The Resilience Of Networked Infrastructure Systems

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The Resilience of Networked Infrastructure Systems

Author : Mayada Omer
Publisher : World Scientific
ISBN 13 : 9814452831
Total Pages : 236 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis The Resilience of Networked Infrastructure Systems by : Mayada Omer

Download or read book The Resilience of Networked Infrastructure Systems written by Mayada Omer and published by World Scientific. This book was released on 2013-07-23 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume elaborates on both the qualitative and quantitative aspects of resilience. Reviewing the literature exploring the concept of resilience in engineering, it discusses resilience in terms of the various definitions used, the methodologies proposed to characterize resilience, and the metrics put forward to quantify the resilience of specific service infrastructure systems. The review also identifies the key factors that contribute to organizational resilience. The concept of resilience is compared to other system properties such as reliability, robustness, flexibility and agility, by taking into consideration what systems are prepared against (types of failure), the causes of failure in systems (uncertainty), and how systems react to overcome failure (level of adaptability). A review is also provided of several resilience-enabling schemes, which improve resilience by reducing vulnerability and increasing adaptive capacity. The book puts forward a new framework, the Networked Infrastructure Resilience Assessment (NIRA) framework, through which the resilience of systems can be measured by assessing the impact of disruptions on key performance measures. By applying the framework to various case studies, the book demonstrates the ability of the proposed framework to assess resilience across a wide variety of networked infrastructure systems. The case studies probe the resilience of the following critical infrastructure systems in the face of specific disruptive events: telecommunication, transportation, maritime transportation and organizational networks. This text is intended for all levels of academia — from undergraduate through to research level — as well as professionals and decision-makers involved in the development, analysis and evaluation of infrastructure systems. Contents:IntroductionLiterature ReviewRelationship Between Reliability, Robustness, Flexibility, Agility and ResilienceResilience-Enabling SchemesMeasuring the Resilience of Networked Infrastructure SystemsAssessing the Resilience of the Global Internet Cable SystemAssessing the Resilience of Road Transportation NetworksAssessing the Resilience of Maritime Transportation SystemsAssessing the Resilience of Enterprise Systems — An ITS Case StudyConclusion Readership: From the undergraduate level through to research — as well as professionals and decision-makers involved in the development, analysis and evaluation of infrastructure systems. Keywords:Resilience;Networked Infrastructure Systems;Critical Infrastructures;Resilience MetricsKey Features:Proposes the Networked Infrastructure Resilience Assessment (NIRA) framework, a novel approach for assessing the resilience of critical infrastructure systems. The methodology of the framework is demonstrated by several case studies that represent four types of critical infrastructure systemsReviews several resilience-enabling schemes, which aim to improve the resilience of systems and help resume normal operations. The schemes are categorized into those that reduce the vulnerability of the system and those that increase the system's adaptive capacityOffers a comprehensive review of the proposed definitions of resilience, its characterization and measurement strategies, as well as a qualitative analysis comparing resilience with other system properties, namely reliability, robustness, flexibility and agility

Resilience of Networked Infrastructure Systems

Author : Mayada Omer
Publisher : World Scientific
ISBN 13 : 9814452823
Total Pages : 237 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Resilience of Networked Infrastructure Systems by : Mayada Omer

