Designing a Knowledge base for Intelligent Information System of MIMO Control
Abstract
Introduction: The problem of designing information control systems for MIMO systems requires a comprehensive analysis of their operational and technological regimes. Artificial intelligence methods can be used to solve problems related to building models and their optimization in conditions of uncertainty when it is necessary to make prompt decisions. Purpose: Developing a methodology for designing an intelligent information control system which would be invariant to various MIMO systems and could promptly synthesize energy-efficient control actions in real time, taking into account the features of these objects. Results: A static model has been developed for a frame-based knowledge base of an information-control system for energy-intensive process plants in dynamic operation modes. It allows you to take into account the number of states of the operating capability of the control object, many states of its operation, and destabilizing factors of various types. An integrated graph is proposed for generalized intellectualization technology of synthesizing energy-saving control actions for MIMO thermal facilities in warm-up mode. Practical relevance: The created knowledge base structure allows you to promptly provide information for modules realizing algorithmic support of an intelligent information and control system, which in turn makes it possible to synthesize energy-efficient control of a MIMO thermal facility in real time. In addition, energy-saving control is characterized by a smooth flow of thermal processes, and this leads to increased durability and safety of the equipment operation.Published
2018-08-23
How to Cite
Muromtsev, D., Gribkov, A., Tyurin, I., & Shamkin, V. (2018). Designing a Knowledge base for Intelligent Information System of MIMO Control. Information and Control Systems, (4), 24-30. https://doi.org/10.31799/1684-8853-2018-4-24-30
Issue
Section
Information and control systems