The synthesis of strategies for the efficient performance of sophisticated technological complexes based on the cognitive simulation modelling
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Файли
Дата
2021
ORCID
DOI
Науковий ступінь
Рівень дисертації
Шифр та назва спеціальності
Рада захисту
Установа захисту
Науковий керівник
Члени комітету
Видавець
Анотація
Based on experimental research and object-oriented analysis of a complex technological complex, a structure of a fuzzy cognitive model is created. A scenario-cognitive model in the form of a weighted oriented graph (fuzzy cognitive map) has been developed, which illustrates a set of connections and the nature of the interaction of expertly determined factors. To solve the problem of impossibility of operative interrogation of experts in case of change in parameters of functioning of difficult technological complexes, expert estimations of values of weight coefficients of mutual influence of concepts are received. Cluster analysis methods were used to group expert assessments and determine a single value as a result of the research. The results of the scenariocognitive modeling of the enterprise showed that production shutdowns and abnormal situations related to the failure of electrical equipment, deviations of the technological regime and the quality of wastewater treatment have a significant impact on the dynamics of productivity, energy efficiency and efficient use of equipment.
Опис
Ключові слова
cognitive modeling, structural analysis, forecasting, fuzzy cognitive map, cluster analysis, expert assessments, когнітивне моделювання, структурний аналіз, прогнозування, нечітка когнітивна карта, кластерний аналіз, експертні оцінки, кафедра автоматизації та комп'ютерних технологій систем управління
Бібліографічний опис
The synthesis of strategies for the efficient performance of sophisticated technological complexes based on the cognitive simulation modelling / N. Zaiets, O. Savchuk, V. Shtepa, N. Lutska, L. Vlasenko // Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu. – 2021. – № 2. – P. 110–117.