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Ensemble of data-driven prognostic algorithms for robust prediction of remaining useful life
Prognostics aims at determining whether a failure of an engineered system (eg, a nuclear
power plant) is impending and estimating the remaining useful life (RUL) before the failure …
power plant) is impending and estimating the remaining useful life (RUL) before the failure …
A generic probabilistic framework for structural health prognostics and uncertainty management
Structural health prognostics can be broadly applied to various engineered artifacts in an
engineered system. However, techniques and methodologies for health prognostics become …
engineered system. However, techniques and methodologies for health prognostics become …
[HTML][HTML] A review of the electric measurements and their failure criteria for solder joint degradation
The assessment of solder joint quality and reliability in electronic devices has an important
role in many industries and guarantees challenges for reliability engineers. This article …
role in many industries and guarantees challenges for reliability engineers. This article …
A copula-based sampling method for data-driven prognostics
This paper develops a Copula-based sampling method for data-driven prognostics. The
method essentially consists of an offline training process and an online prediction process:(i) …
method essentially consists of an offline training process and an online prediction process:(i) …
Early detection of interconnect degradation by continuous monitoring of RF impedance
Traditional methods used to monitor interconnect reliability are based on measurement of dc
resistance. DC resistance is well suited for characterizing electrical continuity, such as …
resistance. DC resistance is well suited for characterizing electrical continuity, such as …
Resistance spectroscopy-based condition monitoring for prognostication of high reliability electronics under shock-impact
Leading indicators of failure have been developed based on high-frequency characteristics,
and system-transfer function derived from resistance spectroscopy measurements during …
and system-transfer function derived from resistance spectroscopy measurements during …
A model-based prognostic approach to predict interconnect failure using impedance analysis
D Kwon, J Yoon - Journal of Mechanical Science and Technology, 2016 - Springer
The reliability of electronic assemblies is largely affected by the health of interconnects, such
as solder joints, which provide mechanical, electrical and thermal connections between …
as solder joints, which provide mechanical, electrical and thermal connections between …
Accelerated stress test assessment of through-silicon via using RF signals
C Okoro, P Kabos, J Obrzut, K Hummler… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
In this paper, radio frequency signal is demonstrated as an effective probe for assessing the
effect of thermal cycling on the reliability of through-silicon vias (TSVs) in stacked dies. It is …
effect of thermal cycling on the reliability of through-silicon vias (TSVs) in stacked dies. It is …
A copula-based sampling method for data-driven prognostics and health management
This paper develops a Copula-based sampling method for data-driven prognostics and
health management (PHM). The principal idea is to first build statistical relationship between …
health management (PHM). The principal idea is to first build statistical relationship between …
Use of prognostics in risk-based decision making for BGAs under shock and vibration loads
Leading indicators of failure have been developed based on high-frequency characteristics,
and system-transfer function derived from resistance spectroscopy measurements during …
and system-transfer function derived from resistance spectroscopy measurements during …