Author:
Korovin Iakov S.,Tkachenko Maxim G.
Abstract
Abstract
Frequently, at the stage of decision support systems adaptation, oriented to real-time data analysis, coming from distributed systems of an enterprise computer network, connection between the DSS and working equipment is unavailable at early stages of software development. Such connection is usually available at final development stages after successful alpha testing on simulation models, confirming the declared operating parameters of software and hardware DSS complexes. For development, research and modeling of new approaches to data analysis, it is necessary to perform multiple starts of the system in conditions, close to the real ones. In the paper, we represent a method, which provides access to historical data of industrial equipment operating, using intermediate program layer. The layer simulates data input and allows the user to define the data load rate, equal to the same rate of real processes or several times exceeding it.
Reference14 articles.
1. Development and research of the ANN based model for increasing oil production;Korovin
2. Historic handwritten manuscript binarisation using whale optimisation;Hassanien
3. A recovery method for the robotic decentralized control system with performance redundancy (Conference Paper);Korovin
4. Artificial intelligence hybrid methods application in the task of the heavy oilfields profitability increase (Article);Korovin;Neftyanoe Khozyaystvo - Oil Industry