A probabilistic framework for post-disaster recovery modeling of buildings and electric power networks in developing countries

Article Engineering, Industrial

Community structure recovery optimization for partial disruption, functionality, and restoration in interdependent networks*

Yasser Almoghathawi et al.

Summary: This paper addresses the restoration of interdependent networks from a community structures perspective, and develops an optimization model to enhance the resilience of infrastructure networks.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2023)

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Article Engineering, Industrial

Resilience modeling and pre-hazard mitigation planning of transportation network to support post-earthquake emergency medical response

Yangyang Wu et al.

Summary: Earthquakes can lead to disruptions in traffic networks, power outages, dislocation of trips, and injuries. In order to transport injured individuals to hospitals in a timely manner and avoid congestion, it is crucial to have redundant routes in the transportation network. This study focuses on improving system resilience by integrating emergency response and mitigation planning to support emergency medical response. A new methodology is developed to quantify the resilience of transportation networks, and the feasibility of a resilience-based pre-hazard mitigation strategy is investigated. The proposed framework is demonstrated in Shelby County, Tennessee.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2023)

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Article Geosciences, Multidisciplinary

Physics-based simulations of multiple natural hazards for risk-sensitive planning and decision making in expanding urban regions

Luke T. Jenkins et al.

Summary: Rapid urban expansion is increasing exposure to natural hazards, worsened by climate change. Physics-based models can provide improved understanding of site-specific hazard scenarios, aiding decision makers in considering the consequences of their decisions on future risks.

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (2023)

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Article Geosciences, Multidisciplinary

Investing in disaster preparedness and effective recovery of school physical infrastructure

Eyitayo A. Opabola et al.

Summary: This paper highlights the importance of investing in resilient school infrastructure for post-disaster recovery and presents evidence-based recommendations for Central Sulawesi, Indonesia, a region still recovering from a major earthquake, tsunami, and liquefaction event in 2018.

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (2023)

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Article Engineering, Industrial

Mathematical modeling of interdependent infrastructure: An object-oriented approach for generalized network-system analysis

Neetesh Sharma et al.

Summary: This paper introduces a new mathematical formulation that models infrastructure as a set of generalized flow network objects and simulates interdependencies among infrastructure using dynamic interfaces. The formulation can also model bilateral and looped interdependencies, providing guidelines for selecting boundaries and resolutions.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2022)

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Article Engineering, Industrial

Seismic resilience assessment of urban interdependent lifeline networks

Yuanhao Xiao et al.

Summary: This study presents a framework and method for assessing the resilience of lifeline networks, with a proposed performance response function for interdependent lifelines. Results showed that recovery resource and budget had various effects on resilience, providing a quick reference for optimal decision-making in various scenarios under seismic disasters.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2022)

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Article Multidisciplinary Sciences

Recovery coupling in multilayer networks

Michael M. Danziger et al.

Summary: The increased complexity of infrastructure systems has resulted in critical interdependencies between multiple networks, where failures in one system can lead to a cascade of failures in other systems. The recovery process of a system often requires resources from other networks, causing documented interdependencies induced by the recovery process. Recovery coupling, capturing the dependence of the recovery of one system on the instantaneous functional state of another system, slows down the recovery process if the supporting networks are not functional.

NATURE COMMUNICATIONS (2022)

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Article Engineering, Civil

A framework for operationalizing the assessment of post-earthquake functional recovery of buildings

Dustin T. Cook et al.

Summary: This study proposes a method to assess post-earthquake building performance and reoccupancy, aiming to reduce vulnerability and facilitate recovery. The method maps component damage states to building performance states through fault tree analysis and estimates the time needed for repairs using a repair scheduling algorithm.

EARTHQUAKE SPECTRA (2022)

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Article Engineering, Industrial

Predicting road blockage due to building damage following earthquakes

Yun-Chi Yu et al.

Summary: Transportation infrastructure plays a crucial role in supporting communities' social and economic activities. This paper proposes a probabilistic model, calibrated using data from the 2010 Haiti Earthquake, to predict road blockage probability. The model considers factors such as building types, damage level, and road characteristics, and can be applied to urban areas without relying on historical earthquake data.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2022)

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Article Geosciences, Multidisciplinary

Multicriteria decision making for selecting an optimal survey approach for large building portfolios

Eyitayo A. Opabola et al.

