicological study dedicated to Indigenous music in …

An Agrin-Yap/Taz Rigidity Sensing Module Drives Egfr-Addicted Lung Tumorigenesis., Reza Bayat Mokhtari, Divyaleka Sampath, Paige Eversole, Melissa Ong Yu Lin, Dmitriy A. Bosykh, Gandhi T. K. Boopathy, Aravind Sivakumar, Cheng-Chun Wang, Ramesh Kumar, Joe Yeong Poh Sheng, Ellen Karasik, Barbara A. Foster, Han Yu, Xiang Ling, Wenjie Wu, Fengzhi Li, Zoë Weaver Ohler, Christine Fillmore Brainson, David W. Goodrich, Wanjin Hong, Sayan Chakraborty

Markey Cancer Center Faculty Publications

Despite epidermal growth factor receptor (EGFR) is a pivotal oncogene for several cancers, including lung adenocarcinoma (LUAD), how it senses extracellular matrix (ECM) rigidity remain elusive in the context of the increasing role of tissue rigidity on various hallmarks of cancer development. Here it is shown that EGFR dictates tumorigenic agrin expression in lung cancer cell lines, genetically engineered EGFR-driven mouse models, and human specimens. Agrin expression confers substrate stiffness-dependent oncogenic attributes to EGFR-reliant cancer cells. Mechanistically, agrin mechanoactivates EGFR through epidermal growth factor (EGF)-dependent and independent modes, thereby sensitizing its activity toward localized cancer cell-ECM adherence and bulk rigidity …

Consideration Of A Vehicle Miles Traveled Tax In Michigan, Lindsay D. Reed

Master of Public Administration Capstone Papers

Gasoline tax revenue is becoming increasingly insufficient to fund road repairs and maintenance nationwide due to the increased fuel efficiency of gasoline-powered vehicles, increased sales of electric and hybrid alternatives, and overall construction cost inflation. Michigan’s solution to this problem, until now, has been to continually increase existing fuel taxes, which does little to address the aforementioned issues. Alternative policy options to supplement and eventually replace these traditional taxes include bridge and highway tolls, higher licensing and registration fees, and the Vehicle Miles Traveled (VMT). Several states in various stages of VMT tax implementation are examined through the lens of …

Ethnic/Racial Representation In Leadership Positions In Us School Districts, 2002-2014: Are School Districts Achieving Parity?, Melissa A. Taylor, Larra Rucker, Valarie H. Hunt, Brinck Kerr

Political Science Faculty Publications and Presentations

Objective A representative public education workforce has substantive benefits for underserved groups. While research finds considerable differences in ethnic/racial representation among public bureaucrats, little research examines representation within the public education workforce. Methods We use US Equal Employment Opportunity Commission EEO-5 data to measure the levels of representation in public school district jobs among Blacks, Hispanics, and Whites (non-Hispanic). Results Based on the analysis of 4253 US districts for 2002 through 2014, we find Hispanic and Black underrepresentation among administrators, principals, assistant principals, and classroom teachers. Based on new-hire employees, we observe improvement in Black and Hispanic representation. District size …

Kelsenian Originalism In Europe, Graziella Romeo, Andrea Pin

Vanderbilt Journal of Transnational Law

No abstract provided.

A Model Of Changeover Behavior In Concurrent Schedules Of Reinforcement, Matias A. Avellaneda

All Graduate Theses and Dissertations, Fall 2023 to Present

Animals in the wild have access to a variety of food sources, and they must allocate their time between them in an efficient manner. This requires deciding when to depart from the source currently being exploited to travel to a different one. A general model of this decision process can be derived from three assumptions well supported by the learning literature. The first one is the so-called matching law, which says that the proportion of time allocated to any one behavior equals the proportion of total value obtained from that option. The second one is that the dwell times (i.e., …

Scheduling Charging For Fleets Of Battery Electric Vehicles: Techniques For Modeling And Real-Time Operation, Justin J. Whitaker

