TY - JOUR
T1 - Dynamic Modeling and Analysis of Bernoulli Production Lines With Small-Lot Orders and Product Quality Problems
AU - Ma, Chiye
AU - Jia, Zhiyang
AU - Zhang, Jianchao
AU - Duan, Minghao
AU - Wang, Wei
N1 - Publisher Copyright:
© 2005-2012 IEEE.
PY - 2024
Y1 - 2024
N2 - Customized production is becoming prevalent under smart manufacturing environment. With the increasing high standards from customers, products with satisfied quality are required. However, during some flexible machining processes, defective parts are produced occasionally. In the meanwhile, customized orders (commonly in small-lot) of parts having no defects are desired to be finished within lead times. Dynamic modeling and analysis are required since customized production cannot always reach steady state. Therefore, we investigate the problem in this article. Practical issues, such as unreliable machines and finite buffers are also taken into account. Specifically, a novel building block-based dynamic modeling and analysis method is proposed. The proposed method is validated to have a precise performance measures prediction effect, as well as an efficient computational performance.
AB - Customized production is becoming prevalent under smart manufacturing environment. With the increasing high standards from customers, products with satisfied quality are required. However, during some flexible machining processes, defective parts are produced occasionally. In the meanwhile, customized orders (commonly in small-lot) of parts having no defects are desired to be finished within lead times. Dynamic modeling and analysis are required since customized production cannot always reach steady state. Therefore, we investigate the problem in this article. Practical issues, such as unreliable machines and finite buffers are also taken into account. Specifically, a novel building block-based dynamic modeling and analysis method is proposed. The proposed method is validated to have a precise performance measures prediction effect, as well as an efficient computational performance.
KW - Bernoulli machine
KW - dynamic modeling
KW - flexible production
KW - manufacturing system
KW - performance evaluation
UR - http://www.scopus.com/inward/record.url?scp=85205439982&partnerID=8YFLogxK
U2 - 10.1109/TII.2024.3452196
DO - 10.1109/TII.2024.3452196
M3 - Article
AN - SCOPUS:85205439982
SN - 1551-3203
JO - IEEE Transactions on Industrial Informatics
JF - IEEE Transactions on Industrial Informatics
ER -