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Transference Of Emotional Intelligence And Self-Efficacy Observed Through Adventure West Virginia Student Trip Leaders, Ashley Irene Fox Jan 2021

Transference Of Emotional Intelligence And Self-Efficacy Observed Through Adventure West Virginia Student Trip Leaders, Ashley Irene Fox

Graduate Theses, Dissertations, and Problem Reports (ETD)

Since the creation of university sponsored outdoor recreation trips, research studies have been conducted to examine the impact of this programming on participants. These studies have typically assessed impacts through measuring common components used to quantify overall leadership abilities such as emotional intelligence, self-efficacy, and transference. In this study, researchers utilized a quasi-experimental approach to attempt to measure the impact of leading outdoor orientation trips on leader ability to transfer leadership skills to other areas of life. A sample (N = 29) of undergraduate student trip leaders of West Virginia University’s Adventure West Virginia (AWV) program was surveyed and divided …


Application Of Artificial Intelligence In Three Phase Unbalanced Smart Power Distribution Grid, Deepak Tiwari Jan 2021

Application Of Artificial Intelligence In Three Phase Unbalanced Smart Power Distribution Grid, Deepak Tiwari

Graduate Theses, Dissertations, and Problem Reports (ETD)

Electrification of the transportation sector can play an essential role in curbing fossil fuel scarcity and oil shortages in the world. Electric vehicles (EVs) can significantly reduce CO2 emissions, improve urban pollution. Apart from these advantages of EVs, they may also pose challenges to the distribution grid. Increasing penetration of EVs puts an extra burden and leads to affect the grid severely. Load congestions, voltage drops/regulation, overloading are some of the issues that might incur in the grid because of improper charging of EVs. The uncertain nature of EV owners makes it very difficult to predict the charging pattern. So …


Flow Field Measurement And Qualification Of The West Virginia University Environmental Wind Tunnel, Katherine Mary Reid Jan 2021

Flow Field Measurement And Qualification Of The West Virginia University Environmental Wind Tunnel, Katherine Mary Reid

Graduate Theses, Dissertations, and Problem Reports (ETD)

In 2013 West Virginia University acquired an Environmental Wind Tunnel from Cornell University. Due to the state of the tunnel, elements of the tunnel were redesigned and rebuilt at the West Virginia University Hangar in Morgantown, West Virginia. The motivation of this research was to evaluate and qualify the flow field within the test section of this redesigned and reconstructed wind tunnel. The tunnel has many uses for the university, including outside research opportunities as well as educational purposes for students in the Aerospace Engineering Department. The methods employed for this effort included developing a grid of pitot tubes to …


Accuracy Of Digital Impressions At Varying Implant Depths: An In-Vitro Study, Vivia Sequeira Jan 2021

Accuracy Of Digital Impressions At Varying Implant Depths: An In-Vitro Study, Vivia Sequeira

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction: Implants placed at variable depths may vary the amount of visible scannable surface of a scan body. Intraoral scanner technology uses advanced optical principles to record the surface of the scan body to accurately capture the implant position.

Purpose: To investigate the effect implant placement depth has on the accuracy of digital implant impressions using an intraoral scanner.

Materials & Methods: A partially edentulous gypsum master model was fabricated to allow the positioning of a single implant analog at different depths. Four groups based on the planned implant depths of 0, 3, 6 and 7mm and corresponding visibility of …


Review Of Forecasting Univariate Time-Series Data With Application To Water-Energy Nexus Studies & Proposal Of Parallel Hybrid Sarima-Ann Model, Cory Sumner Yarrington Jan 2021

Review Of Forecasting Univariate Time-Series Data With Application To Water-Energy Nexus Studies & Proposal Of Parallel Hybrid Sarima-Ann Model, Cory Sumner Yarrington

Graduate Theses, Dissertations, and Problem Reports (ETD)

The necessary materials for most human activities are water and energy. Integrated analysis to accurately forecast water and energy consumption enables the implementation of efficient short and long-term resource management planning as well as expanding policy and research possibilities for the supportive infrastructure. However, the integral relationship between water and energy (water-energy nexus) poses a difficult problem for modeling. The accessibility and physical overlay of data sets related to water-energy nexus is another main issue for a reliable water-energy consumption forecast. The framework of urban metabolism (UM) uses several types of data to build a global view and highlight issues …


