TY - GEN
T1 - An influence diagram for maintenance strategy decision making
AU - Cai, Zhiqiang
AU - Sun, Shudong
AU - Si, Shubin
AU - Yannou, Bernard
PY - 2009
Y1 - 2009
N2 - Throughout these years, with the high demand for system safety, operational efficiency and life cycle cost control, decision support systems that balance among such requests for complex system maintenance were brought forward. This paper illustrated a newly developed influence diagram decision model which integrates current states, decision actions, decision objects and cost analysis to facilitate the maintenance strategy decision making. At first, the network structure of the influence diagram is proposed. Then the conditional probabilities and the utility values of each kind of costs were elaborated. At last, the procedure for implementing maintenance decision influence diagram model was demonstrated based on a case study. With the input of current states, this model could provide the recommendations and relevant supportive information for the purpose of cost budgeting. In order to verify the model's reliability, costs from different decisions are listed for comparison.
AB - Throughout these years, with the high demand for system safety, operational efficiency and life cycle cost control, decision support systems that balance among such requests for complex system maintenance were brought forward. This paper illustrated a newly developed influence diagram decision model which integrates current states, decision actions, decision objects and cost analysis to facilitate the maintenance strategy decision making. At first, the network structure of the influence diagram is proposed. Then the conditional probabilities and the utility values of each kind of costs were elaborated. At last, the procedure for implementing maintenance decision influence diagram model was demonstrated based on a case study. With the input of current states, this model could provide the recommendations and relevant supportive information for the purpose of cost budgeting. In order to verify the model's reliability, costs from different decisions are listed for comparison.
KW - Influence diagram
KW - Maintenance decision
KW - Maintenance management
KW - Utility function
UR - http://www.scopus.com/inward/record.url?scp=70349495453&partnerID=8YFLogxK
U2 - 10.1109/IWISA.2009.5072721
DO - 10.1109/IWISA.2009.5072721
M3 - 会议稿件
AN - SCOPUS:70349495453
SN - 9781424438945
T3 - 2009 International Workshop on Intelligent Systems and Applications, ISA 2009
BT - 2009 International Workshop on Intelligent Systems and Applications, ISA 2009
T2 - 2009 International Workshop on Intelligent Systems and Applications, ISA 2009
Y2 - 23 May 2009 through 24 May 2009
ER -