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The focus of this paper is on finding tuning rules based on model identification from a closed-loop step test.
In these situations, a two-step procedure is typically adopted, based on model identification from data and filter design from the identified model.
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With high structural uncertainties, bottom-up identification based on model discrimination tends to fail because of combinatorially many possible model structures.
This paper presents a Bayesian method for burst identification based on model selection and demonstrates the detection of bursts consisting of 10% signal amplitude.
In this work, a new approach to model identification based on model-based experimental design is presented.
The dynamic of industrial process around a given operating point is first estimated based on subspace model identification (SMI) method.
Dong et al. proposed a methodology in 2015 for event identification based on modeling individuals' mobility as flocks through the city, and they tested this methodology on the D4D dataset [38].
The identification procedure is based on modelling the free response of the system as a Prony series (sum of exponentials terms) and fitting this Prony series to the data.
Starting from a few of these, this paper proposes and analyses several applicative solutions based on the models identification, (mathematical) modeling and supervision of the normal and fault operation in the transportation and distribution networks for (gas and liquid) utilities.
It's based on modeling".
The simulation results based on the identification models show that simple control is effective for maintaining the carrier position.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com