CFD-Based Probabilistic Framework for Evaluation of Coastal Residential Buildings Under Combined Hurricane Wind and Surge Flood

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Book Synopsis CFD-Based Probabilistic Framework for Evaluation of Coastal Residential Buildings Under Combined Hurricane Wind and Surge Flood by : Mehrshad Amini

Download or read book CFD-Based Probabilistic Framework for Evaluation of Coastal Residential Buildings Under Combined Hurricane Wind and Surge Flood written by Mehrshad Amini and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Coastal residential buildings are vulnerable to significant damage due to hurricane related hazards such as storm surge, wind loads, and inundation. Recent damage to residential buildings caused by hurricanes in coastal areas illustrates poor performance of coastal structures against hurricane related hazards, which indicates that recent standards and building code provisions need to be improved in terms of loading and design requirements. A fundamental problem with current standards is that most follow the deterministic approach to some extent. For instance, both uncertainties regarding flood hazards and building structure characteristics such as elevation, number of stories, and size have not been considered in current flood risk assessment methods, which causes many concerns in terms of validity and reliability. On the other hand, Performance-Based Engineering (PBE) methodology is a well-known design approach to address inherent uncertainties for assessing and mitigating the risk associated with engineering structures. However, with only limited PBE frameworks in hurricane engineering fields proposed during recent years, there is lack of sufficient understanding of different aspects for development of standards needed for hurricane resistant design and retrofit of residential buildings. Furthermore, given the concurrent multi-hazard nature of hurricanes, designers need to address more complex loading conditions and design decisions. Based on the performance of coastal residential buildings in past hurricanes, elevating the lowest floor above the expected Base Flood Elevation (BFE) has been found to be the most effective strategy to reduce direct damage caused by flood and storm surge. However, elevated buildings can be exposed to different levels of wind loads due to unique aerodynamic characteristics, which leads to the need for more stringent design of structural and foundation systems. In addition, past hurricanes have shown that the actual flood levels can be several feet higher than the BFE, which means even pile-elevated houses may still be vulnerable to damage. Therefore, some communities encourage homeowners to add freeboard to the specific BFE in order to mitigate the risk of damage. The amount of freeboard depends on many factors, for which there is no rational approach for building owners and designers to make the most efficient decision. This study proposes a probabilistic framework in order to investigate the combined interaction of hurricane wind and coastal surge flood on typical residential homes upgraded based on various retrofit strategies. The goal of developing such a framework is to contribute to holistic and quantitative approach in evaluating the potential damage to retrofitted, particularly elevated coastal residential buildings. This proposed probabilistic framework consists of four main modules, namely hazard analysis, structural analysis, damage assessment, and loss measurement. A literature review was carried out to evaluate the performance of coastal residential buildings with respect to direct and indirect damage. The result of the literature review on mitigation techniques are discussed according to hurricane wind and flood-related hazards. Identification and quantification of these hurricane-associated hazards is the first step to understanding the behavior of residential buildings and identifying common failure mechanisms and mitigation techniques. The Computational Fluid Dynamic (CFD) analysis was performed to obtain realistic loading scenarios (wind and wave effects) and corresponding engineering demand parameters, respectively. A comprehensive parametric analysis was conducted to understand the effect of various factors, including wind angle, wave type (regular and irregular waves), building elevation, and pier distribution on wind- and wave-induced loads on elevated coastal residential buildings. The CFD models were validated based on available data in terms of wind and wave loadings separately due to lack of current laboratory experiments. The resistance capacities and statistical characteristics for various building components under positive and negative pressures were obtained from experimental tests available in the literature review. The procedure relies on the Monte Carlo Simulation (MCS) to propagate uncertainties through the CFD analysis. Finally, damage assessment and vulnerability analysis were conducted based on selected failure criteria (e.g., HAZUS database) to develop physics-based fragility curves based on four different damage states, and finally obtain loss curves in terms of the building elevation for the selected residential building. A typical wood-frame residential building was selected for the case study to develop the fragility curves for four damage states and the corresponding loss curve based on HAZUS-MH. The building was assumed to be located in the Bolivar Peninsula, where it was heavily impacted by Hurricane Ike as a Category 2 storm. The fragility curves and loss curve were developed for two different scenarios: the building with 8d and 6d common nails used for the connection of roof and floor sheathings. These loss curves predict the expected damage ratio of the building due to combined effects of wind and waves considering the specific house elevation, which can help design professionals and home builders in order to select a reasonable freeboard above the base flood elevation determined based on a probabilistic approach rather than available deterministic methods. This framework can also be utilized in risk assessment and decision analysis of other types of structures against various environmental hazards.

