Digital Commons Network^™

Feasibility Of A Co-Designed And Personalised Intervention To Improve Vegetable Intake In Rural-Dwelling Young Adults, Katherine Mary Livingstone, Jonathan C. Rawstorn, Stephanie R. Partridge, Yuxin Zhang, Eric O, Stephanie L. Godrich, Sarah A. Mcnaughton, Gilly A. Hendrie, Kathleen M. Dullaghan, Gavin Abbott, Lauren C. Blekkenhorst, Ralph Maddison, Scott Barnett, John C. Mathers, Laura Alston

Research outputs 2022 to 2026

Background: This study determined the feasibility, acceptability, engagement and efficacy of a co-designed and personalised digital intervention to increase vegetable intake (Veg4Me) in young (18-to-35 years) rural-dwelling Australian adults. Methods: Participants living in rural Australia were recruited via local government networks and social media and randomised to receive 12-weeks’ access to personalised (intervention) or non-personalised (control) versions of the free Veg4Me web application. The intervention included: (1) personalised recipes, (2) geo-located food environment map, (3) healthy eating resources, (4) goal-setting portal, and (5) personalised e-newsletters. The primary outcome was feasibility (recruitment, participation, and retention rate). Secondary outcomes were user engagement, …

Impacts Of Dredging And Restoration On Sedimentary Carbon Stocks In Seagrass Meadows Of Pari Island, Indonesia, Yusmiana P. Rahayu, Gary A. Kendrick, Pere Masqué, Wawan Kiswara, Hadiwijaya L. Salim, Ali A. Lubis, Mathew A. Vanderklift

Research outputs 2022 to 2026

The effects of dredging and restoration on carbon sequestration in seagrass sediments is not well understood. Our knowledge is derived from few studies conducted in areas affected by dredging or restoration, the majority of which are from temperate regions. There is limited information available for tropical regions, where seagrass sediments can differ greatly in species composition, geomorphology, and hydrodynamic conditions. This study aims to assess the effects of dredging and seagrass restoration on sediment organic carbon concentrations and stocks at Pari Island, Indonesia. The results indicated that sediment organic carbon concentrations (%Corg) were higher in persistent seagrass meadows than in …

Optimization Of Size And Siting Of Distributed Generation In Unbalanced Distribution Systems: A Literature Review, Pema Dorji, Stefan Lachowicz, Octavian Bass

Research outputs 2022 to 2026

Renewable energy sources (RES) are essential for meeting the rising global electricity demand while reducing greenhouse gas emissions from conventional generation. As traditional systems approach capacity saturation, the integration of RES into power grids becomes increasingly vital. However, the intermittent and variable nature of RES introduces significant technical, economic, and operational challenges. This review focuses on the optimal planning and integration of distributed generation in unbalanced distribution systems, which more accurately reflect real-world power network conditions. Emphasis is placed on siting and sizing strategies aimed at enhancing voltage stability, minimizing power losses, and reducing system costs and emissions. The review …

Practical Recommendations On Stretching Exercise: A Delphi Consensus Statement Of International Research Experts, Konstantin Warneke, Ewan Thomas, Anthony J. Blazevich, José Afonso, David G. Behm, Paulo H. Marchetti, Gabriel S. Trajano, Masatoshi Nakamura, Francisco Ayala, Stefano Longo, Nicolas Babault, Sandro R. Freitas, Pablo B. Costa, Andreas Konrad, Antoine Nordez, Arnold Nelson, Astrid Zech, Anthony D. Kay, Olyvia Donti, Jan Wilke

Research outputs 2022 to 2026

Background: Stretching has wide appeal, but there seems to exist some mismatch between its purported applications and what the evidence shows. There is compelling evidence for some stretching applications, but for others, the evidence seems heterogeneous or unsupportive. The discrepancies even affect some systematic reviews, possibly due to heterogeneous eligibility criteria and search strategies. This consensus paper seeks to unify the divergent findings on stretching and its implications for both athletic performance and clinical practices by delivering evidence-based recommendations. Methods: A panel of 20 experts with a blend of practical experience and scholarly knowledge was assembled. The panel meticulously reviewed …

Soil Organic Carbon Depth Profiles And Centennial And Millennial Decay Rates In Tidal Marsh, Mangrove And Seagrass Blue Carbon Ecosystems, Nerea Piñeiro-Juncal, Miguel Ángel Mateo, Carmen Leiva-Dueñas, Eduard Serrano, Karina Inostroza, Montserrat Soler, Eugenia T. Apostolaki, Paul Lavery, Carlos M. Duarte, Anna Lafratta, Oscar Serrano

