Process / pipelineEngineering methods
基于仿真的可靠性分析
基于仿真的可靠性分析将概率可靠性理论与计算仿真相结合——最常见的是蒙特卡洛方法或有限元模型——以估计系统、组件或结构在不确定的操作条件下执行其预期功能的概率。它不依赖于封闭形式的解析解，而是通过高保真数值模型传播不确定性，以量化复杂、非线性或多失效模式系统的失效风险。
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来源
- Melchers, R. E., & Beck, A. T. (2018). Structural Reliability Analysis and Prediction (3rd ed.). Wiley. ISBN: 978-1119266075
- Zio, E. (2013). The Monte Carlo Simulation Method for System Reliability and Risk Analysis. Springer. ISBN: 978-1447145882
如何引用本页
ScholarGate. (2026, June 3). Simulation-Assisted Reliability Analysis. ScholarGate. https://scholargate.app/zh/experimental-design/simulation-assisted-reliability-analysis
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- 失效模式与影响分析 (FMEA)实验设计↔ compare
- 故障树分析 (FTA)可靠性↔ compare
- 蒙特卡洛模拟决策↔ compare
- 统计可靠性分析可靠性↔ compare
- 鲁棒性可靠性分析实验设计↔ compare
- 敏感性分析与可靠性分析实验设计↔ compare