Sentence examples for uncertainty input from inspiring English sources

The developed state and output feedback controllers are applied successfully to non-isothermal chemical reactor examples with uncertainty, input constraints, and incomplete state measurements.

In the presence of both aleatory and epistemic uncertainty, two challenges are addressed in this paper for the model-based computation of the Sobol indices: due to data uncertainty, input distributions are not precisely known; and due to model uncertainty, the model output is uncertain even for a fixed realization of the input.

To capture parameter uncertainty, input variables in our model are probabilistic values.

To capture parameter uncertainty, input variables were modelled as probabilistic values.

Parameter uncertainty, simulator uncertainty, input uncertainty and structural uncertainty can be combined into a model discrepancy 𝜖 m d (Vernon et al. 2010), such that, even if the physical inputs (denoted by x p h y s ) that give rise to the observables y p h y s were known, then y p h y s = f (x p h y s ; 𝜃 )+ 𝜖 m d.

According to them, generic locations can be context, model uncertainty, inputs, parameter and outcome.

Therefore, the work described here is to design robust observer controller, which is aimed at robust stabilization of network system with uncertainties, input delay and a saturated input.

NUSAP provides a means to assess and communicate uncertainties (input data, parameter as well as certain forms of context and model structure uncertainty) in a harmonized way, based on both quantitative and qualitative information about the underlying knowledge base [ 16].

Remarkably, the control law is robust to the parameter uncertainties and input uncertainties, which is applicable to the gust alleviation wind tunnel test.

The calculation of solution uncertainty, given input uncertainty, falls under the rubric of uncertainty quantification (UQ).

Evidentially, other sources of uncertainty than input uncertainty and parameter uncertainty which is investigated in the presented paper are present.