Research outputs 2022 to 2026

The management of coastal blue carbon ecosystems can contribute to mitigate anthropogenic greenhouse gas emissions. However, limited information on soil organic carbon (OC) decay rates in tidal marsh, mangrove, and seagrass soils hinders their inclusion in climate strategies and carbon-crediting schemes. Here, we analyzed downcore OC trends in 3761 soil cores from blue carbon ecosystems worldwide. A decrease in OC content with soil depth was measured in 63% of the cores, whereas stable and increasing trends were observed in 22% and 15% of the cores, respectively. Based on 85 profiles where OC decay could be modelled, the OC decay rate …

The First Year Of Assisted Dying In New Zealand Through The Lens Of Healthcare Professionals Not Directly Involved In The Process, Waqas Arshad, Aida Dehkhoda, Melissa Carey, David B. Menkes, Nicholas Hoeh, Frederick Sundram, Rosemary Frey, Gary Cheung

Research outputs 2022 to 2026

Background: New Zealand’s End of Life Choice Act 2019 was enacted in 2021, allowing terminally ill people experiencing unbearable suffering to request assisted dying if they are expected to die within six months. Healthcare professionals not directly involved in assisted dying provision may have unique perspectives on implementation, yet this remains under-explored. Methods: This qualitative study was conducted between June and November 2022. We used purposive and snowball sampling to recruit potential participants through various sources, including the Ministry of Health’s assisted dying training and communication email list. A multidisciplinary research team developed a semi-structured interview guide. The individual interviews …

The Effects Of Acute And Chronic Exercise On Lipocalin-2 In Middle-Aged And Older Adults: A Randomized Control Trial, Carlie Bauer, Marc Sim, Cassandra Smith, Rhiannon Healy, Andrew Garnham, Navabeh Zare-Kookandeh, Elizabeth Byrnes, Mary N. Woessner, Joshua R. Lewis, Itamar Levinger

Research outputs 2022 to 2026

Objective Chronically elevated circulating lipocalin-2 (LCN2) levels are implicated in poor energy regulation, increased cardio-metabolic disease risk, and poor physical function. Exercise is known to improve these factors, but whether LCN2 is modifiable by exercise is not clear. We examined the effect of acute and chronic exercise on LCN2 levels and whether this relates to glucose regulation, body composition, and physical function. Design and methods Thirty-three middle-aged and older adults (45–84 years, median body mass index 26.21 kg/m²) completed an acute high-intensity interval exercise session (HIIE). Participants were randomized to 4 weeks of high-intensity interval training (HIIT) or …

Source-Specific Nitrate Intake And Incident Dementia In The Danish Diet, Cancer And Health Study, Catherine P. Bondonno, Pratik Pokharel, Dorit Wielandt Erichsen, Liezhou Zhong, Jörg Schullehner, Cecilie Kyrø, Kirsten Frederiksen, Peter Fjeldstad Hendriksen, Frederik Dalgaard, Lauren C. Blekkenhorst, Stephanie R. Rainey-Smith, Samantha L. Gardener, Torben Sigsgaard, Ole Raaschou-Nielsen, Anne Tjønneland, Jonathan M. Hodgson, Christina C. Dahm, Anja Olsen, Nicola P. Bondonno

Research outputs 2022 to 2026

Introduction: Dietary nitrate, through conversion to nitric oxide, which supports vascular and nervous system function, may lower dementia risk but may also form neurodegenerative N-nitrosamines, depending on the nitrate source. Methods: We investigated associations between source-specific nitrate and nitrite intake and incident and early-onset dementia (< 65 years) in 54,804 dementia-free participants from the Danish Diet, Cancer and Health Cohort Study over ∼27 years. Nitrate and nitrite intakes were derived from food frequency questionnaires and nitrate and nitrite databases. Results: Higher plant-sourced nitrate intake was non-linearly associated with lower rates of incident dementia (fifth vs first quintile hazard ratio 95% confidence interval: 0.90 [0.83, 0.98]), while increased risk was seen for higher intakes of animal-sourced, additive-permitted meat-sourced, and tap water-sourced nitrate. Similar associations were seen for source-specific nitrite intake and were more pronounced for early-onset dementia. No clear effect modification was observed. Discussion: These findings highlight the importance of nitrate source in dementia risk and warrant further investigation. Highlights: Plant nitrate is associated with a lower risk of incident and early-onset dementia. Animal and tap water nitrate are associated with an increased risk of dementia. Encouraging consumption of plant-based nitrate sources may lower risk of dementia.

