Development of methods for identification of mathematical models for the technological objects with uncertainties

Identification of Mathematical Model of Turbine Generator Unit in Presence of Uncertainty

“…Many tasks remain unsolved today, and methods for identifying models of systems with uncertainty continue to develop, in particular in the way of combination of stochastic and non-stochastic approaches [7], as well as creating methods that optimize experimental design and reduce the computational complexity of algorithms. For example, in [4] new approaches to identification of models with parametric uncertainty have been proposed, the application of which allows to reduce the number and duration of experiments while improving the accuracy of the obtained estimates.…”