PROBABILITY-BASED HURRICANE RESILIENCE EVALUATION AND RETROFITTING FOR RESIDENTIAL COMMUNITY

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (113 download)

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Book Synopsis PROBABILITY-BASED HURRICANE RESILIENCE EVALUATION AND RETROFITTING FOR RESIDENTIAL COMMUNITY by :

Download or read book PROBABILITY-BASED HURRICANE RESILIENCE EVALUATION AND RETROFITTING FOR RESIDENTIAL COMMUNITY written by and published by . This book was released on 2016 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract : Wood residential construction is vulnerable to hurricanes, as evident in recent hurricane events. Many studies indicated that the changing climate may very likely alter hurricane patterns, which could lead to more severe hurricane damage to the wood residential construction that accounts for 90% of the residence in the USA. On the other hand, deterioration of material increases the chance of structural failure by reducing the structural capacity (e.g., corrosion of fasteners in roof panel could significantly reduce the withdrawal capacity of the roofing structure during hurricane events). Currently, most hurricane damage estimations only focus on direct loss (e.g., structural loss). Under this context, hurricane damage to wood residential construction could be underestimated. Other than just evaluating direct monetary loss, this research evaluates indirect, social disruption, and environmental losses of wood residential construction subjected to hurricane events considering a changing climate. This dissertation proposes a framework to evaluate hurricane resilience of residential community, which has been recognized a more comprehensive risk-based measure for risk assessment. The advantages of applying hurricane resilience framework include: 1) the incorporation of community recovery time modelling from hurricane events, 2) the ability to integrate all the key input from traditional risk assessment framework into a simple probabilistic expression, 3) a more accurate criterion to be used in the planning stage for designer and decision maker. The proposed framework consists of hurricane fragility analysis, reliability analysis, loss evaluation (i.e., direct, indirect, social disruption, and environmental losses), recovery time model, and potential impacts on hurricane hazard patterns from a changing climate. Sources of uncertainties in the framework include: 1) structural capacity uncertainty (e.g., changes in roof-panel-resistance-side due to effects of corrosion on metal fasteners), 2) load uncertainty (e.g., hurricane wind characteristics, hurricane simulations), 3) uncertainty in loss estimation, 4) recovery time modeling uncertainty, and 5) uncertainty from climate change.

Coastal Flooding Storm Surge Model: Methodology

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ISBN 13 :
Total Pages : 154 pages
Book Rating : 4.:/5 (359 download)

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Book Synopsis Coastal Flooding Storm Surge Model: Methodology by :

Download or read book Coastal Flooding Storm Surge Model: Methodology written by and published by . This book was released on 1981 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Assessment of Storm Surge Modeling

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ISBN 13 :
Total Pages : 52 pages
Book Rating : 4.:/5 (327 download)

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Book Synopsis An Assessment of Storm Surge Modeling by :

Download or read book An Assessment of Storm Surge Modeling written by and published by . This book was released on 1980 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Evaluation of Numerical Storm Surge Models

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Publisher :
ISBN 13 :
Total Pages : 96 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Evaluation of Numerical Storm Surge Models by : United States. Army. Corps of Engineers. Committee on Tidal Hydraulics

Download or read book Evaluation of Numerical Storm Surge Models written by United States. Army. Corps of Engineers. Committee on Tidal Hydraulics and published by . This book was released on 1980 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mitigation Assessment Team Report; Hurricane Ike in Texas and Louisiana - Building Performance Observations, Recommendations, and Technical Guidance

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Publisher : FEMA
ISBN 13 :
Total Pages : 438 pages
Book Rating : 4./5 ( download)

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Book Synopsis Mitigation Assessment Team Report; Hurricane Ike in Texas and Louisiana - Building Performance Observations, Recommendations, and Technical Guidance by :

Download or read book Mitigation Assessment Team Report; Hurricane Ike in Texas and Louisiana - Building Performance Observations, Recommendations, and Technical Guidance written by and published by FEMA. This book was released on with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Open-coast Mathematical Storm Surge Model with Coastal Flooding for Louisiana

