Publication | Open Access
Bayesian updating of mechanical models - Application in fracture mechanics
19
Citations
7
References
2007
Year
Bayesian StatisticEngineeringMechanical EngineeringReliability MethodsPower IgbtBayesian InferenceReliability EngineeringMechanicsBayesian UpdatingElectronic PackagingStatisticsBayesian Hierarchical ModelingReliabilityElectrical EngineeringHardware ReliabilityEngineering Failure AnalysisHeat TransferDevice ReliabilityMicroelectronicsPhysic Of FailureStatistical InferenceCircuit ReliabilityThermal FatigueStructural MechanicsDynamic Crack PropagationThermal EngineeringMechanics Of MaterialsFracture Mechanics
The major failure mode of power IGBT is the thermal fatigue of the solder joints. The thermal heating induces mechanical constraints due to the various coefficients of thermal expansion of different materials. The life in fatigue, bound to the non-elastic energy dissipated during a cycle, depends strongly on the non-linear behaviour. The reliability methods are then applied here with importance sampling durind an iterative process of reponse surface fitting.
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