Up From The Archive: On Stigma, Resilience And Chosen Families. Hassan Khalil Thinks With Bernard Gardiner 2018, Hassan Khalil

Research outputs 2022 to 2026

This paper reflects upon Bernard Gardiner's qualitative study of the lived experiences of older gay people living with human immunodeficiency virus (PLHIV) in regional Queensland. The study explores how advancements in the biomedical field have extended the life expectancy of PLHIV, allowing this group to navigate through persistent challenges both psychosocial and structural. Central to Gardiner's study is the exploration of stigma, trauma and financial challenges. The core strength of the study is its participant-led narrative which offered valuable insight into complex lived experiences of ageing PLHIV. Gardiner's findings remain relevant in the contemporary and current context, highlighting the need …

What Is Known About Asthma Care And Management For Children And Young People Under 18 Years Of Age In New Zealand. A Scoping Review, J. Blamires, M. Foster, B. Kanengoni-Nyatara

Research outputs 2022 to 2026

Introduction: Asthma is the most common chronic health condition affecting children in Aotearoa New Zealand, with Māori and Pacific children disproportionately burdened by high morbidity and inequitable care. Despite clinical guidelines and growing research, inconsistencies in diagnosis, treatment adherence, and education persist. This scoping review identifies and maps literature on care models, service delivery, education and support strategies, and experiences of children, young people, and their family/whānau in asthma care and management for those under 18 in Aotearoa New Zealand. Methods: This scoping review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-analyses Extension for Scoping …

Comparison Of Respiratory Responses To Exercise Under Different Heat-Stressful Environments Between Oral Contraceptive And Naturally Menstruating Ovulating Female Athletes, Nanako Hayashi, Toby Mündel, Tze Huan Lei, Claire Badenhorst

Research outputs 2022 to 2026

The present study conducted a secondary analysis of previous data (Lei et al., 2017, 2019) to compare exercise-induced respiratory responses under heat stress between the early follicular (EF)/ quasi -EF and mid-luteal (ML)/ quasi -ML phases in naturally menstruating and oral contraceptive pill (OCP)-using female athletes. Additionally, the study aimed to examine the associations between respiratory responses, thermoregulation, and hormonal profiles within each group. Sixteen endurance-trained female athletes participated: eight with a natural menstrual cycle (NM group) and eight using OCP (OCP group). Each participant completed four trials, comprising fixed-intensity cycling (at 125 and 150 W) followed by a 30-min …

Effects Of Exercise Or Diet Or Combined Interventions On Treatment Efficacy Of Chemotherapy For Cancer: A Systematic Review, Cristina Crespo-Garcia, Francesco Bettariga, Dennis R. Taaffe, Carolyn J. Peddle-Mcintyre, John P. Campbell, Emily Jeffery, Anna Maria Markarian, Anita Borsati, Alice Avancini, Sara Pilotto, Daniel A. Galvao, Robert U. Newton

Research outputs 2022 to 2026

Purpose of Review: While exercise and dietary interventions in patients with cancer undergoing chemotherapy have been demonstrated to be safe and feasible and improve patient-reported outcomes, the effects on treatment efficacy have not been widely examined and remain unclear. This review aimed to examine the effects of exercise, dietary, and combined interventions on tumour response and time-to-event outcomes in patients with cancer undergoing chemotherapy. Recent Findings: A systematic review of intervention studies was conducted based on PRISMA guidelines Databases searched were PubMed, Medline, CINAHL, Embase, and Web of Science. Methodological quality and risk of bias were assessed using the RoB2 …

Exercise Medicine As Adjunct Therapy During Radiation For Cancer Of The Prostate To Improve Treatment Efficacy – Protocol For The Eradicate Study: A Phase Ii Randomised Controlled Trial, Oliver Schumacher, Robert U. Newton, Colin Tang, Raphael Chee, Sjoerd B. Vos, Ronny S. Low, David Joseph, Dennis R. Taaffe, Daniel A. Galvão

