TY - GEN
T1 - Time dynamic mission reliability modeling of multi-state manufacturing systems based on universal generating function
AU - Gao, K. J.
AU - Gu, C. C.
AU - He, Y. H.
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/7/2
Y1 - 2017/7/2
N2 - Existing studies on reliability modeling of manufacturing systems pay more attention to the basic reliability of component, while ignoring the output and input characteristics of the manufacturing system, which cannot provide the prerequisite to implement condition-based maintenance of complex manufacturing system from a system-based view. In order to resolve this dilemma, a novel method of time dynamic mission reliability modeling of multi-state manufacturing system is proposed in this paper. First, the connotation of mission reliability of the manufacturing system is given from the viewpoint of system engineering. Second, the equipment performance is represented based on the theory of multi-state. Third, the mission reliability modeling method based on the combination of performance degradation and universal generating function (UGF) is proposed. Finally, a case study is conducted to illustrate the effectiveness of the proposed method.
AB - Existing studies on reliability modeling of manufacturing systems pay more attention to the basic reliability of component, while ignoring the output and input characteristics of the manufacturing system, which cannot provide the prerequisite to implement condition-based maintenance of complex manufacturing system from a system-based view. In order to resolve this dilemma, a novel method of time dynamic mission reliability modeling of multi-state manufacturing system is proposed in this paper. First, the connotation of mission reliability of the manufacturing system is given from the viewpoint of system engineering. Second, the equipment performance is represented based on the theory of multi-state. Third, the mission reliability modeling method based on the combination of performance degradation and universal generating function (UGF) is proposed. Finally, a case study is conducted to illustrate the effectiveness of the proposed method.
KW - Multi-state manufacturing system
KW - mission reliability modeling
KW - universal generating function
UR - https://www.scopus.com/pages/publications/85045276023
U2 - 10.1109/IEEM.2017.8289969
DO - 10.1109/IEEM.2017.8289969
M3 - 会议稿件
AN - SCOPUS:85045276023
T3 - IEEE International Conference on Industrial Engineering and Engineering Management
SP - 639
EP - 643
BT - 2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017
PB - IEEE Computer Society
T2 - 2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017
Y2 - 10 December 2017 through 13 December 2017
ER -