After The Protests: A Campus Racial Climate Case Study Of The Perception And Curricular Responses For Institutional Reforms, Following The Black Students’ Demands For Interventions At The University Of Missouri-Columbia, Bruce E. Mitchell Ii Jan 2021

After The Protests: A Campus Racial Climate Case Study Of The Perception And Curricular Responses For Institutional Reforms, Following The Black Students’ Demands For Interventions At The University Of Missouri-Columbia, Bruce E. Mitchell Ii

Graduate Theses, Dissertations, and Problem Reports (ETD)

This qualitative method single case study explores the phenomenon of a racially tense campus climate at the University of Missouri Columbia, a Predominantly White Midwestern Institution. At the forefront of the media regarding student and athlete protests, leading to the resignation of senior level administrators, African American students put forth eight demands to their administrators. Included, was the creation and implementation of a required racial awareness and inclusion curriculum. The study explores the perceptions of the institutional response to an exceptional campus racial climate issue and the process of formulating and participating in a diversity training course and a semester …


Association Of Incident Cancer To Low-Value Care And Healthcare Cost Burden Among Elderly Medicare Beneficiaries, Chibuzo Iloabuchi Jan 2021

Association Of Incident Cancer To Low-Value Care And Healthcare Cost Burden Among Elderly Medicare Beneficiaries, Chibuzo Iloabuchi

Graduate Theses, Dissertations, and Problem Reports (ETD)

In the United States (US), 25% of healthcare spending is considered wasteful because it is spent reimbursing low-value care. Low-value care is the utilization of healthcare services, medical tests, and procedures that have unclear or no clinical benefit to patients but still exposes them to risk. World-wide, low-value care imposes a significant economic burden on patients, payers, governments, and society. Cancer care among older adults > 65 years is one of the biggest drivers of healthcare expenditure in the US and accounts for nearly 40% of all spending, and low-value care among cancer patients is prevalent and contributes to the financial …


Floating-Gate Design And Linearization For Reconfigurable Analog Signal Processing, Steven Michael Andryzcik Ii Jan 2021

Floating-Gate Design And Linearization For Reconfigurable Analog Signal Processing, Steven Michael Andryzcik Ii

Graduate Theses, Dissertations, and Problem Reports (ETD)

Analog and mixed-signal integrated circuits have found a place in modern electronics design as a viable alternative to digital pre-processing. With metrics that boast high accuracy and low power consumption, analog pre-processing has opened the door to low-power state-monitoring systems when it is utilized in place of a power-hungry digital signal-processing stage. However, the complicated design process required by analog and mixed-signal systems has been a barrier to broader applications. The implementation of floating-gate transistors has begun to pave the way for a more reasonable approach to analog design. Floating-gate technology has widespread use in the digital domain. Analog and …


Barriers Of Volunteerism For Coaches Of Collegiate Division I Swimming Programs, Richard Allen West Jan 2021

Barriers Of Volunteerism For Coaches Of Collegiate Division I Swimming Programs, Richard Allen West

Graduate Theses, Dissertations, and Problem Reports (ETD)

Barriers to volunteerism are not researched often or concretely in specific volunteer populations. The aim of this project was to find agreement among a group of potential executive level volunteers in coaching to identify the most impactful and prevalent barriers preventing them from volunteer service. A Delphi study was utilized to identify and find consensus for these barriers as identified by the 30 collegiate swimming coaches who participated. A verification interview was administered to add further clarity to the results and allow participants to speculate as to methods to overcome the barriers listed. Key findings included the themes of dedicated …


Making Sense Of And Giving Sense To Management Research On Social Evaluations And Ethical Decisions: A Three Essay Dissertation, Alanna M. Hirshman Jan 2021

Making Sense Of And Giving Sense To Management Research On Social Evaluations And Ethical Decisions: A Three Essay Dissertation, Alanna M. Hirshman

Graduate Theses, Dissertations, and Problem Reports (ETD)

Organizations, whether private or public, are subject to evaluations by their stakeholders and society. While positive social evaluations can help organizations build their reputation and social capital, negative evaluations can cause significant social and economic distress. In both cases, stakes are high for organizations. Thus, understanding how social evaluations are formed and taken into account during firms’ strategic decision-making is paramount. This three-essay dissertation builds on the sensemaking and sensegiving literature in order to explain positive and negative social evaluations in the context of ethical decision-making. Specifically, the following three questions are addressed: a. Which types of sensemaking and sensegiving …