Download or read book Resilience of Networked Infrastructure Systems written by Mayada Omer and published by World Scientific. This book was released on 2013 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume elaborates on both the qualitative and quantitative aspects of resilience. Reviewing the literature exploring the concept of resilience in engineering, it discusses resilience in terms of the various definitions used, the methodologies proposed to characterize resilience, and the metrics put forward to quantify the resilience of specific service infrastructure systems. The review also identifies the key factors that contribute to organizational resilience.The concept of resilience is compared to other system properties such as reliability, robustness, flexibility and agility, by taking into consideration what systems are prepared against (types of failure), the causes of failure in systems (uncertainty), and how systems react to overcome failure (level of adaptability). A review is also provided of several resilience-enabling schemes, which improve resilience by reducing vulnerability and increasing adaptive capacity. The book puts forward a new framework, the Networked Infrastructure Resilience Assessment (NIRA) framework, through which the resilience of systems can be measured by assessing the impact of disruptions on key performance measures. By applying the framework to various case studies, the book demonstrates the ability of the proposed framework to assess resilience across a wide variety of networked infrastructure systems. The case studies probe the resilience of the following critical infrastructure systems in the face of specific disruptive events: telecommunication, transportation, maritime transportation and organizational networks.This text is intended for all levels of academia OCo from undergraduate through to research level OCo as well as professionals and decision-makers involved in the development, analysis and evaluation of infrastructure systems.

Identifying, Quantifying, and Proving Loss of Productivity

Author : American Society of Civil Engineers
Publisher :
ISBN 13 : 9780784482537
Total Pages : 38 pages
Book Rating : 4.4/5 (825 download)

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Book Synopsis Identifying, Quantifying, and Proving Loss of Productivity by : American Society of Civil Engineers

Download or read book Identifying, Quantifying, and Proving Loss of Productivity written by American Society of Civil Engineers and published by . This book was released on 2021 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt: "MOP 144 provides guidance and underlying framework for creating consistency across hazards, systems, and sectors in the design of new infrastructure systems and in enhancing the resilience of existing ones"--

Critical Infrastructure Security and Resilience

Author : Dimitris Gritzalis
Publisher : Springer
ISBN 13 : 3030000249
Total Pages : 313 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Critical Infrastructure Security and Resilience by : Dimitris Gritzalis

Download or read book Critical Infrastructure Security and Resilience written by Dimitris Gritzalis and published by Springer. This book was released on 2019-01-01 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest trends in attacks and protection methods of Critical Infrastructures. It describes original research models and applied solutions for protecting major emerging threats in Critical Infrastructures and their underlying networks. It presents a number of emerging endeavors, from newly adopted technical expertise in industrial security to efficient modeling and implementation of attacks and relevant security measures in industrial control systems; including advancements in hardware and services security, interdependency networks, risk analysis, and control systems security along with their underlying protocols. Novel attacks against Critical Infrastructures (CI) demand novel security solutions. Simply adding more of what is done already (e.g. more thorough risk assessments, more expensive Intrusion Prevention/Detection Systems, more efficient firewalls, etc.) is simply not enough against threats and attacks that seem to have evolved beyond modern analyses and protection methods. The knowledge presented here will help Critical Infrastructure authorities, security officers, Industrial Control Systems (ICS) personnel and relevant researchers to (i) get acquainted with advancements in the field, (ii) integrate security research into their industrial or research work, (iii) evolve current practices in modeling and analyzing Critical Infrastructures, and (iv) moderate potential crises and emergencies influencing or emerging from Critical Infrastructures.

Resilience of Critical Infrastructure Systems

Author : Zhishen Wu
Publisher : CRC Press
ISBN 13 : 1000057968
Total Pages : 197 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Resilience of Critical Infrastructure Systems by : Zhishen Wu

Download or read book Resilience of Critical Infrastructure Systems written by Zhishen Wu and published by CRC Press. This book was released on 2020-04-28 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: With rapid urbanization in developing countries and the emergence of smart systems and integrated intelligent devices, the new generation of infrastructure will be smarter and more efficient. However, due to natural and anthropomorphic hazards, as well as the adverse impact of climate change, civil infrastructure systems are increasingly vulnerable. Therefore, future-proofing and designing resilience into infrastructure is one of the biggest challenges facing the industry and governments in all developing and industrialized societies. This book provides a comprehensive overview of infrastructure resiliency, new developments in this emerging field and its scopes, including ecology and sustainability, and the challenges involved in building more resilient civil infrastructure systems. Moreover, it introduces a strategic roadmap for effective and efficient methods needed for modeling, designing, and assessing resiliency. Features: Includes contributions from internationally recognized scholars in the emerging field of infrastructure resilience. Covers a broad range of topics in infrastructure resilience such as disaster assessment, civil infrastructure and lifeline systems, natural hazard mitigation, and seismic protection. Includes practical global case studies and leading-edge research from several countries. Presents an interdisciplinary approach in addressing the challenges in the emerging field of infrastructure resilience Resilience of Critical Infrastructure Systems: Emerging Developments and Future Challenges serves as a valuable resource for practicing professionals, researchers, and advanced students seeking practical, forward-looking guidance.

