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A Confidence-Based Approach to Include Survivors in a Probabilistic TID Failure Assessment

2023; Institute of Electrical and Electronics Engineers; Volume: 71; Issue: 4 Linguagem: Inglês

10.1109/tns.2023.3330777

1558-1578

Chloe A. Champagne, Brian D. Sierawski, Raymond L. Ladbury, Michael J. Campola, Daniel M. Fleetwood,

Risk and Safety Analysis

A probabilistic total ionizing dose (TID) failure assessment is extended to include survivor data, enabling the bounding of failure probability to a desired confidence level (CL) without failure data. The extension provides an avenue for analyzing microelectronics tested for TID without reaching a failure mode, a scenario often encountered by missions utilizing commercial-off-the-shelf (COTS) technologies. Using the type-I censored likelihood formulation and a realistic upper bound on expected device performance, the failure probability space is bounded by confidence contours within the context of a variable environment. The framework accommodates any type of distribution assumed for the part failure or the environment under consideration. Furthermore, the framework can be utilized pre-emptively to plan future device TID tests, minimizing costs while meeting survival requirements. Heritage data may also be used as survivors to further minimize testing costs when parts are from the same lot, but the amount of constraint derived from heritage is limited. Altogether, the framework enables a formal, mathematically rigorous analysis of radiation tolerant devices tested to a maximum dose, as well as flight heritage, in a hardness assurance methodology.