Examining West Virginia's Economic Development: Natural Resources, Development Agencies, And Labor Force Development, Gaillynn Marie Bowman Jan 2021

Examining West Virginia's Economic Development: Natural Resources, Development Agencies, And Labor Force Development, Gaillynn Marie Bowman

Graduate Theses, Dissertations, and Problem Reports (ETD)

Examining West Virginia's Economic Development: Natural Resources, Development Agencies, and Labor Force Development Gaillynn Bowman Economic development is well-recognized as being fundamental to facilitating an overall improved quality of life for communities and their residents. Throughout West Virginia’s history, the state has experienced economic hardships caused by boom and bust cycles associated with resource extraction. This dissertation consists of three essays that explore the impacts of economic development activities, including conservation programs, economic development agency initiatives, and workforce development agencies. The first essay explores the relationship nonresident landowners have with the conservation programs within West Virginia, specifically the Natural Resources …


The Memorization, Preparation, And Performance Of Piano Music: Cognitive Foundations And Current Neuro-Music Research, Amy M. Simpson Jan 2021

The Memorization, Preparation, And Performance Of Piano Music: Cognitive Foundations And Current Neuro-Music Research, Amy M. Simpson

Graduate Theses, Dissertations, and Problem Reports (ETD)

Memorization of piano music for performance has often been shrouded in mystery. A body of neuro-music research has emerged, mostly in the last twenty years, that addresses how musicians perceive, learn, and memorize music, and how these processes operate in music performance. This paper is a compendium of current research on music perception, learning, memorization, and performance, specifically focused on piano music and piano performance. It is intended to benefit both pianists (performers, teachers, students), and neuro-music researchers.

This research explains the operation of human memory systems and, from this platform, addresses aspects of music memorization such as multi-modal approaches …


Magnetic Properties Of Lsmo/Sto Thin Films: Magnetocaloric, Spin Dynamics And Magnetic Viscosity Investigations, Navid Mottaghi Jan 2021

Magnetic Properties Of Lsmo/Sto Thin Films: Magnetocaloric, Spin Dynamics And Magnetic Viscosity Investigations, Navid Mottaghi

Graduate Theses, Dissertations, and Problem Reports (ETD)

While other films are discussed, this dissertation will focus on detailed studies of the dc and ac bulk magnetometry in a characteristic 7.6 nm thin film of La0.7Sr0.3MnO3 grown on SrTiO3 (001). The dc bulk magnetometry measurements show that the sample is magnetically inhomogeneous. Temperature variation of magnetization (M vs. T) was measured in zero-field-cooled and field-cooled protocols to determine the blocking temperature TB in different applied magnetic fields. The field variation of TB is interpreted as the presence of embedded spin clusters of 1.4 nm. Moreover, the M vs. …


Critical Communities Of Practice In Distance American Sign Language Interpreter Education, Danielle South Jan 2021

Critical Communities Of Practice In Distance American Sign Language Interpreter Education, Danielle South

Graduate Theses, Dissertations, and Problem Reports (ETD)

American Sign Language interpreter education must center the Deaf community in the learning environment. In a distance-education environment, the task of connecting students with the Deaf community is challenging due to time constraints and geographic separation. In order to facilitate meaningful, engaging, experiential online learning, I developed a critical community of practice (CCoP), similar to Lave & Wenger’s (1991) community of practice (CoP). I facilitate my research through one primary research question and three subquestions: (1) How does integration of the critical community of practice framework impact students’ learning in an online language-interpreting-based learning environment? (a) How does critical discourse …


Characterization Of Modern Ammunition And Background Profiles: A Novel Approach And Probabilistic Interpretation Of Inorganic Gunshot Residue, Korina Layli Menking-Hoggatt Jan 2021

Characterization Of Modern Ammunition And Background Profiles: A Novel Approach And Probabilistic Interpretation Of Inorganic Gunshot Residue, Korina Layli Menking-Hoggatt

Graduate Theses, Dissertations, and Problem Reports (ETD)

Gunshot residue (GSR) can provide essential clues in gun-related investigations. The standard practice for GSR analysis uses SEM-EDS, with the capability for single particle elemental and morphological analysis. However, the method is time-consuming and based on categorical classification models without considering case circumstances. Therefore, complementary and more encompassing methods are needed to improve evidence interpretation of modern ammunition. This research aims to fill these demands by developing standard materials and alternative methods to characterize and interpret IGSR.

