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Literature review of methods for representing uncertainty

Literature review of methods for representing uncertainty PDF Author: Enrico Zio
Publisher: FonCSI
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 61

Book Description
This document provides a critical review of different frameworks for uncertainty analysis, in a risk analysis context : classical probabilistic analysis, imprecise probability (interval analysis), probability bound analysis, evidence theory, and possibility theory. The driver of the critical analysis is the decision-making process and the need to feed it with representative information derived from the risk assessment, to robustly support the decision. Technical details of the different frameworks are exposed only to the extent necessary to analyze and judge how these contribute to the communication of risk and the representation of the associated uncertainties to decision-makers, in the typical settings of high-consequence risk analysis of complex systems with limited knowledge on their behaviour.

Literature review of methods for representing uncertainty

Literature review of methods for representing uncertainty PDF Author: Enrico Zio
Publisher: FonCSI
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 61

Book Description
This document provides a critical review of different frameworks for uncertainty analysis, in a risk analysis context : classical probabilistic analysis, imprecise probability (interval analysis), probability bound analysis, evidence theory, and possibility theory. The driver of the critical analysis is the decision-making process and the need to feed it with representative information derived from the risk assessment, to robustly support the decision. Technical details of the different frameworks are exposed only to the extent necessary to analyze and judge how these contribute to the communication of risk and the representation of the associated uncertainties to decision-makers, in the typical settings of high-consequence risk analysis of complex systems with limited knowledge on their behaviour.

Science and Judgment in Risk Assessment

Science and Judgment in Risk Assessment PDF Author: National Research Council
Publisher: National Academies Press
ISBN: 030904894X
Category : Science
Languages : en
Pages : 668

Book Description
The public depends on competent risk assessment from the federal government and the scientific community to grapple with the threat of pollution. When risk reports turn out to be overblownâ€"or when risks are overlookedâ€"public skepticism abounds. This comprehensive and readable book explores how the U.S. Environmental Protection Agency (EPA) can improve its risk assessment practices, with a focus on implementation of the 1990 Clean Air Act Amendments. With a wealth of detailed information, pertinent examples, and revealing analysis, the volume explores the "default option" and other basic concepts. It offers two views of EPA operations: The first examines how EPA currently assesses exposure to hazardous air pollutants, evaluates the toxicity of a substance, and characterizes the risk to the public. The second, more holistic, view explores how EPA can improve in several critical areas of risk assessment by focusing on cross-cutting themes and incorporating more scientific judgment. This comprehensive volume will be important to the EPA and other agencies, risk managers, environmental advocates, scientists, faculty, students, and concerned individuals.

Review of the Department of Homeland Security's Approach to Risk Analysis

Review of the Department of Homeland Security's Approach to Risk Analysis PDF Author: National Research Council
Publisher: National Academies Press
ISBN: 0309161525
Category : Political Science
Languages : en
Pages : 161

Book Description
The events of September 11, 2001 changed perceptions, rearranged national priorities, and produced significant new government entities, including the U.S. Department of Homeland Security (DHS) created in 2003. While the principal mission of DHS is to lead efforts to secure the nation against those forces that wish to do harm, the department also has responsibilities in regard to preparation for and response to other hazards and disasters, such as floods, earthquakes, and other "natural" disasters. Whether in the context of preparedness, response or recovery from terrorism, illegal entry to the country, or natural disasters, DHS is committed to processes and methods that feature risk assessment as a critical component for making better-informed decisions. Review of the Department of Homeland Security's Approach to Risk Analysis explores how DHS is building its capabilities in risk analysis to inform decision making. The department uses risk analysis to inform decisions ranging from high-level policy choices to fine-scale protocols that guide the minute-by-minute actions of DHS employees. Although DHS is responsible for mitigating a range of threats, natural disasters, and pandemics, its risk analysis efforts are weighted heavily toward terrorism. In addition to assessing the capability of DHS risk analysis methods to support decision-making, the book evaluates the quality of the current approach to estimating risk and discusses how to improve current risk analysis procedures. Review of the Department of Homeland Security's Approach to Risk Analysis recommends that DHS continue to build its integrated risk management framework. It also suggests that the department improve the way models are developed and used and follow time-tested scientific practices, among other recommendations.

