Modeling, Reconstruction, And Trend Analysis Of Global Storm Surges Using A Data-Driven Approach,
2022
University of Central Florida
Modeling, Reconstruction, And Trend Analysis Of Global Storm Surges Using A Data-Driven Approach, Michael Getachew Tadesse
Electronic Theses and Dissertations, 2020-2023
Storm surge is the deadliest component of extreme sea levels with one of the highest global death tolls per event. Tide gauges are the primary sources for historical sea-level measurements from which storm surge data is extracted. However, tide gauges are unevenly distributed across the globe, and most records are short in length and have gaps; this creates a challenge to assess long-term trends and perform robust extreme value analysis. This dissertation introduces a data-driven storm surge modeling framework that trains statistical and machine learning models with atmospheric and oceanographic variables. Data-driven models (DDMs) are trained and validated for more …
Enhancing The Decision-Making Process For Public-Private Partnerships' Concession Agreements: Socio-Economic Sustainability Approaches,
2022
University of Central Florida
Enhancing The Decision-Making Process For Public-Private Partnerships' Concession Agreements: Socio-Economic Sustainability Approaches, Faisal Alghamdi
Electronic Theses and Dissertations, 2020-2023
Designing a concession for Public-Private Partnerships (PPP) agreements is a complicated process due to the number of variables that need to be considered. The PPP concession has many parameters and components, and a change in one component will considerably impact other components. Hence, the determination of the fair values of the concession components needs to be based on mutual benefits between the concession participants. The concession participants have different parts in the development of the concession; hence, they have different perspectives and goals. Therefore, the concession design needs to be constructed to balance the interests of the involved parties to …
Sustainability And Environmentally Friendly Methods To Travel Over Waterways,
2022
The University of Akron
Sustainability And Environmentally Friendly Methods To Travel Over Waterways, Kendall Kubus
Williams Honors College, Honors Research Projects
Throughout daily traveling, the main structures used are bridges and tunnels. Bridges are used as overpasses over valleys, canyons, and areas that require a large amount of dirt fill to bring the roadway up to the proper grade. Tunnels are underpasses through mountains, under city limits and waterways. The benefits of building a bridge structure is little preparation goes into earth-work and the transportation of aggregate materials. There is some time spent testing surrounding soil to determine the process that will need to occur for foundation preparations in bridge columns. Options for foundation include different types of drilled shafts, caissons, …
Analysis Of Road Use Maintenance Agreements (Rumas),
2022
The University of Akron
Analysis Of Road Use Maintenance Agreements (Rumas), Anna Cermak
Williams Honors College, Honors Research Projects
A Road Use Maintenance Agreement, also known as a RUMA, is an agreement made between a government entity and a business to put in place the set of rules that will guide the responsibilities of the business regarding the use of the entity's roads (Road use maintenance agreements RUMA, 2020). This specific type of road maintenance agreement is popularly used in the state of Ohio a the time. Most other states still operate on older ways of thinking, not capitalizing on the industry that in their area, therefore causing their road infrastructure and economies to suffer. A template agreement was …
Investigating The Mechanical Properties Of Frozen Soil Using Non-Destructive Seismic Wave Measurements,
2022
The University of Akron
Investigating The Mechanical Properties Of Frozen Soil Using Non-Destructive Seismic Wave Measurements, Sean Mach
Williams Honors College, Honors Research Projects
This proposed project will be dealing with investigating the mechanical properties of soil under frozen conditions. This will be done by an innovative non-destructive technology measuring the propagation of seismic waves through the frozen soils from multiple piezoelectric sensors. For the duration of this research, a freezing cell must be constructed to carry out the experimental testing. Multiple levels of saturation will be tested under the given freezing conditions. This should highlight the effect that the level of saturation will have on the propagation of seismic waves throughout the soil. Piezo-electric sensors will be placed in each layer of soil …
Building Services Engineering January/February 2022,
2022
Technological University Dublin
Building Services Engineering January/February 2022
Building Services Engineering
No abstract provided.
