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Advanced Decision-Making Methods and Applications in System Safety and Reliability Problems

Approaches, Case Studies, Multi-criteria Decision-Making, Multi-objective Decision-Making, Fuzzy Risk-Based Models

  • Book
  • © 2022

Overview

Authors:
  1. He Li

    1. School of Intelligent Systems Engineering, Sun Yat-Sen University, Shenzhen, China

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    You can also search for this author in PubMed   Google Scholar

  2. Mohammad Yazdi

    1. Faculty of Engineering and Applied Science, Memorial University of Newfoundland, St. John's, Canada

    View author publications

    You can also search for this author in PubMed   Google Scholar

  • Offers how decision-makers can improve system safety and reliability performance using advanced decision-making methods
  • Identifies the requirements of using the best and advanced decision-making methods
  • Provides a range of methodologies for decision-makers and analysts, well suited to the complexity of decision problems

Part of the book series: Studies in Systems, Decision and Control (SSDC, volume 211)

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Table of contents (10 chapters)

  1. Front Matter

    Pages i-xi
    Download chapter PDF

  2. Dynamic Decision-Making Trial and Evaluation Laboratory (DEMATEL): Improving Safety Management System

    • He Li, Mohammad Yazdi
    Pages 1-14

  3. Reliability Analysis of Correlated Failure Modes by Transforming Fault Tree Model to Bayesian Network: A Case Study of the MDS of a CNC Machine Tool

    • He Li, Mohammad Yazdi
    Pages 15-28

  4. What Are the Critical Well-Drilling Blowouts Barriers? A Progressive DEMATEL-Game Theory

    • He Li, Mohammad Yazdi
    Pages 29-46

  5. Developing Failure Modes and Effect Analysis on Offshore Wind Turbines Using Two-Stage Optimization Probabilistic Linguistic Preference Relations

    • He Li, Mohammad Yazdi
    Pages 47-68

  6. Integration of the Bayesian Network Approach and Interval Type-2 Fuzzy Sets for Developing Sustainable Hydrogen Storage Technology in Large Metropolitan Areas

    • He Li, Mohammad Yazdi
    Pages 69-85

  7. How to Deal with Toxic People Using a Fuzzy Cognitive Map: Improving the Health and Wellbeing of the Human System

    • He Li, Mohammad Yazdi
    Pages 87-107

  8. An Advanced TOPSIS-PFS Method to Improve Human System Reliability

    • He Li, Mohammad Yazdi
    Pages 109-125

  9. Stochastic Game Theory Approach to Solve System Safety and Reliability Decision-Making Problem Under Uncertainty

    • He Li, Mohammad Yazdi
    Pages 127-151

  10. Advanced Decision-Making Neutrosophic Fuzzy Evidence-Based Best–Worst Method

    • He Li, Mohammad Yazdi
    Pages 153-184

  11. A Holistic Question: Is It Correct that Decision-Makers Neglect the Probability in the Risk Assessment Method?

    • He Li, Mohammad Yazdi
    Pages 185-189
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Keywords

About this book

This book reviews and presents several approaches to advanced decision-making models for safety and risk assessment. Each introduced model provides case studies indicating a high level of efficiency, robustness, and applicability, which allow readers to utilize them in their understudy risk-based assessment applications.

The book begins by introducing a novel dynamic DEMATEL for improving safety management systems. It then progresses logically, dedicating a chapter to each approach, including advanced FMEA with probabilistic linguistic preference relations, Bayesian Network approach and interval type-2 fuzzy set, advanced TOPSIS with spherical fuzzy set, and advanced BWM with neutrosophic fuzzy set and evidence theory.

This book will be of interest to professionals and researchers working in the field of system safety and reliability and postgraduate and undergraduate students studying applications of decision-making tools and expert systems.

Authors and Affiliations

  • School of Intelligent Systems Engineering, Sun Yat-Sen University, Shenzhen, China

    He Li

  • Faculty of Engineering and Applied Science, Memorial University of Newfoundland, St. John's, Canada

    Mohammad Yazdi

Bibliographic Information

  • Book Title: Advanced Decision-Making Methods and Applications in System Safety and Reliability Problems

  • Book Subtitle: Approaches, Case Studies, Multi-criteria Decision-Making, Multi-objective Decision-Making, Fuzzy Risk-Based Models

  • Authors: He Li, Mohammad Yazdi

  • Series Title: Studies in Systems, Decision and Control

  • DOI: https://doi.org/10.1007/978-3-031-07430-1

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Hardcover ISBN: 978-3-031-07429-5Published: 10 July 2022

  • Softcover ISBN: 978-3-031-07432-5Published: 11 July 2023

  • eBook ISBN: 978-3-031-07430-1Published: 09 July 2022

  • Series ISSN: 2198-4182

  • Series E-ISSN: 2198-4190

  • Edition Number: 1

  • Number of Pages: XI, 189

  • Number of Illustrations: 20 b/w illustrations, 36 illustrations in colour

  • Topics: Control, Robotics, Mechatronics, Computational Intelligence, Artificial Intelligence

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