An intelligent management system for the development of a regional transport logistics infrastructure

Intelligent Control of Micrologistical Systems for the Railway Transport Based on an Ontological Approach

“…The article proposes an approach to the construction of ontologies of micrologistical systems in railway transport, based on the taxonomy of transport [8]. Further studies in this direction may be related to the development of ontologies of Advances in Economics, Business and Management Research, volume 113 specific transport systems based on the proposed approach, followed by the creation of an intelligent transport system based on them.…”

“…The main idea of modern research is the transform unstructured network data sets into knowledge and to create tools and applications that work with it. Currently, developments in the field of intelligent systems are carried out in all spheres of activity, including railway transport, transport and logistics systems, including the works of the authors [8,9]. Huge, constantly growing arrays of heterogeneous data, describing the diversity of many groups of objects, determine the need to develop a unified ideology based on the use of universal information systems, which not only allow solving inventory problems at a new technological level, but also offer fundamentally new opportunities for data analysis and synthesis.…”

“…Ontologies, like systematic [8], are closely related and most enlarged models of the system under study, which make it possible to better understand it and formulate its essential properties. The most important stage of the model development process is to select the structure of the system that is of interest to us.…”

“…When building domain ontology of a micrologistical system (Fig. 2), let us turn to the taxonomy of a specific area of activity: the transport industry [8]. For systems consisting of a wide range of interconnected subsystems, it is first necessary to outline the main subsystems and establish the main relationships between them.…”

The Application of the Knowledge-Based Systems Development Platform for Creating Scenario Analysis Support Tools

“…The main objective of KBS4IL is to support research of the functioning and allocation of interrelated, multi-scale infrastructure facilities utilizing a variety of analytical tools. The research process is carried out in the form of a multivariate scenario analysis and is defined by the original methodology [14]. The KBS4IL exploits a conceptual model containing information about infrastructure logistics domain (vehicle, terminal, stakeholders, route, etc.)…”