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Resilience assessment and planning in power distribution systems: Past and future considerations

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2024)

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Resilience assessment and enhancement evaluation of power distribution systems subjected to ice storms

Guangyang Hou et al.

Summary: This paper proposes a probabilistic framework for assessing and evaluating the enhancements of the ice storm resilience of power distribution systems, with a focus on fragility modeling of power distribution components. The framework is able to assess the impact of ice storms on the resilience of power distribution systems and evaluate the cost-effectiveness of resilience enhancement strategies. The proposed framework is demonstrated with a power distribution network in Oklahoma.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2023)

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Article Green & Sustainable Science & Technology

An Integrated Situational Awareness Tool for Resilience-Driven Restoration With Sustainable Energy Resources

Chuan Qin et al.

Summary: Integrating sustainable energy resources alters the distribution grid into an active system with increased load and generation fluctuations. This study proposes a resilience-driven restoration scheme using an integrated situational awareness tool (ESAT) which incorporates kernelized Bayesian state-space inference (KBSI) with Markov Chain Monte Carlo (MCMC) and multiple optimization algorithms. ESAT includes BTM load/DER estimation and disaggregation, CLPU estimation, and network topology estimation with de-energized islands. The proposed scheme aims to establish informed restoration plans that prioritize high-priority loads and measure the effectiveness of ESAT-driven restoration using a resilience metric. The performance of ESAT is demonstrated using actual field datasets and validated using emulated real scenarios on a benchmark model.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2023)

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Article Energy & Fuels

Analyzing at-scale distribution grid response to extreme temperatures

Sarmad Hanif et al.

Summary: This paper presents a modeling and simulation platform for electric distribution grids that estimates overall power demand during extreme weather conditions. The effectiveness of the platform is demonstrated through estimation of electricity demand during the winter storm Uri in 2021 and hypothetical scenarios involving distributed energy resources, weatherization, and load electrification. Integration of distributed solar PV and storage improves local energy utilization and reduces potential unmet energy demand.

APPLIED ENERGY (2023)

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Article Green & Sustainable Science & Technology

Risk-Based Active Distribution System Planning for Resilience Against Extreme Weather Events

Abodh Poudyal et al.

Summary: Enhancing the resilience of power distribution systems to extreme weather events is critical. By upgrading the infrastructure and investing in smart grid technologies, grid resilience can be effectively enhanced.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2023)

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Article Green & Sustainable Science & Technology

An Integrated Situational Awareness Tool for Resilience-Driven Restoration With Sustainable Energy Resources

Chuan Qin et al.

Summary: This work proposes a resilience-driven restoration scheme using an integrated and enhanced situational awareness tool (ESAT) for estimating distributed generation and load, especially during outages caused by extreme events. ESAT consists of multiple algorithms to estimate distributed energy resources, load, and network topology. The proposed work provides solutions for establishing informed restoration schemes considering resilience criteria, and the performance of ESAT is demonstrated using actual field datasets.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2023)

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Risk-Based Active Distribution System Planning for Resilience Against Extreme Weather Events

Abodh Poudyal et al.

Summary: Enhancing the resilience of power distribution systems to extreme weather events through system hardening and smart grid technologies is crucial. Existing distribution system planning methods focus on persistent costs and reliability, while resilience requires considering the impacts of high impact low probability (HILP) events. This paper proposes a risk-based approach that explicitly models the impacts of HILP events and incorporates them in long-term planning decisions, providing flexibility for analyzing trade-offs between risk-neutral and risk-averse strategies.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2023)

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Self-Organizing Map-Based Resilience Quantification and Resilient Control of Distribution Systems Under Extreme Events

Kumar Utkarsh et al.

Summary: This paper presents a novel method based on self-organizing map to quantify the resilience of a system and enhance its resilience against extreme events through resource allocation and dispatch algorithm. The effectiveness of the proposed method is demonstrated through case studies on distribution systems.

IEEE TRANSACTIONS ON SMART GRID (2022)

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Integrating Transactive Energy Into Reliability Evaluation for a Self-Healing Distribution System With Microgrid

Jiaojiao Dong et al.