Resilience Engineering for Power and Communications Systems

Author : Alexis Kwasinski
Publisher : Cambridge University Press
ISBN 13 : 1108491804
Total Pages : 509 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Resilience Engineering for Power and Communications Systems by : Alexis Kwasinski

Working Around Disruptions of Network Infrastructures

Author : Amro Al-Akkad
Publisher : Springer
ISBN 13 : 3658126167
Total Pages : 188 pages
Book Rating : 4.6/5 (581 download)

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Book Synopsis Working Around Disruptions of Network Infrastructures by : Amro Al-Akkad

Download or read book Working Around Disruptions of Network Infrastructures written by Amro Al-Akkad and published by Springer. This book was released on 2016-02-22 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: As in disasters the availability of information and communication technology services can be severely disrupted, the author explores challenges and opportunities to work around such disruptions. He therefore empirically analyzes how people in disasters use remnants of technology to still communicate their needs. Based on this, he suggests quality attributes whose implementation can support the resilience in technology. To exemplify this he develops iteratively two mobile ad-hoc systems and explores their feasibility and implications for emergency response under close-to-real conditions. Compared to the state of the art both systems are independent from preexisting network infrastructure and run on off-the-shelf smartphones.

Cyber Resilience of Systems and Networks

Author : Alexander Kott
Publisher : Springer
ISBN 13 : 3319774921
Total Pages : 475 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Cyber Resilience of Systems and Networks by : Alexander Kott

Download or read book Cyber Resilience of Systems and Networks written by Alexander Kott and published by Springer. This book was released on 2018-05-30 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces fundamental concepts of cyber resilience, drawing expertise from academia, industry, and government. Resilience is defined as the ability to recover from or easily adjust to shocks and stresses. Unlike the concept of security - which is often and incorrectly conflated with resilience -- resilience refers to the system's ability to recover or regenerate its performance after an unexpected impact produces a degradation in its performance. A clear understanding of distinction between security, risk and resilience is important for developing appropriate management of cyber threats. The book presents insightful discussion of the most current technical issues in cyber resilience, along with relevant methods and procedures. Practical aspects of current cyber resilience practices and techniques are described as they are now, and as they are likely to remain in the near term. The bulk of the material is presented in the book in a way that is easily accessible to non-specialists. Logical, consistent, and continuous discourse covering all key topics relevant to the field will be of use as teaching material as well as source of emerging scholarship in the field. A typical chapter provides introductory, tutorial-like material, detailed examples, in-depth elaboration of a selected technical approach, and a concise summary of key ideas.

Critical Infrastructure System Security and Resiliency

Author : Betty Biringer
Publisher : CRC Press
ISBN 13 : 1482209942
Total Pages : 233 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Critical Infrastructure System Security and Resiliency by : Betty Biringer

Download or read book Critical Infrastructure System Security and Resiliency written by Betty Biringer and published by CRC Press. This book was released on 2013-04-12 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Security protections for critical infrastructure nodes are intended to minimize the risks resulting from an initiating event, whether it is an intentional malevolent act or a natural hazard. With an emphasis on protecting an infrastructure's ability to perform its mission or function, Critical Infrastructure System Security and Resiliency presents

