Articles with "probabilistic prediction" as a keyword



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A methodology for probabilistic prediction of fatigue crack initiation taking into account the scale effect

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Published in 2017 at "Engineering Fracture Mechanics"

DOI: 10.1016/j.engfracmech.2017.04.014

Abstract: Abstract An approach for probabilistic prediction of fatigue crack initiation lifetime of structural details and mechanical components is presented. The methodology applied is an extension of the generalized local model (GLM) to the fatigue case… read more here.

Keywords: fatigue crack; methodology; initiation; fatigue ... See more keywords
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Analysis and application of the sparse prior in probabilistic prediction of elastic parameters

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Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3181175

Abstract: The probabilistic prediction approach can be used not only for obtaining the maximum posterior probability solution but also for uncertainty evaluation. Its prior distribution has a significant impact on the prediction result. An improper prior… read more here.

Keywords: blocky boundaries; lithology; prediction; constraint ... See more keywords
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A Very Short-Term Probabilistic Prediction Interval Forecaster for Reducing Load Uncertainty Level in Smart Grids

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Published in 2021 at "Applied Sciences"

DOI: 10.3390/app11062538

Abstract: Very short-term load demand forecasters are essential for power systems’ decision makers in real-time dispatching. These tools allow traditional network operators to maintain power systems’ safety and stability and provide customers energy with high reliability.… read more here.

Keywords: prediction interval; short term; prediction; probabilistic prediction ... See more keywords