Summary: This study integrates transactive energy control and distribution system reliability evaluation to improve the contributions of non-utility owned DERs to grid reliability. By designing a transactive reactive power control strategy and an operational sequence, the reliability of the system is enhanced by coordinating with utility-owned assets. The reliability indices are calculated through Monte Carlo simulation.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2022)

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Enhancing distribution system resilience against extreme weather events: Concept review, algorithm summary, and future vision

Qingxin Shi et al.

Summary: This paper focuses on the resilience of distribution systems and its enhancement strategies. By reviewing previous studies, the paper presents the resources and mathematical models for enhancing resilience, and compares the objectives, models, variables, and solution algorithms of each study. Finally, the paper proposes the roadmap for resilient distribution systems and suggests future research directions.

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Profitability and investment risk of Texan power system winterization

Katharina Gruber et al.

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NATURE ENERGY (2022)

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Tropical cyclone-blackout-heatwave compound hazard resilience in a changing climate

Kairui Feng et al.

Summary: This study investigates the variation of TC-blackout-heatwave compound hazard risk in a changing climate using TC and heatwave projections and power outage and recovery process analysis. It is found that under high-emission scenario RCP8.5, long-duration heatwaves following strong TCs may increase dramatically. The study also reveals that a moderate enhancement of the power distribution network can significantly mitigate the compound hazard risk.

NATURE COMMUNICATIONS (2022)

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A systematic review on power system resilience from the perspective of generation, network, and load

Chong Wang et al.

Summary: Power systems are essential to modern society, but they face unprecedented challenges from high-impact, low-probability natural disasters. This paper systematically reviews power system resilience from four dimensions: impact analysis, impact quantification, resilience improvement, and future research directions.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2022)

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A Risk-Driven Probabilistic Approach to Quantify Resilience in Power Distribution Systems

Abodh Poudyal et al.

Summary: This paper proposes a resilience metric using parameters to define system attributes and performance, and demonstrates its effectiveness in a simulation-based framework. The metric can help system operators prioritize investments to enhance grid resilience.

2022 17TH INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS) (2022)

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Review Green & Sustainable Science & Technology

A review on resilience studies in active distribution systems

Dillip Kumar Mishra et al.

Summary: The world has been experiencing a series of natural disasters and man-made attacks, which have directly impacted electricity infrastructures and caused immense economic loss. To cope with high-impact, low-possibility events, a resilient infrastructure must be constructed. Recent research has focused on achieving resilience in the active distribution system, incorporating technologies such as micro and smart grids to enhance resilience before, during, and after extreme events.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2021)

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Extracting Resilience Metrics From Distribution Utility Data Using Outage and Restore Process Statistics

Nichelle'Le K. Carrington et al.

Summary: Resilience curves on electric distribution grids, which track outage accumulation and restoration during events, can always be decomposed into outage and restore processes. By characterizing the statistics of these processes using real utility data, formulas for resilience metrics can be derived to predict outcomes with confidence.

IEEE TRANSACTIONS ON POWER SYSTEMS (2021)

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Infrastructure resilience curves: Performance measures and summary metrics

Craig Poulin et al.

Summary: The research critically reviewed resilience curve performance measures and summary metrics to provide practitioners and researchers with a common vocabulary for improving the use of resilience curves. In addition to providing a taxonomy, it synthesized a framework for examining resilience analysis assumptions and made recommendations, including broader adoption of productivity measures.

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Quantitative analysis of power systems resilience: Standardization, categorizations, and challenges

A. Umunnakwe et al.

Summary: It is crucial to quantify the impact of extreme events on power system performance using resilience metrics, in order to effectively apply adaptive actions. However, challenges exist due to the lack of standardized frameworks and the vast variety of existing metrics. This paper provides a comprehensive review of standardized quantitative power system resilience metrics, aiming to address these challenges and guide future research towards less explored resilience requirements.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2021)

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Coordinated operation of water and electricity distribution networks with variable renewable energy and distribution locational marginal pricing

Lawryn Edmonds et al.