Resilience Engineering for Power and Communications Systems

Author : Alexis Kwasinski
Publisher : Cambridge University Press
ISBN 13 : 1108750249
Total Pages : 510 pages
Book Rating : 4.1/5 (87 download)

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Book Synopsis Resilience Engineering for Power and Communications Systems by : Alexis Kwasinski

Download or read book Resilience Engineering for Power and Communications Systems written by Alexis Kwasinski and published by Cambridge University Press. This book was released on 2023-12-31 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Power and communications networks are uniquely important in times of disaster. Drawing on twenty years of first-hand experience in critical infrastructure disaster forensics, this book will provide you with an unrivalled understanding of how and why power and communication networks fail. Discover key concepts in network theory, reliability, and resilience, and see how they apply to critical infrastructure modelling. Explore real-world case-studies of power grid and information and communication network (ICN) performance and recovery during earthquakes, wildfires, tsunamis, and other natural disasters; as well as man-made disasters. Understand the fundamentals of disaster forensics, learn how to apply these principles to your own field investigations, and identify practical, relevant strategies, technologies and tools for improving power and ICN resilience. With over 350 disaster-site photographs of real-world power and ICN equipment, this is the ideal introduction to resilience engineering for professional engineers and academic researchers working in power and ICN system resilience.

Life-Cycle of Structures and Infrastructure Systems

Author : Fabio Biondini
Publisher : CRC Press
ISBN 13 : 1000997308
Total Pages : 6293 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Life-Cycle of Structures and Infrastructure Systems by : Fabio Biondini

Download or read book Life-Cycle of Structures and Infrastructure Systems written by Fabio Biondini and published by CRC Press. This book was released on 2023-06-28 with total page 6293 pages. Available in PDF, EPUB and Kindle. Book excerpt: Life-Cycle of Structures and Infrastructure Systems contains the lectures and papers presented at IALCCE 2023- The Eighth International Symposium on Life-Cycle Civil Engineering, held at Politecnico di Milano, Milan, Italy, 2-6 July, 2023. This book contains the full papers of 514 contributions presented at IALCCE 2023, including the Fazlur R. Khan Plenary Lecture, nine Keynote Lectures, and 504 technical papers from 45 countries. The papers cover recent advances and cutting-edge research in the field of life-cycle civil engineering, including emerging concepts and innovative applications related to life-cycle design, assessment, inspection, monitoring, repair, maintenance, rehabilitation, and management of structures and infrastructure systems under uncertainty. Major topics covered include life-cycle safety, reliability, risk, resilience and sustainability, life-cycle damaging processes, life-cycle design and assessment, life-cycle inspection and monitoring, life-cycle maintenance and management, life-cycle performance of special structures, life-cycle cost of structures and infrastructure systems, and life-cycle-oriented computational tools, among others. This Open Access Book provides both an up-to-date overview of the field of life-cycle civil engineering and significant contributions to the process of making more rational decisions to mitigate the life-cycle risk and improve the life-cycle reliability, resilience, and sustainability of structures and infrastructure systems exposed to multiple natural and human-made hazards in a changing climate. It will serve as a valuable reference to all concerned with life-cycle of civil engineering systems, including students, researchers, practicioners, consultants, contractors, decision makers, and representatives of managing bodies and public authorities from all branches of civil engineering.

Safety and Reliability – Safe Societies in a Changing World

Author : Stein Haugen
Publisher : CRC Press
ISBN 13 : 1351174649
Total Pages : 4533 pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis Safety and Reliability – Safe Societies in a Changing World by : Stein Haugen

