Articles with "uncertainty characterization" as a keyword



Hierarchical Uncertainty Characterization of Monthly Net Load in Renewable Power Systems

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Published in 2025 at "IEEE Transactions on Automation Science and Engineering"

DOI: 10.1109/tase.2024.3395634

Abstract: The accurate characterization of net load uncertainty can ensure the economy and stability of renewable power systems operation. In existing studies, Gaussian mixture model (GMM) and Dirichlet process mixture model (DPMM) are powerful tools for… read more here.

Keywords: load; net load; monthly net; uncertainty characterization ... See more keywords

Development and uncertainty characterization of 3D particle location from perspective shifted plenoptic images.

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Published in 2019 at "Optics express"

DOI: 10.1364/oe.27.007997

Abstract: This work details the development of an algorithm to determine 3D position and in plane size and shape of particles by exploiting the perspective shift capabilities of a plenoptic camera combined with stereo-matching methods. This… read more here.

Keywords: development uncertainty; uncertainty characterization; particle; particle location ... See more keywords
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Uncertainty Characterization Methods for Sparsely Sampled Quantity: A Tradeoff Analysis Considering Propagation

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Published in 2020 at "AIAA Journal"

DOI: 10.2514/1.j058449

Abstract: The reliable characterization of uncertainties is critical for system evaluations and safety designs. However, insufficient samples are frequently encountered especially in composite materials. Fou... read more here.

Keywords: uncertainty characterization; sparsely sampled; methods sparsely; sampled quantity ... See more keywords