Stormwater Runoff Response Under Changing Climate And Land Uses Across Gradients Of Inland And Coastal Urban-Natural Basin,
2022
West Virginia Univeristy
Stormwater Runoff Response Under Changing Climate And Land Uses Across Gradients Of Inland And Coastal Urban-Natural Basin, Mahmood Khan
Graduate Theses, Dissertations, and Problem Reports (ETD)
Climatic variability has caused significant shifts in the magnitude, frequency and spatiotemporal distribution of precipitation, generating excessive runoff that leads to frequent occurrences of extreme hydrologic events such as the pluvial (rainfall accumulation) and fluvial (riverine) floods. The conversion of natural areas into urban lands is further exacerbating the rainfall accumulation by increasing surface imperviousness that hinders infiltration of water into the soil. This dissertation predicts and characterizes potential shifts in the future annual stormwater runoff
volumes and runoff extremes under the standalone and coupled changes in climate and land use across inland and coastal urban-natural settings. The research was …
Stormwater Sensitivities To The Climatic And Land Cover Drivers In A Heavily Urbanized Coastal Basin Along The Northern Gulf Of Mexico, Usa.,
2022
West Virginia University
Stormwater Sensitivities To The Climatic And Land Cover Drivers In A Heavily Urbanized Coastal Basin Along The Northern Gulf Of Mexico, Usa., Md Faisal Razy
Graduate Theses, Dissertations, and Problem Reports (ETD)
Stormwater runoff response in a complex coastal-urban basin varies with the changes in climatic and land cover drivers. This thesis aims to assess the runoff responses to variation in climatic and land cover variables and perform a sensitivity analysis in complex coastal-urban basins. The Buffalo San Jacinto Basin (BUSJ) of southeast Texas, USA was considered a pilot study area for this research. BUSJ is a heavily urbanized coastal basin, draining an area of 3132 km2 through the City of Houston, Texas into the northern Gulf of Mexico, USA. A process-based hydrological model was developed with fine spatio-temporal resolutions for …
Climatic And Land Cover Sensitivities Of Stormwater Runoff In A Coastal Natural-Urban Basin Of Texas, Usa.,
2022
West Virginia University
Climatic And Land Cover Sensitivities Of Stormwater Runoff In A Coastal Natural-Urban Basin Of Texas, Usa., Nusrat Nasrin Khan
Graduate Theses, Dissertations, and Problem Reports (ETD)
Changes in climatic and land use drivers typically drive stormwater runoff quantity and quality. This study focuses on determining the stormwater runoff sensitivities to variation in climatic and land cover changes in a coastal natural-urban basin. A mechanistic hydrologic model was developed for the Spring San Jacinto Basin (SSJB) of Texas, USA considering the basin as a pilot study area by using the U.S. Environmental Protection Agency (EPA)’s Storm Water Management Model 5.2. The SSJB drains an area of 1949 km2 ultimately into the northern Gulf of Mexico, USA through peripheral neighborhoods of the Greater Houston area. The model …
Expanding The Applicability Of Press-Brake-Formed Tub Girders Through The Extension Of The Maximum Span Length And The Evaluation Of Pier Continuity,
2022
West Virginia University
Expanding The Applicability Of Press-Brake-Formed Tub Girders Through The Extension Of The Maximum Span Length And The Evaluation Of Pier Continuity, Robert M. Tennant
Graduate Theses, Dissertations, and Problem Reports (ETD)
The Short Span Steel Bridge Alliance (SSSBA) is a group of bridge and buried soil steel structure industry leaders who provide educational information on the design and construction of short-span steel bridges in installations up to 140 feet in length. Within the SSSBA technical working group, a modular, shallow press-brake-formed tub girder (PBFTG) was developed to address the demand in the short-span steel bridge market for rapid infrastructure replacement solutions. PBFTGs consist of modular, shallow, trapezoidal boxes fabricated from cold-bent structural steel plate. A concrete deck, or other deck option, may be placed on the girder, and the modular unit …