Summary: This study proposes a multi-criteria decision-making method for selecting a suitable survey approach to gather reliable exposure information for multi-hazard risk assessment of large buildings and infrastructure portfolios. The results of the empirical study demonstrate that the proposed method can effectively assist decision-makers in pre-and post-disaster risk modeling and management/reduction.

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (2022)

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Article Engineering, Industrial

Resilience model and recovery strategy of transportation network based on travel OD-grid analysis

Xing Pan et al.

Summary: This paper proposes a transportation resilience model based on real data and investigates the optimization of recovery strategies using this model. Through the modeling framework, a new performance metric, and comparison of two resilience assessment models, the effectiveness of the recovery strategies is demonstrated.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2022)

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Review Engineering, Civil

Virtual Testbeds for Community Resilience Analysis: State-of-the-Art Review, Consensus Study, and Recommendations

S. Amin Enderami et al.

Summary: This paper discusses the importance and challenges of using virtual testbeds in community resilience research. Through surveys and literature reviews, it is found that testbeds should have both a hazard module and a community module, and the paper also discusses the development tools, challenges, and future research directions of testbeds.

NATURAL HAZARDS REVIEW (2022)

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Article Public Administration

Causes of Problems in Post-Disaster Emergency Re-Construction Projects-Iraq as a Case Study

Rasha A. Waheeb et al.

Summary: This study examines the causes of time delays and cost overruns in thirty post-disaster reconstruction projects in Iraq, identifying key delay factors such as contractor failure, redesigning of designs/plans and change orders, security issues, selection of low-price bids, weather factors, and owner failures. It offers unique insights into factors that need to be considered when implementing projects for post disaster emergency reconstruction in areas impacted by wars and terrorism.

PUBLIC WORKS MANAGEMENT & POLICY (2022)

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Article Engineering, Geological

Development of a fragility and vulnerability model for global seismic risk analyses

Luis Martins et al.

Summary: The study developed an analytical fragility and vulnerability model covering the most common building classes globally, with nearly five hundred functions developed to cover various combinations of construction material, height, lateral load resisting system, and seismic design level. Fragility and vulnerability were determined through nonlinear time-history analyses and validated through various tests.

BULLETIN OF EARTHQUAKE ENGINEERING (2021)

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Article Engineering, Civil

Framework for modelling post-earthquake functional recovery of buildings

Vesna Terzic et al.

Summary: Earthquakes are devastating natural disasters with destructive consequences. To alleviate the effects, a probabilistic building-level framework has been proposed in this study for modeling and evaluating the recovery process. The framework consists of three integrated models that can assess post-earthquake functionality, mobilization time, and repair time, in line with the PBEE methodology.

ENGINEERING STRUCTURES (2021)

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Article Engineering, Industrial

Resilience-based Recovery Scheduling of Transportation Network in Mixed Traffic Environment: A Deep-Ensemble-Assisted Active Learning Approach

Qiling Zou et al.

Summary: This study develops a bilevel decision-making framework for the resilience-based recovery scheduling of transportation networks in a mixed traffic environment with connected and autonomous vehicles (CAVs) and human-driven vehicles (HDVs). The framework includes a lower level quantification of network functionality over time and an upper level novel deep-ensemble-assisted active learning approach. The research results can assist decision makers in better quantifying the network functionality to support effective recovery scheduling of transportation networks under different mixed traffic scenarios.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2021)

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Article Engineering, Civil

Seismic fragility of structural and non-structural elements of Nepali RC buildings

Dipendra Gautam et al.

Summary: This study presents seismic fragility functions of reinforced concrete buildings affected by the 2015 Gorkha Earthquake in Nepal. The results show that even buildings constructed after implementation of Nepal Building Code pose significant risk of damage, with beam-column connections being the most fragile structural components. Non-structural components like infill walls and parapet walls are more fragile than structural components, posing safety threat to occupants and disrupting functional use of the buildings.

ENGINEERING STRUCTURES (2021)

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Article Geosciences, Multidisciplinary

The road to recovery: Understanding the challenges affecting school reconstruction in rural Nepal following the 2015 Gorkha earthquake

Louise Westoby et al.

