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Monte Carlo Simulation in Dependability Analysis

Monte Carlo Simulation in Dependability Analysis

Hardcover

Series: Iste Invoiced

Technology & EngineeringGeneral Mathematics

ISBN10: 1836690320
ISBN13: 9781836690320
Publisher: Wiley-Iste
Published: Dec 16 2025
Pages: 304
Weight: 1.33
Height: 0.75 Width: 6.14 Depth: 9.21
Language: English

System dependability is a complex task to grasp and analyze since it encompasses reliability, maintainability, availability, failure mode analysis and feared events. For operational safety analyses, reliability is a quantitative basis for the other disciplines of maintainability, availability and safety. Reliability metrics such as failure rate or MTBF are often misused as they are only valid for low-maintenance applications, and wrongly for others, as MTBF is only relevant for availability. In addition, in operational safety, many equations do not have explicit solutions, and Monte Carlo simulations are a little-used way of obtaining and/or confirming the solution obtained by numerical methods.

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General Mathematics