Maximum Profit Facility Location And Dynamic Resource Allocation For Instant Delivery Logistics,
2022
Portland State University
Maximum Profit Facility Location And Dynamic Resource Allocation For Instant Delivery Logistics, Darshan Chauhan, Avinash Unnikrishnan, Stephen D. Boyles
Civil and Environmental Engineering Faculty Publications and Presentations
Increasing e-commerce activity, competition for shorter delivery times, and innovations in transportation technologies have pushed the industry toward instant delivery logistics. This paper studies a facility location and online demand allocation problem applicable to a logistics company expanding to offer instant delivery service using unmanned aerial vehicles or drones. The problem is decomposed into two stages. During the planning stage, the facilities are located, and product and battery capacity are allocated. During the operational stage, customers place orders dynamically and real-time demand allocation decisions are made. The paper explores a multi-armed bandit framework for maximizing the cumulative reward realized by …
Analysis Of Spatial Discrepancies Between 76-Foot Close Range Photogrammetric And Terrestrial-Lidar Models,
2022
Georgia Southern University
Analysis Of Spatial Discrepancies Between 76-Foot Close Range Photogrammetric And Terrestrial-Lidar Models, Abdoul K. Ouangre
College of Graduate Studies: Theses & Dissertations
This study presents an analysis of the accuracy of a 3D model generated by two different methods. In the first method, the 3D model is generated via Laser Scanning. In the second method, the 3D model is generated via Close-range Photogrammetry from a drone flying at 76 feet above the ground. Photogrammetry is a photo-based technique that uses images to generate 3D models of objects where distances could be extracted from. Close-range photogrammetry is the approach of generating a 3D model from a camera placed anywhere between 1 foot and 1000 feet relative to the object. Terrestrial LiDAR is the …
Strategies To Improve Shrinkage Resistance Of Cement-Based Materials For Extrusion-Based 3d Printing,
2022
Missouri University of Science and Technology
Strategies To Improve Shrinkage Resistance Of Cement-Based Materials For Extrusion-Based 3d Printing, Kavya Vallurupalli
Doctoral Dissertations
"The main objective of this study is to develop new generation of shrinkage-resistant 3D printable mortar mixtures. To this end, the research work was carried out to: i) identify key material and processing parameters that affect printability; ii) investigate the influence of water-to-cement ratio, superplasticizer dosage, and welan gum content on mortar printability; iii) propose a “printability window” where rheological properties and desorptivity can secure successful printing; iv) investigate effect of shrinkage mitigation materials (expansive agent (EA), pre-saturated lightweight sand (LWS), superabsorbent polymers (SAP), and shrinkage reducing admixture) on printability and shrinkage performance of mortar; and v) evaluate the effect …
Synergistic Effect Of Shrinkage Mitigating Strategies On Performance Of Fiber-Reinforced Cementitious Composites,
2022
Missouri University of Science and Technology
Synergistic Effect Of Shrinkage Mitigating Strategies On Performance Of Fiber-Reinforced Cementitious Composites, Kamran Aghaee
Doctoral Dissertations
