方法对比

	敏感性分析与可靠性分析	鲁棒性可靠性分析
领域	实验设计	实验设计
方法族	Process / pipeline	Process / pipeline
起源年份	1969 (importance measures); 2000s (global SA integration)	1980s–1990s (integration formalized in engineering literature)
提出者	Birnbaum (importance measures, 1969); Saltelli et al. (global SA formalization, 2000s)	Synthesized from Taguchi robust design and classical reliability theory (Kececioglu, Taguchi)
类型	Quantitative integrated engineering method	Quantitative reliability engineering method
开创性文献	Saltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gatelli, D., Saisana, M., & Tarantola, S. (2008). Global Sensitivity Analysis: The Primer. Wiley. ISBN: 978-0470059975	Kececioglu, D. (1991). Reliability Engineering Handbook (Vol. 1). Prentice Hall. ISBN: 978-0137720774
别名	SA-RA, reliability sensitivity analysis, importance measures in reliability, reliability-based sensitivity analysis	RRA, reliability robustness analysis, uncertainty-aware reliability analysis, robust probabilistic reliability
相关	5	4
摘要	Sensitivity analysis integrated with reliability analysis is a quantitative engineering method that determines how uncertainty or variation in each system input — such as component failure rates, material properties, or load distributions — propagates into overall system reliability. By computing importance measures for every uncertain parameter, analysts can rank components and assumptions by their influence on system dependability, focusing improvement efforts where they matter most.	Robust reliability analysis is an engineering method that combines classical reliability estimation with robustness principles to quantify and improve system dependability in the presence of parameter uncertainty and variability. Rather than assuming fixed input values, it propagates distributions of noise factors through a reliability model to produce probability-of-failure estimates that remain valid across a range of operating conditions and manufacturing tolerances.