Article

Article title INTELLECTUAL PREPROCESSING TEMPORAL OF DATA IN SYSTEMS RAILWAY
Authors А.N. Shabelnikov
Section SECTION V. MODELLING OF COMPLEX SYSTEMS
Month, Year 07, 2012 @en
Index UDC 621.03
DOI
Abstract A new hybrid technology is developed in the article. The technology provides a new way of temporal data intellectual preprocessing based on hybrid neural-fuzzy-stochastic models. Proposed methods are based on the notion of integration of fuzzy technological knowledge into the model of original information generation. The model simulating processes of generation of primary data on an exit of system of gathering of the information is developed. The information preprocessing is based on association of traditional analytical models and the intellectual models which are based on knowledge of technological process. The analytical model is under construction by identification of nonlinear dynamic system.

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Keywords Intellectual preprocessing; neural-fuzzy system; hybrid model; fuzzy dynamical system; stochastic model.
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