Download or read book Safety and Reliability – Safe Societies in a Changing World written by Stein Haugen and published by CRC Press. This book was released on 2018-06-15 with total page 4533 pages. Available in PDF, EPUB and Kindle. Book excerpt: Safety and Reliability – Safe Societies in a Changing World collects the papers presented at the 28th European Safety and Reliability Conference, ESREL 2018 in Trondheim, Norway, June 17-21, 2018. The contributions cover a wide range of methodologies and application areas for safety and reliability that contribute to safe societies in a changing world. These methodologies and applications include: - foundations of risk and reliability assessment and management - mathematical methods in reliability and safety - risk assessment - risk management - system reliability - uncertainty analysis - digitalization and big data - prognostics and system health management - occupational safety - accident and incident modeling - maintenance modeling and applications - simulation for safety and reliability analysis - dynamic risk and barrier management - organizational factors and safety culture - human factors and human reliability - resilience engineering - structural reliability - natural hazards - security - economic analysis in risk management Safety and Reliability – Safe Societies in a Changing World will be invaluable to academics and professionals working in a wide range of industrial and governmental sectors: offshore oil and gas, nuclear engineering, aeronautics and aerospace, marine transport and engineering, railways, road transport, automotive engineering, civil engineering, critical infrastructures, electrical and electronic engineering, energy production and distribution, environmental engineering, information technology and telecommunications, insurance and finance, manufacturing, marine transport, mechanical engineering, security and protection, and policy making.

A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design

Author : Juntao Chen
Publisher :
ISBN 13 : 9783030234454
Total Pages : 105 pages
Book Rating : 4.2/5 (344 download)

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Book Synopsis A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design by : Juntao Chen

Download or read book A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design written by Juntao Chen and published by . This book was released on 2020 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief introduces game- and decision-theoretical techniques for the analysis and design of resilient interdependent networks. It unites game and decision theory with network science to lay a system-theoretical foundation for understanding the resiliency of interdependent and heterogeneous network systems. The authors pay particular attention to critical infrastructure systems, such as electric power, water, transportation, and communications. They discuss how infrastructure networks are becoming increasingly interconnected as the integration of Internet of Things devices, and how a single-point failure in one network can propagate to other infrastructures, creating an enormous social and economic impact. The specific topics in the book include: · static and dynamic meta-network resilience game analysis and design; · optimal control of interdependent epidemics spreading over complex networks; and · applications to secure and resilient design of critical infrastructures. These topics are supported by up-to-date summaries of the authors' recent research findings. The authors then discuss the future challenges and directions in the analysis and design of interdependent networks and explain the role of multi-disciplinary research has in computer science, engineering, public policy, and social sciences fields of study. The brief introduces new application areas in mathematics, economics, and system and control theory, and will be of interest to researchers and practitioners looking for new approaches to assess and mitigate risks in their systems and enhance their network resilience. A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design also has self-contained chapters, which allows for multiple levels of reading by anyone with an interest in game and decision theory and network science.

Critical Information Infrastructure Protection and Resilience in the ICT Sector

Author : Théron, Paul
Publisher : IGI Global
ISBN 13 : 1466629657
Total Pages : 318 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Critical Information Infrastructure Protection and Resilience in the ICT Sector by : Théron, Paul

Download or read book Critical Information Infrastructure Protection and Resilience in the ICT Sector written by Théron, Paul and published by IGI Global. This book was released on 2013-02-28 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the progression of technological breakthroughs creating dependencies on telecommunications, the internet, and social networks connecting our society, CIIP (Critical Information Infrastructure Protection) has gained significant focus in order to avoid cyber attacks, cyber hazards, and a general breakdown of services. Critical Information Infrastructure Protection and Resilience in the ICT Sector brings together a variety of empirical research on the resilience in the ICT sector and critical information infrastructure protection in the context of uncertainty and lack of data about potential threats and hazards. This book presents a variety of perspectives on computer science, economy, risk analysis, and social sciences; beneficial to academia, governments, and other organisations engaged or interested in CIIP, Resilience and Emergency Preparedness in the ICT sector.

