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INFORMATION SCIENCE
Adaptive control system of a technological production process
V. S. Smorodin, V. A. Prokhorenko Francisk Skorina Gomel State University
Abstract:
The principles of construction of an adaptive control system are described for technological cycle of production with external
control actions. Adaptive control feedback connections are created based on data processing for the neuroregulator model and
the simulation model included in the technical means of coupling with the control system and the database for the simulation
model of a technological cycle of production. Formalization of an adaptive control process that uses neural network based modeling for decision making processes is given. Neuroregulator models, their training and testing procedures are described.
Keywords:
adaptive control, technological production process, neural network, neuroregulator, phase plane of states, optimal
trajectory.
Received: 15.03.2021
Citation:
V. S. Smorodin, V. A. Prokhorenko, “Adaptive control system of a technological production process”, PFMT, 2021, no. 3(48), 96–102
Linking options:
https://www.mathnet.ru/eng/pfmt801 https://www.mathnet.ru/eng/pfmt/y2021/i3/p96
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