Research outputs 2022 to 2026

Background: Tumour hypoxia resulting from inadequate perfusion is common in many solid tumours, including prostate cancer, and constitutes a major limiting factor in radiation therapy that contributes to treatment resistance. Emerging research in preclinical animal models indicates that exercise has the potential to enhance the efficacy of cancer treatment by modulating tumour perfusion and reducing hypoxia; however, evidence from randomised controlled trials is currently lacking. The ‘Exercise medicine as adjunct therapy during RADIation for CAncer of the prostaTE’ (ERADICATE) study is designed to investigate the impact of exercise on treatment response, tumour physiology, and adverse effects of treatment in prostate …

The Significant Impact Of Hot Isostatic Pressing On The Corrosion Behavior Of Ti-6al-4v Alloy Prepared By Electron Beam Powder Bed Fusion, Hongyu Zheng, Yun Bai, Wentao Hou, Zirong Zhai, Lai Chang Zhang, Shujun Li, Rui Yang

Research outputs 2022 to 2026

This work investigated the effect of hot isostatic pressing (HIP) on the corrosion behavior of Ti-6Al-4V samples prepared by electron beam powder bed fusion (EB-PBF). After the HIP treatment, the TiO2 content decreased but the growth rate of passivation films increased, leading to increase in internal defect density, thereby degrading the corrosion resistance. Amongst the different factors impacted by HIP including pore defects, β-phase, texture and morphology of α-phase, the morphology of α-phase played a dominant role in determining the corrosion performance of EB-PBF processed alloy.

Health Outcomes Of Sarcopenia: A Consensus Report By The Outcome Working Group Of The Global Leadership Initiative In Sarcopenia (Glis), Charlotte Beaudart, Julian Alcazar, Ivan Aprahamian, John A. Batsis, Yosuke Yamada, Carla M. Prado, Jean Yves Reginster, Dolores Sanchez-Rodriguez, Wee Shiong Lim, Marc Sim, Stephan Von Haehling, Jean Woo, Gustavo Duque

Research outputs 2022 to 2026

The Global Leadership Initiative in Sarcopenia (GLIS) aims to standardize the definition and diagnostic criteria for sarcopenia into one unifying, common classification. Among other actions to achieve this objective, the GLIS has organized three different working groups (WGs), with the WG on outcomes of sarcopenia focusing on reporting its health outcomes to be measured in clinical practice once a diagnosis has been established. This includes sarcopenia definitions that better predict health outcomes, the preferred tools for measuring these outcomes, and the cutoffs defining normal and abnormal values. The present article synthesizes discussions and conclusions from this WG, composed of 13 …

State Of Stroke Rehabilitation In Australia: A Who Stars Assessment To Identify Strengths And Gaps Across Policy, Practice And Funding, Lauren J. Christie, Erin Godecke, Maddison Smith, Katharine Scrivener, Kelvin Hill, Joosup Kim, Maria Crotty, Dominique A. Cadilhac, Angela Dos Santos, Natasha A. Lannin

Research outputs 2022 to 2026

Purpose of Review: Rehabilitation following stroke is a complex series of assistive and catalytic interventions enabling a survivor to recover and adapt to their stroke. To achieve adaptation, rehabilitation should supplement healthcare across the continuum, however comprehensive evidence on the provision of stroke rehabilitation in Australia is lacking. The aim of this paper was to describe stroke rehabilitation provision, collecting data using the World Health Organisation (WHO) template for rehabilitation information collection (TRIC). Data were analysed descriptively to complete the Systematic Assessment of Rehabilitation Situation (STARS) assessment. Recent Findings: Challenges include inadequacies in reporting and poor data integration between state- …

Performance Study Of A Woody Downdraft Gasifier: Numerical Investigation And Experimental Validation, Md Sanowar Hossain, Showmitro Bhowmik, Mujahidul Islam Riad, Md Golam Kibria, Barun K. Das, Sanjay Paul

Research outputs 2022 to 2026

Biomass gasification is an established and widely utilized renewable energy system. The research work aims to develop and construct a downdraft gasifier to investigate gasifier performance. The gasifier’s performance and cold gas efficiency were calculated for three volumetric airflow rates: 7.16 m3/h, 5.97 m3/h, and 4.78 m3/h. The efficiency was found maximum of 69.6% for an airflow rate of 7.16 m3/h. The oxidation zone and neck region of the gasifier reactor had the maximum recorded temperatures of 845 °C and 823 °C for Swietenia macrophylla (SM) and Mangifera indica (MI), respectively. A two-dimensional computational fluid dynamics (CFD) model for a …

Adverse Experiences, Protective Factors, And Obesity In Latinx And Hispanic Youths, Victoria Goldman, Sevan Esaian, Miguel Ángel Rivas Fernández, Jonatan Ottino Gonzalez, Nicole Karcher, Jeffrey I Gold, Alaina P Vidmar, Shana Adise

2020-Current year OA Pubs

IMPORTANCE: Pediatric obesity rates are rising, and adverse childhood experiences (ACEs) may contribute by promoting stress-induced weight gain. Few studies have examined the association of ACEs with body mass index (BMI) and youth-reported protective factors, particularly among Latinx and Hispanic youths, who face higher rates of ACEs and obesity.