This study developed primer GSR (pGSR) standards from sixty discharged primers that were fully characterized by three techniques. The number of GSR particles, …


Targeting The Cerebrovasculature In Sepsis: A Focus On The Brain Microvascular Endothelium, Divine C. Nwafor Jan 2021

Targeting The Cerebrovasculature In Sepsis: A Focus On The Brain Microvascular Endothelium, Divine C. Nwafor

Graduate Theses, Dissertations, and Problem Reports (ETD)

The blood-brain barrier (BBB) is a critical interface between the systemic circulation and the brain. It is a specialized multicellular unit composed of brain microvascular endothelial cells (BMECs), pericytes, a basement membrane, and astrocytic end foot processes. BMECs are a principal component of the BBB that provide the structural framework needed for the stringent transport of molecules into the brain. BMEC dysfunction permits the trafficking of neurotoxins from systemic circulation into the brain, which ultimately exacerbates BBB dysfunction and neuroinflammation. Studies have shown that BBB dysfunction is a key determinant of cognitive decline in sepsis. However, there are critical knowledge …


Traditional And Modern Breeding Strategies Towards Developing Resilient Crops: Two Case Studies In Tomato, Estefania Tavares Flores Jan 2021

Traditional And Modern Breeding Strategies Towards Developing Resilient Crops: Two Case Studies In Tomato, Estefania Tavares Flores

Graduate Theses, Dissertations, and Problem Reports (ETD)

Crop designing for resilience traits to produce satisfactorily under adverse conditions and scenarios is a priority for the future of global food security. In this thesis, two different approaches addressing major stress factors for tomato cropping are presented. We first aimed to domesticate tomato de novo as a high-salinity resistant crop using the wild relative, S. cheesmaniae via gene editing. We conducted single-gene and multiplex knock-out strategies using CRISPR/Cas9 genome editing to create loss-of-function alleles for the domestication-related genes BIF, CycB, J2, EJ2, MULTI, SP, SP5G, and FW11.3 in order to create a novel, halophyte tomato harboring an inherent high-salinity …


Identification Of Crash Contributing Factors In Av Involved Crashes, Md Tanvir Ashraf Jan 2021

Identification Of Crash Contributing Factors In Av Involved Crashes, Md Tanvir Ashraf

Graduate Theses, Dissertations, and Problem Reports (ETD)

Autonomous Vehicles (AVs) can dramatically reduce the number of traffic crashes and associated fatalities by eliminating the avoidable human-errors related crash contributing factors. Many companies have been conducting pilot tests on public roads in several states in the United States and other countries to accelerate AV mass deployment. AV pilot operations on California public roads saw 251 AV-involved crashes (as of February 2020). These AV-involved crashes provide a unique opportunity to investigate AV crash risks in a mixed traffic environment. This study collected the AV crash reports from the California Department of Motor Vehicles and applied the Decision Tree (DT), …


Identifying Self-Determined Learning Practices Within Social Media For Teacher Professional Development, Leah Mcjilton Jan 2021

Identifying Self-Determined Learning Practices Within Social Media For Teacher Professional Development, Leah Mcjilton

Graduate Theses, Dissertations, and Problem Reports (ETD)

The collective increase of learner-centered teaching and substantial technology use in the classroom has given instructors potential opportunities to support students in developing lifelong learning skills. The ability to manage one’s own learning is an essential skill for lifelong learners in today’s workforce. Heutagogy, or self-determined learning, suggests that individuals have agency with respect to how, what, and when they learn. Heutagogy provides a framework for making the most of these developments, drawing on established learner-centered education theories. The key principles of heutagogy provide a foundation for designing and developing learning environments using social media. In order for teachers to …


Is Care In The Air?: A Crisis Ethics Case Study Of American Airlines’ Communication During The Covid-19 Pandemic, Lily V. Hicks Jan 2021

Is Care In The Air?: A Crisis Ethics Case Study Of American Airlines’ Communication During The Covid-19 Pandemic, Lily V. Hicks

Graduate Theses, Dissertations, and Problem Reports (ETD)