"The advantages of using shrinkage mitigating strategies to reduce shrinkage and mitigate cracking of concrete is well documented. However, the benefits and drawbacks of employing multiple strategies have not been explored. The main objective of this study is to provide insights into the mechanisms of using multiple strategies to enhance shrinkage and cracking resistance to promote the properties of high-performance cementitious composites (HPC) designated for infrastructural construction, repair, and 3D printing applications. HPC mixtures were prepared with steel and synthetic macro and microfibers, expansive agent (EA), and shrinkage reducing admixture (SRA) coupled with various curing methods e.g., internal curing using …
Promoting Distributed Energy Deployment And Diffusion For Sustainable Civil Infrastructure Using Multi-Agent Based Modeling And Quantitative Analytics,
2022
Missouri University of Science and Technology
Promoting Distributed Energy Deployment And Diffusion For Sustainable Civil Infrastructure Using Multi-Agent Based Modeling And Quantitative Analytics, Gasser Ali
Doctoral Dissertations
"Distributed Solar Generation (DSG) using small-scale Photo-Voltaic (PV) is an evolving technology with increasingly growing market penetration due to its significant benefits to consumers and broader power systems. DSG is sustainable, provides reliability, and is cost-effective where solar energy is abundant. However, the increasingly growing adoption of DSG creates uncertainties in forecasting electric power demand and market behavior. It also causes concerns of a “utility death spiral”. To this end, the goal of this research is to critically analyze the diffusion and benefits of DSG in the electric power infrastructure as a complex System-of-Systems (SoS). Specifically, this dissertation addresses the …
การพัฒนาระบบการวางแผนและติดตามผนังคอนกรีตมวลเบาด้วยแนวคิดโมเดลข้อมูลสารสนเทศอาคาร,
2022
คณะวิศวกรรมศาสตร์
การพัฒนาระบบการวางแผนและติดตามผนังคอนกรีตมวลเบาด้วยแนวคิดโมเดลข้อมูลสารสนเทศอาคาร, กมลทิพย์ พรชัยธเนศกุล
Chulalongkorn University Theses and Dissertations (Chula ETD)
แผ่นผนังคอนกรีตมวลเบาถูกนำมาสร้างเพื่อใช้สำหรับการแบ่งพื้นที่ภายในอาคาร ซึ่งมีความรวดเร็วกว่าการก่อฉาบผนังอิฐแบบทั่วไป การวางแผนแผ่นผนังมักจะใช้การถอดปริมาณจากพื้นที่ผนังอาคารที่ต้องการติดตั้งเทียบกับพื้นที่ของแผ่นผนัง โดยความแม่นยำของการคำนวณจำนวนแผ่นผนังขึ้นอยู่กับความชำนาญของผู้วางแผนที่ส่งผลให้ปริมาณแผ่นผนังแตกต่างจากการใช้งานจริง และการติดตามสถานะแผ่นผนังในปัจจุบันเป็นเพียงการติดตามโดยประมาณเฉพาะพื้นที่ที่ดำเนินการแล้วเสร็จเทียบกับพื้นที่ทั้งหมดซึ่งระบุเป็นร้อยละ ดังนั้นการระบุสถานะและรายละเอียดแผ่นผนังในตำแหน่งต่างๆ ไม่สามารถทำได้อย่างตรงจุด บทความวิจัยนี้มีวัตถุประสงค์เพื่อนำเสนอระบบการวางแผนติดตั้งแผ่นผนังคอนกรีตมวลเบา เพื่อลดระยะเวลาในการวางแผนและเพิ่มความแม่นยำในการคำนวณจำนวนแผ่นผนัง รวมถึงพัฒนาเครื่องมือในการติดตามสถานะ เพื่อระบุตำแหน่งที่ติดตั้งและแก้ไขที่ชัดเจนของแผ่นผนัง โดยระบบที่พัฒนาประยุกต์ใช้แนวคิดโมเดลข้อมูลอาคารสารสนเทศสำหรับการเตรียมการติดตั้งแผ่นผนัง ซึ่งการพัฒนาระบบประกอบด้วยการกรองค่าโมเดลแผ่นผนังผ่าน Dynamo Code การวางแผ่นผนังในโมเดลอาคาร การแสดงผลข้อมูลผ่านโมเดลสามมิติ การเตรียมข้อมูลเพื่อสร้าง Tag ของแผ่นผนัง การกำหนดแผนระยะเวลาของการติดตั้งผ่าน Dynamo Player ซึ่งเป็นเครื่องมือสำหรับกรอกข้อมูล การติดตามสถานะผ่าน Google Form การสรุปข้อมูลติดตามผ่านโมเดลสามมิติและสเปรดชีต ผลการวิจัยจากกรณีศึกษาพบว่าระบบการวางแผนและติดตามแผ่นผนังสามารถวางแผนผนังตามช่วงผนังอาคารได้อย่างถูกต้องทั้งในกรณีของการวางแผ่นผนังขนาดเดียวกันและกรณีของการวางผสมผสานของแผ่นผนังที่มีขนาดแตกต่างกัน โดยการติดตามแผ่นผนังสามารถแสดงภาพให้เห็นได้ชัดเจนและรวดเร็วกว่าการวางแผนในรูปแบบเดิม รวมถึงสามารถระบุตำแหน่งและสถานะแผ่นผนังได้อย่างชัดเจนและถูกต้องตามตำแหน่งที่วางแผ่นผนัง
การศึกษาพฤติกรรมการรับแรงดัดของคานจากการใช้แบบด้วยการพิมพ์ 3 มิติ,
2022
คณะวิศวกรรมศาสตร์
การศึกษาพฤติกรรมการรับแรงดัดของคานจากการใช้แบบด้วยการพิมพ์ 3 มิติ, ณัฏฐา เวสสะภักดี
Chulalongkorn University Theses and Dissertations (Chula ETD)