OBJECTIVE: To evaluate the association of ACEs with BMI in a population-based cohort and determine whether youth-reported protective factors (eg, self-coping skills, caregiver or friend support, or overall support) moderate this association, with a focus on Latinx and Hispanic youths.

DESIGN, SETTING, AND PARTICIPANTS: This large, cross-sectional study of youths aged …

Metabolic Screening In Veterans On Antipsychotics Mood Stabilizer, Joy Nneka Eke

Walden Dissertations and Doctoral Studies

Summary This Doctor of Nursing Practice project was conducted to examine a quality improvement initiative that sought to address metabolic syndrome screening consistency for veterans on antipsychotic medications at a U.S. Department of Veterans Affairs health system located in the Midwest region of the United States. The project centered on whether the quality improvement program assessing compliance with the current metabolic syndrome screening process reflects increased early detection of metabolic syndrome to prevent cardiovascular complications. Data collection involved comprehensive chart reviews of 50 veterans’ records. The data collected were analyzed using a specially designed quality improvement initiative assessment form developed …

Pet Ownership And Health-Related Quality Of Life Among Middle-Aged Adults, Kristi Martin

Walden Dissertations and Doctoral Studies

Pet ownership continues to be part of modern society in the United States. Researchers have explored pet ownership’s impact on chronic diseases and aging populations, but research on health-related quality of life is limited. Grounded in the socioecological model, this quantitative study analyzed data from the 2005-2006 National Health and Nutrition Examination Survey (N = 10,348) to investigate the impact of pet ownership on health-related quality of life among low-income adults aged 30-50 years. Chi-square tests were performed to analyze the associations between age, income, gender, and race with three health-related quality of life metrics. Results showed no statistically significant …

Identifying Common Characteristics Among Female Serial Killers And The Role Of Early Childhood Abuse, Jill Marie Raichel

Walden Dissertations and Doctoral Studies

Approximately 17% of known serial killers in the United States are women, and often their crimes go undetected for years accruing a higher number of victims than their male counterparts. The purpose of this study was to identify common characteristics of female serial killers (FSKs). A multidisciplinary, holistic and developmental approach was used to guide the identification of common characteristics based on theories by Erik Erikson and Carol Gilligan as well as feminist theory. Case studies of 15 FSKs were randomly selected for participation from a list of over 100 known FSKs documented in the Radford Serial Killer database. Common …

The Lived Experiences Of Clinicians Who Treat Black Males Who Have Experienced Intimate Partner Violence, Gifty A. Acheampong

Walden Dissertations and Doctoral Studies

Intimate partner violence (IPV) is a global issue that negatively affects humanity. The harmful effects of IPV often result in lifelong consequences for victims. Researchers have consistently identified women and children as the primary victims of IPV, although men can also be affected. The social stigma around men seeking formal help as victims is that they must endure physical, emotional, financial, sexual, and psychological abuse in intimate relationships. Because psychological abuse is the most common form experienced by male IPV victims, there is a higher prevalence of IPV within the Black community. However, research on help-seeking behaviors among Black men …

Motivation And Productivity Of Female Employees In China With Scoliosis Pain, Shauna-Kay Reeves

Walden Dissertations and Doctoral Studies

A scoliosis diagnosis can impact an individual’s work performance, particularly if there is a lack of proper ergonomics or workplace accommodations that might lead to increased pain and discomfort. Organizational leaders must understand this impact as an indicator of employee motivation and productivity. The purpose of this qualitative, interpretative phenomenological analysis was to explore the lived experience of female employees in China with scoliosis pain and its impact on their motivation and productivity. The theoretical foundations used in this study were the job demands-resources model and the self-determination theory. The participants consisted of eight female employees with scoliosis pain working …

Effective Change Management Strategies For Minimizing Financial Impact And Operational Disruption, Nhung K. Tran

