Projects per year
Abstract
Manufacturing systems of the future need to have flexible resources and flexible routing to produce extremely personalized products, even of lot size equal to one. In this paper we have proposed a framework, which is designed to achieve this goal. Towards this we have integrated an established cultural evolution model to achieve desirable flexibility of resources and acceptable routing time. Promising results are evidenced through a simple proof-of-concept agent-based simulation. The simulation results reveal that the products need to move less in more diversified cultural groups when looking for suitable resources. It was also observed that the more time we provide for cultural dissemination, the cultural groups become increasingly coherent due to homophily. For scenarios, which require diversification of resources, we need to find a balance between coherence and diversification. This paper provides first insights into these aspects for a production shop floor.
| Original language | English |
|---|---|
| Title of host publication | COGSCI '19 Proceedings |
| Pages | 1290-1296 |
| Number of pages | 6 |
| Publication status | Published - Jul 2019 |
Fields of science
- 202017 Embedded systems
- 102 Computer Sciences
- 102009 Computer simulation
- 102013 Human-computer interaction
- 102019 Machine learning
- 102020 Medical informatics
- 102021 Pervasive computing
- 102022 Software development
- 102025 Distributed systems
- 211902 Assistive technologies
- 211912 Product design
JKU Focus areas
- Digital Transformation
Projects
- 1 Finished
-
Pro2Future - Products and Production Systems of the Future
Egyed, A. (Researcher), Küng, J. (Researcher), Miethlinger, J. (Researcher), Müller, A. (Researcher), Schlacher, K. (Researcher), Streit, M. (Researcher) & Ferscha, A. (PI)
01.04.2017 → 31.03.2025
Project: Funded research › FFG - Austrian Research Promotion Agency