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However, logistic regression based PRNs are restricted to discrete time intervals, whereas previously proposed models for continuous transitions are demanding in terms of modelling effort and data needed.
These models are simplified as compared to the approach developed by van Dooren et al. [14], but at the same time less demanding in terms of modelling effort and data requirements.
The nonlinearity of the biotechnological processes and the absence of cheap and reliable instrumentation require an enhanced modelling effort and estimation strategies for the state and the kinetic parameters.
The nonlinearity of these processes and the absence of suitable instrumentation require an enhanced modelling effort and modern kinetic parameter estimation strategies.
However, the specific characteristics of these processes, such as complexity, nonlinearity, and absence of cheap and reliable instrumentation, require an enhanced modelling effort and advanced kinetic parameter estimation strategies.
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Lastly, modelling efforts and main results from the project are summarized.
The emphasis of this review paper is on previously analyzed papers based on the available review research in the DLPs modelling efforts and gives us insight into some uncovered aspects in this field that have been published after 2009.
A new approach is developed that explicitly takes into account inter-grid frequency behavior while only requiring a reduced experiment time, modeling effort, and limited user intervention.
A joint state-of-the-art review of service network design modeling efforts and mathematical programming developments for network design were presented by Crainic [15].
Understanding of the statistical variability of SSP and its correlation with ambient noise may improve modeling efforts and design generalized mitigation strategy.
Our understanding of these key parameters of sociotechnical systems is likely to grow substantially as modelling efforts begin to explore the space identified by conceptual models and corresponding empirical efforts.
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