TY - JOUR
T1 - Decision-making of reconfiguration timing for reconfigurable manufacturing systems considering functionality and capacity
AU - Wang, Guoxin
AU - Huang, Sihan
AU - Shang, Xiwen
AU - Yan, Yan
N1 - Publisher Copyright:
© 2016, Editorial Department of CIMS. All right reserved.
PY - 2016/9/1
Y1 - 2016/9/1
N2 - For the problem that reconfiguration timing decision-making of Reconfigurable Manufacturing System (RMS), a decision-making method considering machining functionality and capacity was proposed. The influencing factors of RMS dynamic complexity were identified from the machine level and cell level, and a RMS dynamic complexity quantitative model was built based on information entropy, which could be solved through the state probability of machining functionality and capacity calculation. A RMS reconfiguration timing decision model was constructed with cusp catastrophe, whose control variables were positive complexity and passive complexity. According to the cusp catastrophe mutation determination condition, RMS state mutation could be recognized, which was RMS' reconfiguration timing. A case study from a RMS shop floor of an institute was presented to validate the effectiveness and practicability of proposed method.
AB - For the problem that reconfiguration timing decision-making of Reconfigurable Manufacturing System (RMS), a decision-making method considering machining functionality and capacity was proposed. The influencing factors of RMS dynamic complexity were identified from the machine level and cell level, and a RMS dynamic complexity quantitative model was built based on information entropy, which could be solved through the state probability of machining functionality and capacity calculation. A RMS reconfiguration timing decision model was constructed with cusp catastrophe, whose control variables were positive complexity and passive complexity. According to the cusp catastrophe mutation determination condition, RMS state mutation could be recognized, which was RMS' reconfiguration timing. A case study from a RMS shop floor of an institute was presented to validate the effectiveness and practicability of proposed method.
KW - Cusp catastrophe
KW - Dynamic complexity
KW - Information entropy
KW - Reconfigurable manufacturing system
KW - Reconfiguration timing decision-making
UR - http://www.scopus.com/inward/record.url?scp=84999273747&partnerID=8YFLogxK
U2 - 10.13196/j.cims.2016.09.010
DO - 10.13196/j.cims.2016.09.010
M3 - Article
AN - SCOPUS:84999273747
SN - 1006-5911
VL - 22
SP - 2135
EP - 2144
JO - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
JF - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
IS - 9
ER -