Model Validation and Uncertainty Quantification, Volume 3

Model Validation and Uncertainty Quantification, Volume 3 PDF Author: Robert Barthorpe
Publisher: Springer
ISBN: 3319548581
Category : Technology & Engineering
Languages : en
Pages : 368

Book Description
Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 35th IMAC, A Conference and Exposition on Structural Dynamics, 2017, the third volume of ten from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Model Validation and Uncertainty Quantification, including papers on: Uncertainty Quantification in Material Models Uncertainty Propagation in Structural Dynamics Practical Applications of MVUQ Advances in Model Validation & Uncertainty Quantification: Model Updating Model Validation & Uncertainty Quantification: Industrial Applications Controlling Uncertainty Uncertainty in Early Stage Design Modeling of Musical Instruments Overview of Model Validation and Uncertainty

Handbook of EHealth Evaluation

Handbook of EHealth Evaluation PDF Author: Francis Yin Yee Lau
Publisher:
ISBN: 9781550586015
Category : Medical care
Languages : en
Pages : 487

Book Description
To order please visit https://onlineacademiccommunity.uvic.ca/press/books/ordering/

Risk Management

Risk Management PDF Author: Glen B. Alleman
Publisher: CRC Press
ISBN: 1003852661
Category : Technology & Engineering
Languages : en
Pages : 331

Book Description
Project success is an elusive goal in every business or technical domain. Project failure usually results from unhandled risks to the technical, cost, and schedule aspects of the project. There are four primary root causes of project failure. Unrealistic performance expectation, with missing Measures of Effectiveness Unrealistic cost and schedule estimates based on inadequate risk adjusted growth models Inadequate assessment of risk and unmitigated exposure to these risks without proper handling strategies Unanticipated technical issues with alternative plans and solutions to maintain the effectiveness of the project processes and its deliverables Risk Management provides a comprehensive overview of the people, principles, processes, and practices as the fundamental base upon which an effective risk management system resides. However, this does not guarantee effective risk management and successful projects and businesses. The first half of the book describes risk management processes, as well as a delineation between risk and hazards and how these are connected. The second half of the book provides industry examples of the approach to risk management in specific context and with specific approaches and artifacts where applicable. The book focuses on risks created by uncertainty, their identification, and the corrective and preventive actions needed to address these risks to increase the probability of project success. The book’s goal is to provide a context-driven framework, developing a foundation for a rational approach to risk management that makes adaptation to circumstances as easy as possible.

Bayesian Methods for Interaction and Design

Bayesian Methods for Interaction and Design PDF Author: John H. Williamson
Publisher: Cambridge University Press
ISBN: 110883499X
Category : Computers
Languages : en
Pages : 373

Book Description
Introduces Bayesian methods and their implementation in application ranging from pointing-based interfaces to modelling cognitive processes.

Risk, Uncertainty and Profit

Risk, Uncertainty and Profit PDF Author: Frank H. Knight
Publisher: Cosimo, Inc.
ISBN: 1602060053
Category : Business & Economics
Languages : en
Pages : 401

Book Description
A timeless classic of economic theory that remains fascinating and pertinent today, this is Frank Knight's famous explanation of why perfect competition cannot eliminate profits, the important differences between "risk" and "uncertainty," and the vital role of the entrepreneur in profitmaking. Based on Knight's PhD dissertation, this 1921 work, balancing theory with fact to come to stunning insights, is a distinct pleasure to read. FRANK H. KNIGHT (1885-1972) is considered by some the greatest American scholar of economics of the 20th century. An economics professor at the University of Chicago from 1927 until 1955, he was one of the founders of the Chicago school of economics, which influenced Milton Friedman and George Stigler.

Science, Engineering Management and Information Technology

Science, Engineering Management and Information Technology PDF Author: A. Mirzazadeh
Publisher: Springer Nature
ISBN: 3031722876
Category :
Languages : en
Pages : 335

Book Description


Prognostics and Remaining Useful Life (RUL) Estimation

Prognostics and Remaining Useful Life (RUL) Estimation PDF Author: Diego Galar
Publisher: CRC Press
ISBN: 1000518264
Category : Technology & Engineering
Languages : en
Pages : 491

Book Description
Maintenance combines various methods, tools, and techniques in a bid to reduce maintenance costs while increasing the reliability, availability, and security of equipment. Condition-based maintenance (CBM) is one such method, and prognostics forms a key element of a CBM program based on mathematical models for predicting remaining useful life (RUL). Prognostics and Remaining Useful Life (RUL) Estimation: Predicting with Confidence compares the techniques and models used to estimate the RUL of different assets, including a review of the relevant literature on prognostic techniques and their use in the industrial field. This book describes different approaches and prognosis methods for different assets backed up by appropriate case studies. FEATURES Presents a compendium of RUL estimation methods and technologies used in predictive maintenance Describes different approaches and prognosis methods for different assets Includes a comprehensive compilation of methods from model-based and data-driven to hybrid Discusses the benchmarking of RUL estimation methods according to accuracy and uncertainty, depending on the target application, the type of asset, and the forecast performance expected Contains a toolset of methods and a way of deployment aimed at a versatile audience This book is aimed at professionals, senior undergraduates, and graduate students in all interdisciplinary engineering streams that focus on prognosis and maintenance.