Articles with "dbn model" as a keyword



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Wind power and load temporal dependence model based on dynamic Bayesian network

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Published in 2021 at "Electrical Engineering"

DOI: 10.1007/s00202-021-01375-6

Abstract: This article regards the dependency structure of wind power and load time series at each moment as the conditional probability of a high-dimensional discrete stochastic process. A dynamic Bayesian network (DBN) model is proposed to… read more here.

Keywords: network; dbn model; model; wind power ... See more keywords

Tracing and prediction analysis of an urban pipeline leakage accident based on the catastrophe DBN model

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Published in 2018 at "Journal of Natural Gas Science and Engineering"

DOI: 10.1016/j.jngse.2018.07.019

Abstract: Abstract With trends in urbanization, many underground pipelines have been constructed, forming a huge spider web-like network, and accidents in such systems can lead to disastrous consequences, as observed in the Qingdao and Kaohsiung gas… read more here.

Keywords: tracing prediction; dbn; accident; catastrophe ... See more keywords