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Mathematical Modeling Of Operational-Dispatching Processes Of Complex Technological Objects, Sh.M. Gulyamov, Yu.Sh. Avazov, M.Yu. Doshchanova, E. Samadov
Mathematical Modeling Of Operational-Dispatching Processes Of Complex Technological Objects, Sh.M. Gulyamov, Yu.Sh. Avazov, M.Yu. Doshchanova, E. Samadov
Chemical Technology, Control and Management
Mathematical modeling of the processes of operational dispatch control of complex technological objects was carried out using the example of catalytic cracking of oil. It is shown that further progress in the catalytic cracking of hydrocarbon feedstock is associated with the involvement of heavy vacuum distillates, fuel oils and other oil residues as feedstock for the production of high-octane gasoline fractions, as well as with the implementation of improved or advanced control systems and development of adaptive algorithms for operational dispatching predictive control that allow control systems to track the current technological situation and form control actions that are adequate …
Neuro-Fuzzy Modeling For Predictive Control Systems With Complex Technological Processes And Production, Yusupbekov Nodirbek, Shukhrat Gulyamov, Malika Doshchanova
Neuro-Fuzzy Modeling For Predictive Control Systems With Complex Technological Processes And Production, Yusupbekov Nodirbek, Shukhrat Gulyamov, Malika Doshchanova
Chemical Technology, Control and Management
The paper implements a modification of a fuzzy neural network, which is suitable for predictive control purposes. Adaptation of a multidimensional programmable controller based on a neural algorithm for the back propagation of forecasting errors is proposed, as well as neural parametric identification of a fuzzy mathematical model of complex technological processes and production based on experimental data and expert estimates.