This research proposes a qualitative case study of American Airlines’ communication during the first month of the COVID-19 global pandemic. Data from the airline’s press releases along with its tweets and a sample of organizational responses to those tweets are offered for proposed analysis using the lenses of Situational Crisis Communication Theory, the Applied Model of Care Considerations, and the body of crisis literature on audience coping and emotions during crises. This in-depth look at a unique communication phenomenon will be a fundamental step in examining how airline communication exhibits ethics or lack thereof and is related to people’s emotions …


A Short Film That Addresses Substance Use Disorders In Rural Communities And Strategies In Prevention And Treatment Of Addiction, Sarah R. Poteracki Jan 2021

A Short Film That Addresses Substance Use Disorders In Rural Communities And Strategies In Prevention And Treatment Of Addiction, Sarah R. Poteracki

Graduate Theses, Dissertations, and Problem Reports (ETD)

This research paper and accompanying video (link to the short film is here: https://drive.google.com/drive/folders/1etDnUmEvkOds8J0EKnq1gnFO79-GggjY) offer insight into the current state of research collaboration surrounding substance use disorders in West Virginia. This professional project explores the importance of collaboration both in a research and clinical setting and in the social realm. The film was shown at the 2nd annual meeting for the Appalachian Node of the National Institute on Drug Abuse Clinical Trials Network on February 25, 2021. I interviewed 14 researchers and experts from a diverse range of disciplines who shared insights and strategies in the prevention and treatment of …


Mechanisms And Therapeutic Interventions For Breast Cancer-Induced Fatigue And Mitochondrial Dysfunction, David Andrew Stanton Jan 2021

Mechanisms And Therapeutic Interventions For Breast Cancer-Induced Fatigue And Mitochondrial Dysfunction, David Andrew Stanton

Graduate Theses, Dissertations, and Problem Reports (ETD)

According to the latest statistics from the National Cancer Institute (NCI), about 1 in 8 U.S. women (~13%) will develop invasive breast cancer over the course of their lifetime. This translates to an estimated 268,600 new cases of breast cancer for the year 2019, and these diagnoses will collectively make up 15% of all new cancer cases across all cancer types. The majority of these women will experience the often-debilitating symptom of breast cancer-induced fatigue. these patients often have difficulty performing normal activities of daily living, have decreased tolerance to traditional tumor-directed therapies, and have higher rates of cancer recurrence. …


Evaluating Factors Influencing Transportation-Related Energy Consumption, Amrit Williams Jan 2021

Evaluating Factors Influencing Transportation-Related Energy Consumption, Amrit Williams

Graduate Theses, Dissertations, and Problem Reports (ETD)

This thesis contributes to the literature assessing the relationships between travel patterns, transportation-related energy consumption, and urban form. Although the literature has explored several area-related and other factors, the focus has mainly been on urban areas. This research aims to (1) quantify the relationship of transportation-related energy consumption with urban form, (2) explore how individual attitudes might affect consumption, and (3) explore differences in consumption among different socioeconomic and demographic population groups.

Data collected from an online survey targeting adults in the contiguous U.S. supplemented with secondary spatial data were used to address the research goals. The collected sample was …


Application Of Project Management Strategies And Tools For An Efficient And Successful Competition-Based Engineering Senior Capstone Design Project, Benton Duane Morris Jan 2021

Application Of Project Management Strategies And Tools For An Efficient And Successful Competition-Based Engineering Senior Capstone Design Project, Benton Duane Morris

Graduate Theses, Dissertations, and Problem Reports (ETD)

The industry-level engineering workforce for a project in modern times requires a clear plan and management process to execute the goals of the consumer and the producer. The engineers of tomorrow need the ability to be competitive and successful upon entry into the industry, where there have already been established management tactics for the execution of the company's goals. The mentality within the industry is adaptable to senior collegiate-level competition-based capstone projects. Therefore the West Virginia University EcoCAR Mobility Challenge team has adapted, altered, or adjusted industry-level practices in order to have an overall functioning and effective team that follows …


A Deep Learning Approach To Lncrna Subcellular Localization Using Inexact Q-Mer, Weijun Yi Jan 2021

A Deep Learning Approach To Lncrna Subcellular Localization Using Inexact Q-Mer, Weijun Yi

Graduate Theses, Dissertations, and Problem Reports (ETD)

