Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: Computer Science On-line Conference, CSOC 2020
Год издания: 2020
Идентификатор DOI: 10.1007/978-3-030-51971-1_50
Ключевые слова: decision support system, diagnostics, intelligent platform, monitoring, technological objects
Аннотация: In the article the architecture of the intelligent high-performance platform of a distributed decision support system for monitoring and diagnostics of technological objects is developed. The proposed architecture will ensure the implementation of the concept of an integrated cyber-physical system to ensure the safety and sustainabПоказать полностьюility of production in terms of operation of technological equipment. In general version, building a system using such an architecture, on the one hand, ensures openness in the formation of the analytical core of the decision support system, which will ensure a high level of system adequacy in the conditions of production transformation, increasing the intensity of information exchange and the volume of data being analyzed. The approaches based on the methods of automatic construction of artificial neural networks ensemble-distributed solvers (classifiers) are examined. It can be used to create analytical support for decision support systems and their automated initialization in a specific production environment. #CSOC1120. © 2020, Springer Nature Switzerland AG.
Журнал: Advances in Intelligent Systems and Computing
Выпуск журнала: Vol. 1225 AISC
Номера страниц: 614-626
ISSN журнала: 21945357
Издатель: Springer