Walden Dissertations and Doctoral Studies

Ineffective organizational change strategies represent a persistent challenge for organizations undergoing transitions. Business leaders who must maintain operational stability and safeguard financial performance during periods of change need effective strategies to support successful implementation. Grounded in an 8-step change model, organizational information processing, and stakeholder theories, the purpose of this qualitative pragmatic inquiry research project was to identify effective change management strategies used by business leaders to minimize financial loss and operational disruptions during transitions. The participants were eleven leaders from nonprofit, higher education, corporate, faith-based, agriculture, and military sectors who had effective change management strategies. Data were collected through …

Coaching Hero: An Investigation Of Psychological Capital In Black Women Entrepreneurs, Deana Diana Kennedy

Walden Dissertations and Doctoral Studies

The disparity of psychological capital (PsyCap) among diverse cultures and genders in the entrepreneurial area weakens access to the economic and social resources required to develop and sustain entrepreneurial ventures. Black women entrepreneurs continue to lag behind their counterparts in other ethnicities in generating revenue from entrepreneurial efforts, hindering U.S. business maturity. The purpose of this qualitative, constructivist grounded theory study was to explore how coaching facilitates the development of PsyCap among Black women entrepreneurs and the perceived socioeconomic barriers that influence this development. The social cognitive theory and a positive psychology conceptual framework grounded this study. The participants comprised …

The Hunga Volcanic Eruption Atmospheric Impacts Report, Simon Carn

Michigan Tech Publications

No abstract provided.

Piezoelectric Energy Harvesting From Roadways: Challenges, Advances, And Future Directions, Heba Gaber, Mohamed Abdelraheem

Faculty Publications

As the global demand for renewable energy intensifies, piezoelectric energy harvesting from roadways has emerged as a promising avenue for sustainable power generation. This systematic literature review analyzes 61 peer-reviewed studies to assess the feasibility, performance, and potential of integrating piezoelectric systems into roadway infrastructure. While technology faces challenges, such as high installation costs, limited energy output, and a scarcity of thorough economic evaluations, findings suggest it holds considerable promise as a supplementary renewable energy source. The review analyzes the operational characteristics and efficiencies of various piezoelectric transducers, identifies key factors influencing system performance, and evaluates recent technological advances. It …

The People’S Medicine: Modern Perspectives On Folk Medicine In South Central Appalachia, Stacey M. Horton

Electronic Theses and Dissertations

The study addresses the critical need to document Appalachian folk medicine conventions and cultural practices from a modern perspective. In so doing, it addresses folk medicine research gaps in understudied places in South Central Appalachia, particularly in Southwestern Virginia and Northeast Tennessee. This research utilizes participant observation and oral history interviews to research modern Appalachian folk medicine practices among a select group of practitioners. Interviews focused on individuals who center their professional careers and subsequent lifestyles around herbalism, foraging, folk medicine, ethnobotany, and botanicals. By utilizing a critical praxis framework, the study seeks to move beyond lists of symptoms and …

Educator Perceptions Of Mindfulness Education In Rural Elementary Schools In Tennessee, Mary C. Shepherd-Mcgown

Electronic Theses and Dissertations

The purpose of this phenomenological study was to examine educator perceptions of mindfulness instruction and the alignment of school policies in rural elementary schools in Tennessee. Despite growing interest in mindfulness in education, few studies have investigated how these practices are experienced and implemented within under-resourced, rural contexts.

Guided by Bandura’s Social Learning Theory (SLT) and framed conceptually by the Whole-School Mindfulness (WSM) model, the study explored how social, organizational, and policy factors influence the adoption of mindfulness practices. SLT provided a theoretical lens for understanding how educator behaviors are shaped through observation, modeling, and reinforcement, while the WSM framework …

Stochastic Functional Data-Driven Models For Real-Time Battery Health Forecasting Under Dynamic Operating Conditions, Joshua Owusu

Electronic Theses and Dissertations

This thesis provides an effective statistical model to predict the real-time state of lithium-ion batteries for reliable Battery Management Systems (BMS). It highlights battery data (voltage, current, temperature) as smooth functional curves. The principal method demonstrates diminishing trends to health outcomes like State of Health (SoH) and Remaining Useful Life (RUL) by employing Functional Principal Component Analysis (FPCA) and Bayesian Functional Linear Models (FLMs). The primary objective is to figure out how uncertain forecasts are. Simulations demonstrate that the highest accuracy (lowest MSE) is achieved through low noise levels along with large sample sizes. The final system provides a highly …