Summary: The study identified six key challenges facing school reconstruction projects in Nepal, with accessibility and transportation being reported as the greatest challenge. Good practices such as providing training or transporting materials outside of the monsoon season can reduce timescales and budgets, and improve the quality of reconstruction efforts.

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (2021)

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Article Geosciences, Multidisciplinary

Financial assessment of incremental seismic retrofitting of Nepali stone-masonry buildings

Nicola Giordano et al.

Summary: Despite being located on the Main Himalayan Thrust, Nepal's building stock is mainly made up of highly vulnerable non-engineered unreinforced masonry buildings. Retrofitting investment is considered high but financially advantageous, with reduced earthquake-induced losses outweighing upfront costs. This incremental approach allows for flexibility in effective risk management actions at regional and national scales.

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (2021)

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Article Engineering, Civil

Evaluation of seismic performance of as-built and retrofitted reinforced concrete frame structures with LAP splice deficiencies

Eyitayo A. Opabola et al.

Summary: This study developed practical hinge models using experimental data to simulate the inelastic hysteretic response of concrete beam-column components. The results suggest that local retrofitting of the columns can significantly enhance the seismic performance of buildings.

EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS (2021)

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Article Geosciences, Multidisciplinary

Quantitative modeling of residential building disaster recovery and effects of pre- and post-event policies

Wanting (Lisa) Wang et al.

Summary: This study proposes a methodology based on multi-layer Monte Carlo simulation to model a two-stage recovery process for residential buildings, considering delay in repairs and functional downtime due to repairs. By investigating a series of policies, it aims to enhance community resilience planning through better understanding of collective communitywide impacts of these policies.

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (2021)

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Article Engineering, Civil

Spatial correlations of ground motion for non-ergodic seismic hazard analysis

Nicolas M. Kuehn et al.

EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS (2020)

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Article Engineering, Industrial

Probabilistic framework to evaluate the resilience of engineering systems using Bayesian and dynamic Bayesian networks

Omar Kammouh et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2020)

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Article Engineering, Civil

Validation of Time-Dependent Repair Recovery of the Building Stock Following the 2011 Joplin Tornado

Mohammad Aghababaei et al.

NATURAL HAZARDS REVIEW (2020)

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Article Engineering, Industrial

Recovery-based seismic resilience enhancement strategies of water distribution networks

Wei Liu et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2020)

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Article Engineering, Industrial

Resilience-based transportation network recovery strategy during emergency recovery phase under uncertainty

Zhaolong Li et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2019)

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Article Engineering, Civil

Ground-motion intensity measure correlations observed in Italian strong-motion records

Chen Huang et al.

EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS (2019)

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Article Engineering, Civil

Modeling spatially correlated spectral accelerations at multiple periods using principal component analysis and geostatistics

Maryia Markhvida et al.

EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS (2018)

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Article Engineering, Industrial

Post-disaster infrastructure recovery: Prediction of recovery rate using historical data

A. Barabadi et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2018)

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Article Engineering, Industrial

Modeling the damage and recovery of interdependent critical infrastructure systems from natural hazards

He Xian et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2018)

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Article Geosciences, Multidisciplinary

Challenges for reconstruction after Mw7.8 Gorkha earthquake: a study on a devastated area of Nepal

Keshab Sharma et al.

GEOMATICS NATURAL HAZARDS & RISK (2018)

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Article Engineering, Civil

Probabilistic multi-scale modeling of interdependencies between critical infrastructure systems for resilience

Chloe Johansen et al.

SUSTAINABLE AND RESILIENT INFRASTRUCTURE (2018)

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Article Engineering, Civil

Stochastic post-disaster functionality recovery of community building portfolios I: Modeling

Peihui Lin et al.

STRUCTURAL SAFETY (2017)

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Article Engineering, Civil

Stochastic post-disaster functionality recovery of community building portfolios II: Application

Peihui Lin et al.

STRUCTURAL SAFETY (2017)

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Article Engineering, Civil

Development of a Fragility Model for the Residential Building Stock in South America

Mabe Villar-Vega et al.

EARTHQUAKE SPECTRA (2017)

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Article Construction & Building Technology

Efficient Resilience Assessment Framework for Electric Power Systems Affected by Hurricane Events

Akwasi F. Mensah et al.