Summary: This paper investigates the coupling of water and electricity distribution networks and proposes a coordinated operational model. The results show that coordinating water and energy networks can reduce operating costs and improve distribution locational marginal prices. Water tanks as alternative storage devices can slightly reduce issues in electricity distribution networks with high VRE penetration.

RENEWABLE ENERGY (2021)

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Damage modeling framework for resilience hardening strategy for overhead power distribution systems

William Hughes et al.

Summary: The article discusses the necessity of enhancing the physical power distribution system and accurate damage predictions from extreme weather events. It proposes a damage modeling framework for evaluating grid reliability enhancements and highlights the importance of infrastructure age and pole replacement in improving power system resilience under extreme storm events. Additionally, various scenarios are presented for utility companies to analyze cost-effectiveness amidst uncertainties in economic parameters.

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Enriching Load Data Using Micro-PMUs and Smart Meters

Fankun Bu et al.

Summary: This paper proposes a method to enrich load data for service transformers with low-resolution smart meters by statistically recovering high-resolution load data using trained probabilistic models. The approach significantly enhances distribution system observability and situational awareness by decomposing known low-resolution load data into targeted high-resolution load data.

IEEE TRANSACTIONS ON SMART GRID (2021)

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Multi-Stage Multi-Zone Defender-Attacker-Defender Model for Optimal Resilience Strategy With Distribution Line Hardening and Energy Storage System Deployment

Haibo Zhang et al.

Summary: This study proposes an optimal strategy to enhance the resilience of distribution systems in natural disasters by using line hardening and energy storage systems. It establishes a multi-stage multi-zone DS line state set and formulates a defender-attacker-defender model to address random contingencies, efficiently solved using the C&CG algorithm.

IEEE TRANSACTIONS ON SMART GRID (2021)

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Sudhakar Sengan et al.

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A Novel Metric to Quantify and Enable Resilient Distribution System Using Graph Theory and Choquet Integral

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IEEE TRANSACTIONS ON SMART GRID (2018)

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A Three-Phase Microgrid Restoration Model Considering Unbalanced Operation of Distributed Generation

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IEEE TRANSACTIONS ON SMART GRID (2018)

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A Framework for Load Service Restoration Using Dynamic Change in Boundaries of Advanced Microgrids With Synchronous-Machine DGs

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IEEE TRANSACTIONS ON SMART GRID (2018)

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Multi-UAV Pre-Positioning and Routing for Power Network Damage Assessment

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IEEE TRANSACTIONS ON SMART GRID (2018)

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Resilience Enhancement Strategy for Distribution Systems Under Extreme Weather Events

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IEEE TRANSACTIONS ON SMART GRID (2018)

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Microgrids for Service Restoration to Critical Load in a Resilient Distribution System

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IEEE TRANSACTIONS ON SMART GRID (2018)

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Battery and backup generator sizing for a resilient microgrid under stochastic extreme events

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IET GENERATION TRANSMISSION & DISTRIBUTION (2018)

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Model for Real-Time Operations of Water Distribution Systems under Limited Electrical Power Availability with Consideration of Water Quality

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JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT (2018)

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SUSTAINABILITY (2018)

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Resilience Enhancement With Sequentially Proactive Operation Strategies

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IEEE TRANSACTIONS ON POWER SYSTEMS (2017)

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Integration of Preventive and Emergency Responses for Power Grid Resilience Enhancement

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IEEE TRANSACTIONS ON POWER SYSTEMS (2017)

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Integrated Planning of Electricity and Natural Gas Transportation Systems for Enhancing the Power Grid Resilience

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IEEE TRANSACTIONS ON POWER SYSTEMS (2017)

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Metrics and Quantification of Operational and Infrastructure Resilience in Power Systems

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IEEE TRANSACTIONS ON POWER SYSTEMS (2017)

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IET GENERATION TRANSMISSION & DISTRIBUTION (2017)

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PROCEEDINGS OF THE IEEE (2017)

