Reliability: Modeling, Prediction, and Optimization
Reliability: Modeling, Prediction, and Optimization
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DOI：
10.1002/9781118150481
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发表时间：
2000-03
影响因子：
7.4
通讯作者：
W. Blischke;D. Murthy
中科院分区：
文献类型：
--
作者：
W. Blischke;D. Murthy
可靠性分析的背景。概述。示例案例与数据集。基本可靠性方法。故障数据的收集与初步分析。用于对失效时间建模的概率分布。数据分析的基本统计方法。可靠性建模、估计与预测。部件层面的故障建模。多部件系统的建模与分析。数据分析的高级统计方法。软件可靠性。实验设计与方差分析。模型选择与验证。可靠性管理、改进与优化。可靠性管理。可靠性工程。可靠性预测与评估。可靠性改进。不可靠系统的维护。保修与服务合同。可靠性优化。结语。案例研究。参考资料。附录。参考文献。索引
CONTEXT OF RELIABILITY ANALYSIS. An Overview. Illustrative Cases and Data Sets. BASIC RELIABILITY METHODOLOGY. Collection and Preliminary Analysis of Failure Data. Probability Distributions for Modeling Time to Failure. Basic Statistical Methods for Data Analysis. RELIABILITY MODELING, ESTIMATION, AND PREDICTION. Modeling Failures at the Component Level. Modeling and Analysis of Multicomponent Systems. Advanced Statistical Methods for Data Analysis. Software Reliability. Design of Experiments and Analysis of Variance. Model Selection and Validation. RELIABILITY MANAGEMENT, IMPROVEMENT, AND OPTIMIZATION. Reliability Management. Reliability Engineering. Reliability Prediction and Assessment. Reliability Improvement. Maintenance of Unreliable Systems. Warranties and Service Contracts. Reliability Optimization. EPILOGUE. Case Studies. Resource Materials. Appendices. References. Indexes.