JOURNAL OF STRUCTURAL ENGINEERING (2016)

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Article Construction & Building Technology

Efficient Resilience Assessment Framework for Electric Power Systems Affected by Hurricane Events

Akwasi F. Mensah et al.

JOURNAL OF STRUCTURAL ENGINEERING (2016)

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Article Engineering, Civil

Selection of Ground Motion Prediction Equations for the Global Earthquake Model

Jonathan P. Stewart et al.

EARTHQUAKE SPECTRA (2015)

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Article Engineering, Civil

NGA-West2 Ground Motion Model for the Average Horizontal Components of PGA, PGV, and 5% Damped Linear Acceleration Response Spectra

Kenneth W. Campbell et al.

EARTHQUAKE SPECTRA (2014)

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Article Engineering, Civil

Multi-dimensional hurricane resilience assessment of electric power systems

Min Ouyang et al.

STRUCTURAL SAFETY (2014)

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Article Regional & Urban Planning

Inequities in Long-Term Housing Recovery After Disasters

Walter Gillis Peacock et al.

JOURNAL OF THE AMERICAN PLANNING ASSOCIATION (2014)

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Article Construction & Building Technology

Effects of the application of activity calendars on the distribution of project duration in PERT networks

Miklos Hajdu

AUTOMATION IN CONSTRUCTION (2013)

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Article Engineering, Civil

Quantification of Lifeline System Interdependencies after the 27 February 2010 Mw 8.8 Offshore Manic, Chile, Earthquake

Leonardo Duenas-Osorio et al.

EARTHQUAKE SPECTRA (2012)

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Article Area Studies

Governance in Sri Lanka: Lessons from Post-Tsunami Rebuilding

Ramanie Samaratunge et al.

SOUTH ASIA-JOURNAL OF SOUTH ASIAN STUDIES (2012)

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Article Engineering, Industrial

Maintainability analysis considering time-dependent and time-independent covariates

Abbas Barabadi et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2011)

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Article Management

PERMANENT HOUSING PRODUCTION PROCESS AFTER 17 AUGUST 1999 MARMARA EARTHQUAKE IN TURKEY

Nilufer Tas et al.

INTERNATIONAL JOURNAL OF STRATEGIC PROPERTY MANAGEMENT (2011)

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Article Engineering, Civil

Framework for analytical quantification of disaster resilience

Gian Paolo Cimellaro et al.

ENGINEERING STRUCTURES (2010)

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Article Engineering, Industrial

An approach for prediction of petroleum production facility performance considering Arctic influence factors

Xueli Gao et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2010)

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Article Geosciences, Multidisciplinary

A surge response function approach to coastal hazard assessment - part 1: basic concepts

Donald T. Resio et al.

NATURAL HAZARDS (2009)

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Article Engineering, Civil

Improved seismic fragility modeling from empirical data

Daniel Straub et al.

STRUCTURAL SAFETY (2008)

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Article Engineering, Civil

Seismic performance of electric transmission network under component failures

M. Shinozuka et al.

EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS (2007)

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Article Engineering, Civil

Seismic response of critical interdependent networks

Leonardo Duenas-Osorio et al.

EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS (2007)

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Article Development Studies

Truths and myths about community participation in post-disaster housing projects

Colin H. Davidson et al.

HABITAT INTERNATIONAL (2007)

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Article Engineering, Civil

Post-earthquake restoration planning for Los Angeles electric power

Zehra Cagnan et al.

EARTHQUAKE SPECTRA (2006)

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Article Engineering, Civil

Measuring improvements in the disaster resilience of communities

SE Chang et al.

EARTHQUAKE SPECTRA (2004)

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Article Engineering, Civil

On the December 26, 2003, southeastern Iran earthquake in Bam region

M Ahmadizadeh et al.

ENGINEERING STRUCTURES (2004)

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Article Environmental Studies

Linking infrastructure and urban economy: simulation of water-disruption impacts in earthquakes

SE Chang et al.

ENVIRONMENT AND PLANNING B-PLANNING & DESIGN (2002)

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A probabilistic framework for post-disaster recovery modeling of buildings and electric power networks in developing countries

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