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures

Author : George Deodatis
Publisher : CRC Press
ISBN 13 : 1315884887
Total Pages : 1112 pages
Book Rating : 4.3/5 (158 download)

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Book Synopsis Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures by : George Deodatis

Download or read book Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures written by George Deodatis and published by CRC Press. This book was released on 2014-02-10 with total page 1112 pages. Available in PDF, EPUB and Kindle. Book excerpt: Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures contains the plenary lectures and papers presented at the 11th International Conference on STRUCTURAL SAFETY AND RELIABILITY (ICOSSAR2013, New York, NY, USA, 16-20 June 2013), and covers major aspects of safety, reliability, risk and life-cycle performance of str

Rail Infrastructure Resilience

Author : Rui Calcada
Publisher : Woodhead Publishing
ISBN 13 : 0128210435
Total Pages : 496 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Rail Infrastructure Resilience by : Rui Calcada

Download or read book Rail Infrastructure Resilience written by Rui Calcada and published by Woodhead Publishing. This book was released on 2022-06-28 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic growth, security and sustainability across Europe are at risk due to ageing railway infrastructure systems. At present, the majority of such systems are aging and some have even reached their initial design lives. These issues align with a major challenge in civil engineering: how to restore and improve urban infrastructure and built environments. Policy, environmental and physical barriers must be addressed and overcome. The complex and interconnected nature of the problem means that there is a need for academia, industry, communities and governments to work collaboratively. The challenges posed by extreme events from natural and man-made disasters are urgent. Rail Infrastructure Resilience: A Best-Practices Handbook presents developed improvement methods for rail infrastructure systems, toward resilience to extreme conditions. It shows how best to use new information in the engineering design, maintenance, construction and renewal of rail infrastructure resilience, through knowledge exchange and capability development. The book presents the outcome of a major European research project, known as the RISEN project. RISEN aimed to enhance knowledge creation and transfer using both international and intersectoral secondment mechanisms among European Advanced Rail Research Universities and SMEs, and Non-EU, leading rail universities, providing methodological approaches and practical tools for restoring and improving railway infrastructure systems for extreme events. Edited and written by members of this project, this book will be essential reading for researchers and practitioners hoping to find practical solutions to the challenges of rail infrastructure resilience. Offers a best-practices handbook for rail infrastructure resilience from the leaders in the field Paints a holistic picture of the rail transport system, showing that infrastructure maintenance intervention can be enhanced through advanced monitoring systems and resilience design Presents rail infrastructure resilience and advanced condition monitoring, allowing a better understanding of the critical maintenance, renewal and retrofit needs of railways Considers how academia, industry, communities and governments can work collaboratively in order to tackle aggregated problems in rail infrastructure resilience Presents the findings from the RISEN project, the leading European project on enhancing knowledge creation and transfer of expertise on rail infrastructure resilience

Enhancing the Resilience of the Nation's Electricity System

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309463076
Total Pages : 171 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Enhancing the Resilience of the Nation's Electricity System by : National Academies of Sciences, Engineering, and Medicine

Download or read book Enhancing the Resilience of the Nation's Electricity System written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-10-25 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Americans' safety, productivity, comfort, and convenience depend on the reliable supply of electric power. The electric power system is a complex "cyber-physical" system composed of a network of millions of components spread out across the continent. These components are owned, operated, and regulated by thousands of different entities. Power system operators work hard to assure safe and reliable service, but large outages occasionally happen. Given the nature of the system, there is simply no way that outages can be completely avoided, no matter how much time and money is devoted to such an effort. The system's reliability and resilience can be improved but never made perfect. Thus, system owners, operators, and regulators must prioritize their investments based on potential benefits. Enhancing the Resilience of the Nation's Electricity System focuses on identifying, developing, and implementing strategies to increase the power system's resilience in the face of events that can cause large-area, long-duration outages: blackouts that extend over multiple service areas and last several days or longer. Resilience is not just about lessening the likelihood that these outages will occur. It is also about limiting the scope and impact of outages when they do occur, restoring power rapidly afterwards, and learning from these experiences to better deal with events in the future.