Abstract
Traditionally, production scheduling is optimised using objective functions based on punctuality criteria such as earliness and tardiness. However, synchronisation in complicated manufacturing process is always neglected. Due to the lack of synchronisation, severe problems happen frequently such as long holding time and unreasonable setups. Motivated by the practical challenges, the authors are among the first to present the IoT-enabled real-time synchronisation approaches for an automobile standard part factory with the following objectives. First, the synchronisation paradigm is proposed in terms of two dimensions, namely the Horizontal Synchronisation (HSync) for the consistency of batch production progresses within one customer order, and the Vertical Synchronisation (VSync) for the coordination between adjacent processing stages. Second, the IoT-enabled synchronisation mechanisms using rule-based heuristics and real-time production data is presented. Third, an advanced planning and scheduling (APS) system framework is developed to automatically implement the synchronisation mechanisms. Finally, the effectiveness of the synchronisation mechanisms is verified through a case study.
Original language | English |
---|---|
Pages (from-to) | 624-635 |
Number of pages | 12 |
Journal | International Journal of Computer Integrated Manufacturing |
Volume | 31 |
Issue number | 7 |
DOIs | |
Publication status | Published - 3 Jul 2018 |
Externally published | Yes |
Keywords
- advanced planning and scheduling
- Internet of Things (IoT)
- real-time scheduling
- Synchronisation
ASJC Scopus subject areas
- Aerospace Engineering
- Mechanical Engineering
- Computer Science Applications
- Electrical and Electronic Engineering