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ISBN 13 :
Total Pages : 188 pages
Book Rating : 4.3/5 (126 download)

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Book Synopsis An Open-coast Mathematical Storm Surge Model with Coastal Flooding for Louisiana by : John J. Wanstrath

Download or read book An Open-coast Mathematical Storm Surge Model with Coastal Flooding for Louisiana written by John J. Wanstrath and published by . This book was released on 1978 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Probabilistic Coastal Flood Forecasting

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (877 download)

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Book Synopsis Probabilistic Coastal Flood Forecasting by :

Download or read book Probabilistic Coastal Flood Forecasting written by and published by . This book was released on 2009 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Catastrophic Coastal Storms

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Publisher : Duke Press Policy Studies
ISBN 13 :
Total Pages : 296 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Catastrophic Coastal Storms by : David R. Godschalk

Download or read book Catastrophic Coastal Storms written by David R. Godschalk and published by Duke Press Policy Studies. This book was released on 1989 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: As people cluster on the coast in increasing numbers, coastal populations become more vulnerable to severe damage from catastrophic coastal storms. The authors contented that current public policy has proved unable to cope with the growing problem, and in response they present a comprehensive analysis of coastal storm hazards, standard policy approaches, and promising new means of managing coastal growth. Catastrophic Coastal Storms offers a solution to the policy problem by proposing a merger of hazard mitigation with development management, basing this on extensive surveys of at-risk coastal locations and case studies of post-hurricane recovery. Starting with the local level of government and proceeding to state and federal levels, the authors propose a strategy for overcoming the formidable obstacles to safeguarding the shoreline population and its structures from hurricanes and other severe storms.

Storm Surge Measurements and Computations for Hurricane David

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Publisher :
ISBN 13 :
Total Pages : 84 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Storm Surge Measurements and Computations for Hurricane David by : Gary Lanier Howell

Download or read book Storm Surge Measurements and Computations for Hurricane David written by Gary Lanier Howell and published by . This book was released on 1982 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt:

ADCIRC

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Publisher :
ISBN 13 :
Total Pages : 316 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis ADCIRC by :

Download or read book ADCIRC written by and published by . This book was released on 1994 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Coastal Flooding Hurricane Storm Surge Model

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Publisher :
ISBN 13 :
Total Pages : 358 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Coastal Flooding Hurricane Storm Surge Model by :

Download or read book Coastal Flooding Hurricane Storm Surge Model written by and published by . This book was released on 1988 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Development of a Regional Wind Risk Assessment Framework for Wood-frame Single-family Residential Building Stock

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ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (138 download)

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Book Synopsis Development of a Regional Wind Risk Assessment Framework for Wood-frame Single-family Residential Building Stock by : Shuochuan Meng

Download or read book Development of a Regional Wind Risk Assessment Framework for Wood-frame Single-family Residential Building Stock written by Shuochuan Meng and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past few decades, residential buildings along the coastal areas of the United States have suffered enormous structural damage and economic losses due to hurricane strikes. The significant variations in the building characteristics of residential buildings lead to distinctive building-level vulnerabilities under extreme winds. Therefore, an accurate representation of the building inventory is critical for quantifying regional hurricane risk. In this dissertation, a regional wind risk assessment framework is developed to evaluate hurricane-induced structural damage and economic losses for residential communities. Unlike existing loss models that represent the building stock by archetype models with limited variations in building characteristics, the proposed framework applies site-specific risk assessments on every house in the region of interest based on parcel-based building inventories. A sensitivity analysis is conducted to investigate the effects of different building features on building vulnerability to identify the most critical features and explore the means of simplifying the building modeling process. To apply site-specific damage assessments at regional level, an automatic building modeling workflow is integrated into the framework, which is supported by property-specific characteristics extracted through machine learning-aided data collection approaches. The framework is applied to residential communities in New Hanover County, North Carolina. Through site-specific risk assessments on 1,746 realistic building models, the overall variance in building-level damage and loss results among single-family houses is evaluated. The damage results reveal significant differences in wind vulnerability due to variations in architectural features. Furthermore, a comparative study shows that the aggregated regional loss calculated based on refined building models is substantially higher than that derived from building archetypes used in existing regional loss models. The building inventory generation and building modeling modules integrated into the framework largely reduce the inherent uncertainties of hurricane risk prediction. The high-resolution damage and loss results produced by the framework offer insights into local risk conditions, which facilitate the improvement of hazard risk mitigation and post-disaster management strategies.

