TY - JOUR
T1 - RFID-enabled social manufacturing system for inter-enterprise monitoring and dispatching of integrated production and transportation tasks
AU - Ding, Kai
AU - Jiang, Pingyu
AU - Su, Shilong
N1 - Publisher Copyright:
© 2017 Elsevier Ltd
PY - 2018/2
Y1 - 2018/2
N2 - In today's manufacturing environment, manufacturers need to handle unprecedented and diverse customer requirements swiftly. An efficient way is to collaborate with various stakeholders such as micro-/small-/medium-sized enterprises, factories, workshops, logistics service providers, public warehouse providers, and even individuals, forming a social media-based community. The vital factor to enable this way is the efficient real-time monitoring and dynamic dispatching of inter-enterprise production and transportation tasks. This work deals with the social manufacturing trend and proposes an radio frequency identification-enabled social manufacturing system (RFID-SMS) to realize the real-time monitoring and dispatching of inter-enterprise production and transportation tasks. Firstly, RFID devices are systematically deployed in each enterprise's job-shops and transportation vehicles to collect real-time production and transportation data. Then, these data is processed to monitor task progress and states, which is helpful to manage the inter-enterprise production processes. To deal with the unexpected disturbances, dynamic dispatching decisions for inter-enterprise production and transportation tasks are made by the manufacturer to win high flexibility and efficiency. Furthermore, a prototype is developed and a case is implemented in a printing machinery company, and the feasibility of the proposed system and models are evaluated by the practical industrial data from the company. It shows that RFID-SMS can improve the inter-enterprise production transparency under mass individualization.
AB - In today's manufacturing environment, manufacturers need to handle unprecedented and diverse customer requirements swiftly. An efficient way is to collaborate with various stakeholders such as micro-/small-/medium-sized enterprises, factories, workshops, logistics service providers, public warehouse providers, and even individuals, forming a social media-based community. The vital factor to enable this way is the efficient real-time monitoring and dynamic dispatching of inter-enterprise production and transportation tasks. This work deals with the social manufacturing trend and proposes an radio frequency identification-enabled social manufacturing system (RFID-SMS) to realize the real-time monitoring and dispatching of inter-enterprise production and transportation tasks. Firstly, RFID devices are systematically deployed in each enterprise's job-shops and transportation vehicles to collect real-time production and transportation data. Then, these data is processed to monitor task progress and states, which is helpful to manage the inter-enterprise production processes. To deal with the unexpected disturbances, dynamic dispatching decisions for inter-enterprise production and transportation tasks are made by the manufacturer to win high flexibility and efficiency. Furthermore, a prototype is developed and a case is implemented in a printing machinery company, and the feasibility of the proposed system and models are evaluated by the practical industrial data from the company. It shows that RFID-SMS can improve the inter-enterprise production transparency under mass individualization.
KW - Dispatching
KW - Integrated production and transportation
KW - Monitoring
KW - RFID
KW - Social manufacturing
KW - Social media
UR - https://www.scopus.com/pages/publications/85021404286
U2 - 10.1016/j.rcim.2017.06.009
DO - 10.1016/j.rcim.2017.06.009
M3 - 文章
AN - SCOPUS:85021404286
SN - 0736-5845
VL - 49
SP - 120
EP - 133
JO - Robotics and Computer-Integrated Manufacturing
JF - Robotics and Computer-Integrated Manufacturing
ER -