Intelligent Data Processing Technologies for Resource Management in Manufacturing Scheduling

DOI

10.2991/csit-19.2019.43How to use a DOI?

Keywords

resource management, manufacturing scheduling, decision making, multi-agent approach, Industry 4.0

Abstract

The paper deals with the problem of resource management in manufacturing scheduling. The authors consider the problem definition of resource management using ill-formalized constraints of non-numerical nature (“semantic domain constraints”). It is suggested to use intelligent data processing technologies resource management in manufacturing scheduling. This technology is based on multi-agent approach. The main idea is to represent the process of solving the task of resource management as a sequence of negotiations or communication interactions of agents. The behavioral algorithms for the main agents was developed: "detail", "operation", "resource".

Copyright

© 2019, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Murat Guzairov
AU  - Nafissa Yussupova
AU  - Dmitry Rizvanov
PY  - 2019/12
DA  - 2019/12
TI  - Intelligent Data Processing Technologies for Resource Management in Manufacturing Scheduling
BT  - Proceedings of the 21st International Workshop on Computer Science and Information Technologies (CSIT 2019)
PB  - Atlantis Press
SP  - 249
EP  - 252
SN  - 2589-4900
UR  - https://doi.org/10.2991/csit-19.2019.43
DO  - 10.2991/csit-19.2019.43
ID  - Guzairov2019/12
ER  -