Long non coding Ribonucleic Acids (lncRNAs) can be localized to different cellular components, such as the nucleus, exosome, cytoplasm, ribosome, etc. Their biological functions can be influenced by the region of the cell they are located. Many of these lncRNAs are associated with different challenging diseases. Thus, it is crucial to study their subcellular localization. However, compared to the vast number of lncRNAs, only relatively few have annotations in terms of their subcellular localization. Conventional computational methods use q-mer profiles from lncRNA sequences and then train machine learning models, such as support vector machines and logistic regression with the profiles. …


Unique Biological Applications Of Charge Transfer Dissociation Mass Spectrometry, Halle M. Edwards Jan 2021

Unique Biological Applications Of Charge Transfer Dissociation Mass Spectrometry, Halle M. Edwards

Graduate Theses, Dissertations, and Problem Reports (ETD)

The ever-changing landscape of mass spectrometry is driven by gaps in knowledge, and one of the biggest driving forces is the desire to understand the structure and dynamics of biomolecules in living organisms. New and better methods of tandem mass spectrometry are often at the heart of technological developments. Some fragmentation methods are limited to expensive FTICR instruments, some techniques are limited multiply charged precursors, and others are limited to breaking only the weakest bonds in precursor ions; all of which support the pursuit of new activation methods. Charge transfer dissociation (CTD) addresses some of these concerns by providing structurally …


Can Stable Isotopes From Tree Rings Improve Our Understanding Of Past Variability In The Southern Annular Mode?, Zachary Grzywacz Jan 2021

Can Stable Isotopes From Tree Rings Improve Our Understanding Of Past Variability In The Southern Annular Mode?, Zachary Grzywacz

Graduate Theses, Dissertations, and Problem Reports (ETD)

Few annually dated stable isotope records exist across Oceania. In mid- to high-latitude locations in South America, tree-ring stable isotopes provide information about past climate dynamics such as the Southern Annular Mode (SAM). The SAM drives latitudinal shifts in Southern Hemisphere westerly winds, influencing temperature and moisture delivery across the mid- to high-latitudes, including Tasmania. Combinations of paleoclimate proxies from across the Southern Ocean might provide insight into dynamic processes like the SAM that are difficult to measure with a single proxy. Measuring stable carbon and oxygen isotope ratios from tree rings in Tasmania could provide complementary data to contribute …


Implementing The Empirical Stone Mine Pillar Strength Equation Into The Boundary Element Method Software Lamodel, Samuel Escobar Jan 2021

Implementing The Empirical Stone Mine Pillar Strength Equation Into The Boundary Element Method Software Lamodel, Samuel Escobar

Graduate Theses, Dissertations, and Problem Reports (ETD)

In this research, the equation for the increasing stress into the interior of a stone mine pillar, as a function of the pillar width-to-height ratio, is derived from the empirical pillar strength equation proposed by Esterhuizen et al. (2011). The gradient stress equations for the stone mine pillars were derived by following similar approaches to those presented by Mark et al. (1992) and Johnson et al. (2014). In these approaches, it is assumed that the variation of stresses within the pillar is a function of distance to the closest rib. The stress gradient function provides the stress distribution within the …


Essays In Spatial And Regional Economics, Mohamed Shabani Kariburyo Jan 2021

Essays In Spatial And Regional Economics, Mohamed Shabani Kariburyo

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation consists of three essays in spatial and regional economics. In the first essay, high rates of chronic diseases and increasing nutritional polarization between different income groups in the United States are shown to be issues that should concern policymakers and public health officials. Spatial differences in access to food are evaluated as the cause of these nutritional inequalities. In this essay, hot and cold spots for food providers are determined throughout the state of West Virginia and then those places are used in a quasi-experimental method (entropy balancing) to study the effects of hot and cold spots on …


Identification Of Moving Bottlenecks In Production Systems, Funmilayo Mofoluwasola Adeyinka Jan 2021

Identification Of Moving Bottlenecks In Production Systems, Funmilayo Mofoluwasola Adeyinka

Graduate Theses, Dissertations, and Problem Reports (ETD)

Manufacturing sector have been plagued by bottlenecks from time immemorial, leading to loss of productivity and profitability, various research effort has been expended towards identifying and mitigating the effects of bottlenecks on production lines. However, traditional approaches often fail in identifying moving bottlenecks. The current data boom and giant strides made in the machine learning field proffers an alternative means of using the large volume of data generated by machines in identifying bottlenecks. In this study, a hierarchical agglomerative clustering algorithm is used in identifying potential groups of bottlenecks within a serial production line.

A serial production line with five …