Automated Modelization of Dynamic Systems

Automated Modelization of Dynamic Systems

Nowadays, different kinds of modelling settled down in most areas of human activities. Often, it is not easy to design and create a model of an existing systems, because equations linking its components are not known. This article describes an approach allowing to identify system components interact...

Full description

Bibliographic Details
Main Authors: Ivan Perl, Aleksandr Penskoi
Format: Article
Language:English
Published: FRUCT 2018-11-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
System Dynamics
Modelization
Model oriented development
Machine learning
Approximation
Experimental data
Online Access:https://fruct.org/publications/abstract23/files/Per.pdf
Description
Summary:Nowadays, different kinds of modelling settled down in most areas of human activities. Often, it is not easy to design and create a model of an existing systems, because equations linking its components are not known. This article describes an approach allowing to identify system components interaction based on run-time monitoring and analysis of system behavior. Described method is shown on a simple system that will be turned in to a system dynamics mode by automated equations definition and results will compared to initial analytic model for the same system.
ISSN:2305-7254
2343-0737

Similar Items