A human-in-the-loop manufacturing control architecture for the next generation of production systems
| Autor: | Roberto Pinto, Chiara Cimini, Sergio Cavalieri, Fabiana Pirola |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
0209 industrial biotechnology
Reflection (computer programming) Process management Computer science Field (Bourdieu) Control (management) Representation (systemics) Human-in-the-loop Context (language use) 02 engineering and technology Industry 4.0 Manufacturing control architecture Cyber-physical production systems Industrial and Manufacturing Engineering 020901 industrial engineering & automation Hardware and Architecture Control and Systems Engineering Settore ING-IND/17 - Impianti Industriali Meccanici 0202 electrical engineering electronic engineering information engineering Production (economics) 020201 artificial intelligence & image processing Architecture Software |
| Zdroj: | Journal of Manufacturing Systems. 54:258-271 |
| ISSN: | 0278-6125 |
| Popis: | In recent years, the introduction of Industry 4.0 technologies in the manufacturing landscape promoted the development of smart factories characterised by relevant socio-technical interactions between humans and machines. In this context, understanding and modelling the role of humans turns out to be crucial to develop efficient manufacturing systems of the future. Grounding on previous researches in the field of Human-in-the-Loop and Human Cyber-Physical Systems, the paper aims at contributing to a deep reflection about human-machine interaction in the wider perspective of Social Human-in-the-Loop Cyber-Physical Production Systems, in which more agents collaborate and are socially connected. After presenting an evolution of manufacturing control organisations, an architecture to depict social interactions in smart factories is proposed. The proposed architecture contributes to the representation of different human roles in the smart factory and the exploration of both hierarchical and heterarchical data-driven decision-making processes in manufacturing. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|
Full Text from ScienceDirect