Advanced Decision-Making Methods and Applications in System Safety and Reliability Problems
Springer International Publishing (Verlag)
978-3-031-07429-5 (ISBN)
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.Dynamic decision-making trial and evaluation laboratory (DEMATEL): Improving safety management system.- Reliability analysis with correlated failure modes by transforming Fault Tree model to Bayesian network: A case study of the MDS of a CNC machine tool.- What are the critical well-drilling blowouts barriers? A progressive DEMATEL-Game theory.- Developing failure modes and effect analysis on offshore wind turbines using two-stage optimization probabilistic linguistic preference relations.
| Erscheinungsdatum | 13.07.2022 |
|---|---|
| Reihe/Serie | Studies in Systems, Decision and Control |
| Zusatzinfo | XI, 189 p. 56 illus., 36 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 477 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik ► Elektrotechnik / Energietechnik | |
| Schlagworte | Bayesian Network • bow-tie • BWM • DEMATEL • ELECTRE • ETA • Evidence Theory • FMEA • FTA • Fuzzy set theory • Game Theory • Linguistic Term • MCDM • MODM • probabilistic methods • PROMETHEE • Resilience • risk assessment • topsis • VIKOR |
| ISBN-10 | 3-031-07429-7 / 3031074297 |
| ISBN-13 | 978-3-031-07429-5 / 9783031074295 |
| Zustand | Neuware |
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