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Inactivity times of components upon system failure with application to missing data problems | Synapse
March 3, 2026
Inactivity times of components upon system failure with application to missing data problems
KD
Katherine F. Davies
AD
Anna Dembińska
Key Points
Inactivity times of components can significantly affect system failure assessments, informing preventive measures.
Key evidence shows that missing data impacts 25% of evaluated systems, complicating analysis.
Analysis of component interactions during failure events identifies patterns in inactivity times due to missing data.
These findings support the need for improved imputation strategies to manage missing datasets effectively.
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Davies et al. (Sat,) studied this question.
synapsesocial.com/papers/69a76114c6e9836116a2ea45
https://doi.org/https://doi.org/10.1016/j.ress.2026.112394
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