连续的r-out-of-n:G系统的信息理论可靠性分析通过剩余缩
Anfal A Alqefari1, Ghadah Alomani2, Faten Alrewely3
1Department of Statistics and Operations Research, College of Science, Qassim University, P.O. Box 6644, Buraydah 51482, Saudi Arabia.
本研究介绍了在r-out-of-n:G系统中用于可靠性推断的剩余外. 它为增强系统不确定性分析和决策提供分析工具和估计器.
科学领域:
- 可靠性工程可靠性工程
- 信息理论 信息理论
- 统计推理 统计推理
背景情况:
- 多组件系统在工程中至关重要.
- 评估系统可靠性和不确定性是复杂的.
- 现有的方法可能缺乏全面的信息理论方法.
研究的目的:
- 在连续的r-out-of-n:G系统中开发可靠性推断的信息理论框架.
- 利用剩余的外形作为系统不确定性的关键指标.
- 为可靠性分析和估计提供实用工具.
主要方法:
- 采用剩余的外,对的双重测量.
- 导出系统生命周期模型的明确分析表示和新界限.
- 在随机顺序和老化概念下检查保存特性.
- 调查操作组件的有条件配方.
- 提出一个最大概率估计器的残留外.
主要成果:
- 建立了分析表示和系统可靠性的界限.
- 通过单调性和表征结果,提供了对系统不确定性的见解.
- 开发了一种有条件的配方,产生了新的理论发现.
- 通过模拟和真实数据证明了拟议的估计器的有效性.
结论:
- 剩余拓展是可靠性系统中建模和估计的强大工具.
- 开发的框架增强了多组件系统的决策.
- 这项工作使统计推断与信息理论可靠性衡量标准保持一致.
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