ในปัจจุบันลักษณะการออกแบบทางด้านสถาปัตยกรรมมีความหลากหลายและซับซ้อนมากขึ้นทำให้งานก่อสร้างประสบปัญหาในการตั้งแบบหล่อชิ้นส่วนโครงสร้างต่าง ๆ เช่น คานโค้ง หรือคานรูปทรงอิสระ (Free-form beam) ซึ่งยากต่อการทำงาน แต่ด้วยเทคโนโลยีการพิมพ์ 3 มิติ ที่มีความสามารถในการพิมพ์รูปร่างหรือรูปทรงต่างๆของชิ้นงานได้อย่างอิสระโดยที่ไม่ต้องใช้ไม้แบบ จึงเป็นส่วนช่วยในการแก้ปัญหาข้างต้น ดังนั้นงานวิจัยนี้จึงมีจุดประสงค์เพื่อศึกษาพฤติกรรมการรับแรงดัดของคานคอนกรีตที่ใช้กรอบแบบจากการพิมพ์คอนกรีต 3 มิติ กรอบแบบดังกล่าวถูกพิมพ์ด้วยเทคโนโลยีการพิมพ์แบบระบบฉีดเส้นวัสดุ หรือ Fused Deposition Modeling (FDM) ซึ่งเป็นการพิมพ์ขึ้นรูปคอนกรีตซ้อนกันไปจนได้เป็นกรอบแบบ ในการวิจัยนี้ได้สร้างกรอบแบบที่มีความหนาของแต่ละชั้นการพิมพ์แตกต่าง 3 แบบ ได้แก่ ชั้นการพิมพ์ความหนา 15.0 มม. (BH1.50) 17.5 มม. (BH1.75) และ 20.0 มม. (BH2.00) แล้วจึงหล่อคานคอนกรีตภายในกรอบแบบนั้น จากนั้นคานตัวอย่างจะถูกพิจารณาคุณสมบัติด้านการรับกำลังแบบคานช่วงเดียว (Simple beam) และสังเกตลักษณะการวิบัติของคานที่เกิดขึ้น ผลการทดสอบจะถูกนำมาวิเคราะห์และเปรียบเทียบผลเพื่อหาความแตกต่างจากคานคอนกรีตเสริมเหล็กที่ใช้ไม้แบบตามปกติ (NB)
Surrogate-Assisted Machine Learning Method For Reliability-Based Continuum Topology Optimization,
2022
Faculty of Engineering
Surrogate-Assisted Machine Learning Method For Reliability-Based Continuum Topology Optimization, Thu Van Huynh
Chulalongkorn University Theses and Dissertations (Chula ETD)
This thesis proposes an efficient reliability-based topology optimization (RBTO) method that advantageously decouples cross-entropy (CE) method with Gaussian process regression (GPR) model, termed as CE-GPR. The method iteratively performs the bi-directional evolutionary structural optimization (BESO) with deterministic parameters based on the most probable point (MPP) underpinning limit-state functions iteratively updated by the active learning reliability evaluation process. The GPR model approximates the spectrum of LSFs under random parameters, and hence enables a low-cost CE method for failure probability approximation. The expected feasibility function (EFF) is maximized using the CLPSO to systematically refine the GPR model by adding new (intelligent) learning …
On A New Framework For Detecting, Classifying, And Forecasting Floods For Large-Scale Flood Risk Analysis,
2022
CUNY City College of New York
On A New Framework For Detecting, Classifying, And Forecasting Floods For Large-Scale Flood Risk Analysis, Equisha Glenn
Dissertations and Theses
Increasing trends in flooding events are projected to continue as climate changes have increased the chance of extreme weather events. Given the significant, damaging impacts of extreme floods, the ability to effectively model floods is crucial for risk management and mitigation of the impacts of these extreme flooding events. This dissertation presents a new framework for detecting and predicting large-scale flood risk in the United States using climate information. This methodology categorizes regional, simultaneous floods into an index that is used to forecast the risk of extreme flooding a season ahead. The index proposed herein, named the Spatial Flood Index …
A Citizen-Science Approach For Urban Flood Risk Analysis Using Data Science And Machine Learning,
2022
CUNY City College
A Citizen-Science Approach For Urban Flood Risk Analysis Using Data Science And Machine Learning, Candace Agonafir
Dissertations and Theses
Street flooding is problematic in urban areas, where impervious surfaces, such as concrete, brick, and asphalt prevail, impeding the infiltration of water into the ground. During rain events, water ponds and rise to levels that cause considerable economic damage and physical harm. The main goal of this dissertation is to develop novel approaches toward the comprehension of urban flood risk using data science techniques on crowd-sourced data. This is accomplished by developing a series of data-driven models to identify flood factors of significance and localized areas of flood vulnerability in New York City (NYC). First, the infrastructural (catch basin clogs, …
