Abstract
Creative integration of smarter machines with new emerging Information and Communication Technologies (ICTs) in manufacturing industry allows collaborative automation between machines and promises greater production flexibility and product variability. The ubiquitous Machine-to-Machine (M2M) messaging, inter-machine understanding and system modeling are key enabling techniques to empower machine interoperability for Flexible Manufacturing Systems (FMS). However, the heterogeneities in machine part platforms, production strategies, and product variability keep the rich sensing and communication intensive sub-systems from seamless integration. By highlighting the specificities of industrial networks, this investigation aims to gain manufacturing flexibility by constructing a collaborative automation based industrial network from system and software perspective, focusing on: (1) the modeling of machine interactions in communication intensive industrial networks, (2) machine modularization and decentralized structure for production line scale efficiency, (3) ubiquitous messaging and understanding for machine interoperability, and (4) model-based management for application-level adaptation and flexibility. The presented technical solutions have been implemented in the PickNPack food manufacturing line, and the results demonstrate their feasibility.
Original language | English |
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Journal | IEEE Systems Journal |
Early online date | 11 Jun 2019 |
DOIs | |
Publication status | Published - 2019 |
Keywords
- Industrial networks
- manufacturing flexibility
- collaborative automation
- ubiquitous M2M
- interoperability