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Modern supply chains are subject to a wide range of risks, such as demand uncertainty, natural disasters, and terrorist attacks.
The variation in these design inputs is attributed to epistemic uncertainty, natural variability as well as operator, owner and regulator decision ranges.
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Probabilistic methods have been successfully applied taking into account two primary categories of uncertainties: natural variabilities and modeling uncertainties.
Blasting in geological bodies is an industrial process acting in an environment characterized by high uncertainties (natural joints, faults, voids, abrupt structural changes), which are transposed into the process parameters (e.g. energetic transfer to rock mass, hole deviations, misfires, vibrations, fly-rock, etc).
Then again, they might not: 1.8C is within our range of uncertainty; and natural variability will affect what happens in the 2050s anyway.
To study the impact of uncertainty of natural flow on the MTHS, stochastic models are proposed in the literature.
3) The power demands are unchangeable during the dispatch interval, which means only the uncertainty of natural gas systems was considered.
The complexity, scale and uncertainty of natural systems are the primary reasons for most of the modeling difficulties which have to be handled.
Perplexity, a measure of uncertainty in natural language models, gives a better assessment of how well the model generalizes on unseen (new) data.
There are also several sources of uncertainty in natural systems, which affect the values of the parameters used in the analysis; this is discussed below.
To deal with the uncertainty of natural inflows, Latin hypercube sampling is implemented to provide an adequate number of sampling scenarios efficiently, and Cholesky decomposition is introduced to describe the correlated natural inflows among cascaded stations.
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CEO of Professional Science Editing for Scientists @ prosciediting.com