Registration Number
0212U004381,
0109U001380
, R & D reports
Title
Developing of scientific-methodological foundations and informational tools of designing of selflearning adaptive control systems of technological processes
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Head
А.Dovbуsh,
Registration Date
09-02-2012
Organization
Sumy State University
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Research object is a controlled low-formalized process. Research aim is the increase of functional efficiency of the intelligence decision support systems (DSS) for controlling low-formalized processes under prior uncertainty. The methods of the theory of digital signal processing, system analysis theory and the theory of pattern recognition, categorical analysis and information theory are used for the algorithm models building of Data- and software design is made within the object-oriented methodology. Theoretical and practical results of the research consist in the development of the mathematical models of classification control, the methods of functional efficiency evaluation and the spatio-temporal optimization of functioning parameters, the algorithms of prognostic classification control and corresponding facilities of information technology of highly effective self-learning DSS designing for various sectors of socio-economic sphere of Ukraine within the information-extreme intelligence technology. The novelty lies in the creation of information-extreme method for analysis and synthesis of the self-learning DSS under a prior uncertainty. The results obtained in course of the research have been implemented in the educational process of the Sumy State University. STC "Institute of Single Crystals" (Kharkov) used them to modernize the control system for growing scintillation crystals that allowed to reduce the single crystal diameter deviation twice in comparison with the existing control system. The obtained results can be used for automation of technological processes under a prior uncertainty, for diagnosing and prediction of the disease behaviour in medicine as well as in other areas of socio-economic sphere of the society.
Product Description
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Андрієнко Н.І.
Барило К.В.
Барило О.Б.
Берест О.Б.
Бровко Н.М.
Востоцький В.О.
Дібров Б.О.
Дедик Н.А.
Джулгам Саад
Дзюба О.О.
Довбиш А.С.
Занченко С.П.
Котенко С.М.
Мартиненко С.С.
Москаленко В.В.
Руденко М.О.
Стадник Г.А.
Чала А.В.
Шелехов І.В.
Якушев О.А.
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2020-04-02