All Graduate Theses and Dissertations, Fall 2023 to Present

While electric vehicles (EVs) are becoming increasingly popular and can provide cost, maintenance, and environmental benefits, they present unique challenges for regular operation, especially in fleets of vehicles. The limited range, long charging times, and high power requirements of EVs complicate the operations of fleets comprised of EVs. Additionally, the charging costs of EVs can be complex, depending on the time of charging, the energy charged, and the power level of the charging session. These complex charging costs can be significantly affected by the presence of uncontrolled loads. These challenges are further complicated by the inevitable variations in the real …

Aerobic Biodegradation Of Algae-Derived Bioplastics Under Controlled Composting Conditions, Clayton J. Lords

All Graduate Theses and Dissertations, Fall 2023 to Present

Plastics are versatile polymers that have become critically important materials in many industries. Although plastics are important and useful materials, they account for vast amounts of environmental pollution and climate change contribution. Sustainable bioproducts are becoming increasingly important in the effort to mitigate the impacts of pollution and climate change. The scale of environmental damage caused by plastic pollution highlights the need to implement sustainably sourced biodegradable plastics within the global economy. Bioplastics are materials that may be manufactured from biological materials or can biodegrade under certain conditions. Algae are microorganisms that can be grown using nutrient-rich municipal wastewater; the …

Influence Of Physical Properties Of Fat On Product Quality, Shelf-Life And Consumer Acceptance Of Chocolate-Coated Products, Audrey Lidgard

All Graduate Theses and Dissertations, Fall 2023 to Present

In chocolate-coated products, oil migration in fats can lead to chocolate softening, filling hardening, discoloration, and lower consumer acceptance. This study examined three different fats (soy- palm-, and palm-kernel (PK) based), crystallized under different conditions (cooling rate and use of high intensity ultrasound (HIU)) to examine how the crystallization conditions impact the physical properties of confectionery products. These conditions produced fats with high and low oil binding capacities (OBCs); the ability of crystal networks to entrap liquid oil. Model systems were created to examine measurable quality degradation and consumer acceptance of chocolates placed in contact with the fats; one with …

Effects Of Light Intensity On Algae Biofilms In Rotating Algae Biofilm Reactors (Rabr), Joshua D. Wintch

All Graduate Theses and Dissertations, Fall 2023 to Present

There is a growing need for economically and ecologically friendly wastewater treatment processes. Utilizing natural algae biofilms to remediate excess nitrogen and phosphorus from municipal wastewater is a treatment technique of academic interest. Utilizing natural algae in rotating algae biofilm reactors (RABR) is a potential engineering application of algae biofilms for municipal wastewater anaerobic digestor effluent treatment. The ideal reactor operation would use sunlight as the light source for algae growth, however, there is little academic research on algae biofilm growth productivity across natural sunlight light intensity ranges. This research seeks to understand the relationship between rotating algae biofilm reactor …

The Impact Of Absolute Education On Young Voter Turnout, Reagan Roark

All Graduate Theses and Dissertations, Fall 2023 to Present

American civic education continually proves to need attention and reform. This research evaluates whether implementing specific teaching strategies at the high school level impacts a student's future political participation; specifically, to more clearly outline whether a high school level civics curriculum directly impacts a student's likelihood to cast a voting ballot in midterm and presidential elections within six years of graduation. This paper aims to understand better if teaching and/or education reform is effective in helping future generations and the democratic fate of our country. In this study, we measure the current state civic graduation requirements compared with the state's …

The Desert Shall Rejoice: Lds Relational Values And Multispecies Justice In The Intermountain West, Sarah A. Woodbury

All Graduate Theses and Dissertations, Fall 2023 to Present

In the American West, climate change is shifting weather and climate patterns in ways that may dramatically change lands, livelihoods, and communities. In the face of these threats, conservationists and local communities must work collaboratively to ensure that environmental and human communities are healthy enough to weather approaching shifts. Church of Jesus Christ of Latter-day Saint (LDS) values, practices, and histories strongly influence the Intermountain West, yet there is little research on LDS environmental values and perceptions. This study seeks to answer questions that work in this gap. It documents the knowledge and values of communities in the Intermountain West …