TY - JOUR
T1 - Real-time scheduling for hybrid flowshop in ubiquitous manufacturing environment
AU - Luo, Hao
AU - Fang, Ji
AU - Huang, George Q.
N1 - Funding Information:
This project is supported by National Natural Science Foundation of China (Grant No. 51305376 ) and The University of Hong Kong Small project Fund ( 201209176052 ).
Publisher Copyright:
© 2014 Elsevier Ltd.
PY - 2015/6/1
Y1 - 2015/6/1
N2 - This paper discusses the implementation of RFID technologies, which enable the shop floor visibility and reduce uncertainties in the real-time scheduling for hybrid flowshop (HFS) production. In the real-time HFS environment, the arriving of new jobs is dynamic, while the processes in work stages are not continuous. The decision makers in shop floor level and stage level have different objectives. Therefore, classical off-line HFS scheduling approaches cannot be used under these situations. In this research, two major measures are taken to deal with these specific real-time features. Firstly, a ubiquitous manufacturing (UM) environment is created by deploying advanced wireless devices into value-adding points for the collection and synchronization of real-time shop floor data. Secondly, a multi-period hierarchical scheduling (MPHS) mechanism is developed to divide the planning time horizon into multiple shorter periods. The shop floor manager and stage managers can hierarchically make decisions for their own objectives. Finally, the proposed MPHS mechanism is illustrated by a numerical case study.
AB - This paper discusses the implementation of RFID technologies, which enable the shop floor visibility and reduce uncertainties in the real-time scheduling for hybrid flowshop (HFS) production. In the real-time HFS environment, the arriving of new jobs is dynamic, while the processes in work stages are not continuous. The decision makers in shop floor level and stage level have different objectives. Therefore, classical off-line HFS scheduling approaches cannot be used under these situations. In this research, two major measures are taken to deal with these specific real-time features. Firstly, a ubiquitous manufacturing (UM) environment is created by deploying advanced wireless devices into value-adding points for the collection and synchronization of real-time shop floor data. Secondly, a multi-period hierarchical scheduling (MPHS) mechanism is developed to divide the planning time horizon into multiple shorter periods. The shop floor manager and stage managers can hierarchically make decisions for their own objectives. Finally, the proposed MPHS mechanism is illustrated by a numerical case study.
KW - Hybrid flowshop
KW - Real-time scheduling
KW - Ubiquitous manufacturing
UR - http://www.scopus.com/inward/record.url?scp=84939983767&partnerID=8YFLogxK
U2 - 10.1016/j.cie.2014.09.019
DO - 10.1016/j.cie.2014.09.019
M3 - Journal article
AN - SCOPUS:84939983767
SN - 0360-8352
VL - 84
SP - 12
EP - 23
JO - Computers and Industrial Engineering
JF - Computers and Industrial Engineering
ER -