TY - JOUR
T1 - Decision-making of feature operation chain considering processing requirements and manufacturing stability
AU - Li, Chunlei
AU - Mo, Rong
AU - Chang, Zhiyong
AU - Yang, Haicheng
AU - Wan, Neng
AU - Zhang, Dongliang
N1 - Publisher Copyright:
© 2016, Springer-Verlag London.
PY - 2016/11/1
Y1 - 2016/11/1
N2 - Existing decision-making methods for selection of feature operation chains normally only consider the processing requirements and neglect the impacts of the selected feature operation chain on the production line of the enterprise. As a result, the newly inserted manufacturing task may lead to a decrease in the manufacturing stability, which increases the malfunction probability of some machines and reduces production efficiency simultaneously. To solve this problem, a decision-making method for feature operation chain selection considering processing requirements and manufacturing stability is presented. The proposed method explores the factors affecting selection of a feature operation chain and develops a fuzzy comprehensive evaluation model of feature operation chain selection using hole feature as an example, thus realizing the selection of possible feature operation chains based on processing requirements. The method further applies a complex network theory to build an enterprise manufacturing network model, analyzes the manufacturing network stability, and then evaluates potential feature operation chains using a network stability index. Experimental results show that the proposed method is feasible and effective.
AB - Existing decision-making methods for selection of feature operation chains normally only consider the processing requirements and neglect the impacts of the selected feature operation chain on the production line of the enterprise. As a result, the newly inserted manufacturing task may lead to a decrease in the manufacturing stability, which increases the malfunction probability of some machines and reduces production efficiency simultaneously. To solve this problem, a decision-making method for feature operation chain selection considering processing requirements and manufacturing stability is presented. The proposed method explores the factors affecting selection of a feature operation chain and develops a fuzzy comprehensive evaluation model of feature operation chain selection using hole feature as an example, thus realizing the selection of possible feature operation chains based on processing requirements. The method further applies a complex network theory to build an enterprise manufacturing network model, analyzes the manufacturing network stability, and then evaluates potential feature operation chains using a network stability index. Experimental results show that the proposed method is feasible and effective.
KW - Feature operation chain
KW - Fuzzy comprehensive evaluation
KW - Machining feature
KW - Manufacturing stability
UR - http://www.scopus.com/inward/record.url?scp=84960357833&partnerID=8YFLogxK
U2 - 10.1007/s00170-016-8578-4
DO - 10.1007/s00170-016-8578-4
M3 - 文章
AN - SCOPUS:84960357833
SN - 0268-3768
VL - 87
SP - 1725
EP - 1737
JO - International Journal of Advanced Manufacturing Technology
JF - International Journal of Advanced Manufacturing Technology
IS - 5-8
ER -