Hurricane Mitigation for the Built Environment

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Publisher : CRC Press
ISBN 13 : 1498715001
Total Pages : 296 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Hurricane Mitigation for the Built Environment by : Ricardo A. Alvarez

Download or read book Hurricane Mitigation for the Built Environment written by Ricardo A. Alvarez and published by CRC Press. This book was released on 2015-11-24 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Alvarez drives home the point that for buildings and communities located in hurricane-prone regions, it is not a question of whether the area will be impacted, but when it will be impacted. The book makes a strong case for taking responsibility to understand the vulnerabilities of buildings and structures to hurricane impacts." Timothy Reinhold, P

Predicting the Vulnerability of Typical Residential Buildings to Hurricane Damage

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (568 download)

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Book Synopsis Predicting the Vulnerability of Typical Residential Buildings to Hurricane Damage by : Anne D. Cope

Download or read book Predicting the Vulnerability of Typical Residential Buildings to Hurricane Damage written by Anne D. Cope and published by . This book was released on 2004 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The core of this model is a Monte Carlo Simulation engine that generates damage information for typical Florida homes, using a component approach. The simulation compares deterministic wind loads, and the probabilistic capacity of vulnerable building components to resist these loads, to determine the probability of damage. In this manner, probabilistic structural damage is identified over a range of assigned wind speeds. Monetary loss associated with structural damage and the likelihood of occurrence for discrete wind speeds will be determined by models under development by other groups in the project.

Hurricane Resistant Construction Manual

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ISBN 13 : 9781410108838
Total Pages : 156 pages
Book Rating : 4.1/5 (88 download)

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Book Synopsis Hurricane Resistant Construction Manual by : Southern Building Code Congress International

Download or read book Hurricane Resistant Construction Manual written by Southern Building Code Congress International and published by . This book was released on 2005 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: The properties along the American Coast are one of the mast sought after properties in the United States. People are swarming to buy or build on beach property on the Atlantic Gulf and Pacific Coast. The increase in population and building has created many problems. Beaches are getting smaller and building density is increasing. This increasing density increases the changes for large developed areas to be in the path of a hurricane and the larger the developed area, the greater the potential for property lose and deaths.Both coastal development will continue and hurricanes be spawned and make landfall. If we are to minimize property lose along our coast, we must construct buildings that will resist the water and wind forces in hurricanes.The purpose of this manual is to provide design and construction, details and technique for improving coastal construction.

StormSim-CHRPS: Coastal Hazards Rapid Prediction System

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ISBN 13 :
Total Pages : 6 pages
Book Rating : 4.:/5 (119 download)

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Book Synopsis StormSim-CHRPS: Coastal Hazards Rapid Prediction System by : Marissa J. Torres

Download or read book StormSim-CHRPS: Coastal Hazards Rapid Prediction System written by Marissa J. Torres and published by . This book was released on 2020 with total page 6 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in high-performance computing and numerical modeling have resulted in the development of high-fidelity storm surge and wave simulation models that produce accurate and detailed representation of physical (hydrodynamic) processes that can support high-accuracy forecasting applications. Unfortunately, the computational demand of these high-fidelity models makes practical application for real-time emergency management and operations challenging. However, metamodeling of storm response has matured to the point of application and has the advantage of extremely fast simulation with only minor degradation of accuracy. The StormSim Coastal Hazards Rapid Prediction System (StormSim-CHRPS) performs rapid prediction of coastal storm hazards, including real-time hurricane-induced flooding and risk assessment. Its enhanced computational efficiency was developed using a machine learning method called Gaussian process metamodeling (GPM). As a result, StormSim-CHRPS predictions preserve the accuracy of the high-fidelity hydrodynamic numerical models archived and distributed through the Coastal Hazards System (CHS). A hurricane parametrization approach employed in coastal hazard studies, known as the joint probability method (JPM), provides the input to the GPM. Possible GPM outputs include a wide range of coastal hazards, including storm surge, wave height, period, and direction, currents, wind, and rainfall. The implementation of GPM allows StormSim-CHRPS to efficiently and accurately predict the response of a hurricane ensemble in a matter of a few seconds and tens of thousands of different hurricane scenarios in a few minutes, within a probabilistic rapid prediction framework, making it an ideal technology for real-time hazard prediction and long-term risk assessment applications.