Intuitionistic fuzzy approach for reliability analysis of NSP system under time varying failure rates

S. C. Malik, A. D. Yadav, Masum Raj
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Abstract

A new approach has been devised to assess the reliability of non-series-parallel (NSP) system, employing intuitionistic fuzzy concept, particularly focusing on triangular intuitionistic fuzzy numbers (TIFNs), alongside the path tracing technique. The system encompasses seven distinct components categorized into three subsystems. Two parallel subsystems each consist of three components connected in series, while the third subsystem involves a single component linked with the extreme components of the parallel subsystems. The failure rates of the components are assumed as time-varying triangular intuitionistic fuzzy numbers. Subsequently, the reliability and Mean Time to System Failure (MTSF) expressions containing both membership and non-membership degrees have been derived utilizing path tracing and (α, β)-cut approach. This methodology is then applied to a Resistor-Inductor-Capacitor (RLC) system, and its intuitionistic fuzzy reliability and MTSF are evaluated. Graphical representations have been utilized to enhance comprehension of the reliability characteristics of the system.

Abstract Image

用直觉模糊法分析故障率随时间变化的非接触式传感器系统的可靠性
利用直觉模糊概念,特别是侧重于三角形直觉模糊数(TIFN)的直觉模糊概念,并结合路径追踪技术,设计了一种评估非串并联(NSP)系统可靠性的新方法。该系统包括七个不同的组件,分为三个子系统。两个并行子系统分别由串联的三个组件组成,而第三个子系统则包括一个与并行子系统极端组件相连的组件。假定组件的故障率为时变三角直觉模糊数。随后,利用路径追踪和 (α, β) 切分方法,得出了包含成员度和非成员度的可靠性和平均系统故障时间 (MTSF) 表达式。然后将此方法应用于电阻器-电感器-电容器 (RLC) 系统,并对其直觉模糊可靠性和 MTSF 进行了评估。为了更好地理解系统的可靠性特征,还使用了图形表示法。
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