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Demand-Side Resiliency and Electricity Continuity: Experiences and Lessons Learned in Japan

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PROCEEDINGS OF THE IEEE (2017)

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PROCEEDINGS OF THE IEEE (2017)

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PROCEEDINGS OF THE IEEE (2017)

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RELIABILITY ENGINEERING & SYSTEM SAFETY (2017)

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IEEE TRANSACTIONS ON SMART GRID (2017)

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ENERGY ECONOMICS (2017)

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ENERGIES (2016)

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IEEE POWER & ENERGY MAGAZINE (2016)

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IEEE TRANSACTIONS ON POWER SYSTEMS (2016)

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IEEE TRANSACTIONS ON RELIABILITY (2016)

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IET GENERATION TRANSMISSION & DISTRIBUTION (2016)

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NATURE CLIMATE CHANGE (2016)

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IEEE TRANSACTIONS ON SMART GRID (2016)

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IEEE TRANSACTIONS ON SMART GRID (2016)

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IEEE TRANSACTIONS ON SMART GRID (2016)

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IEEE TRANSACTIONS ON SMART GRID (2016)

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IEEE TRANSACTIONS ON SMART GRID (2016)

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IEEE ACCESS (2016)

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11TH INTERNATIONAL CONFERENCE OF THE INTERNATIONAL INSTITUTE FOR INFRASTRUCTURE RESILIENCE AND RECONSTRUCTION (I3R2): COMPLEX DISASTERS AND DISASTER RISK MANAGEMENT (2016)

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APPLIED ENERGY (2015)

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IEEE Power & Energy Magazine (2015)

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Japan's Pivot to Resilience: How Two Microgrids Fared After the 2011 Earthquake

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IEEE POWER & ENERGY MAGAZINE (2015)

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IEEE POWER & ENERGY MAGAZINE (2015)

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Self-Healing Resilient Distribution Systems Based on Sectionalization Into Microgrids

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IEEE TRANSACTIONS ON POWER SYSTEMS (2015)

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IEEE TRANSACTIONS ON SMART GRID (2015)

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IEEE TRANSACTIONS ON SMART GRID (2015)

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Proceedings Paper Behavioral Sciences

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6TH INTERNATIONAL CONFERENCE ON APPLIED HUMAN FACTORS AND ERGONOMICS (AHFE 2015) AND THE AFFILIATED CONFERENCES, AHFE 2015 (2015)

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ENERGY POLICY (2014)

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IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2014)

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2014 IEEE 38TH ANNUAL INTERNATIONAL COMPUTERS, SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC) (2014)

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IEEE TRANSACTIONS ON POWER SYSTEMS (2013)

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Article Geosciences, Multidisciplinary

A localized disaster-resilience index to assess coastal communities based on an analytic hierarchy process (AHP)

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INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (2013)

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Investment Planning for Electric Power Systems Under Terrorist Threat

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IEEE TRANSACTIONS ON POWER SYSTEMS (2012)

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Availability Evaluation of Micro-Grids for Resistant Power Supply During Natural Disasters

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IEEE TRANSACTIONS ON SMART GRID (2012)

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ANNUAL REVIEW OF ENVIRONMENT AND RESOURCES, VOL 36 (2011)

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ELECTRIC POWER COMPONENTS AND SYSTEMS (2011)

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Review Geology

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COMPUTATIONAL MANAGEMENT SCIENCE (2011)

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RISK ANALYSIS (2010)

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TRANSPORTATION RESEARCH PART B-METHODOLOGICAL (2010)

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Statistical forecasting of electric power restoration times in hurricanes and ice storms

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IEEE TRANSACTIONS ON POWER SYSTEMS (2007)

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Optimizing short-term natural gas supply portfolio for electric utility companies

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IEEE TRANSACTIONS ON POWER SYSTEMS (2007)

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A framework to quantitatively assess and enhance the seismic resilience of communities

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EARTHQUAKE SPECTRA (2003)

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Field results for a distribution circuit state estimator implementation

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IEEE TRANSACTIONS ON POWER DELIVERY (2000)

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