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Distributed scheduling for reactive maintenance of complex systems

作     者:Wang, Chun Ghenniwa, Hamada H. Shen, Weiming 

作者机构:Univ Western Ontario Dept Elect & Comp Engn London ON N6A 5C2 Canada NRC IMTI London N6G 4X8 England 

出 版 物:《IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS》 (IEEE Trans Syst Man Cybern Pt C Appl Rev)

年 卷 期:2008年第38卷第2期

页      面:269-273页

核心收录:

主  题:distributed scheduling multiagent system reactive maintenance 

摘      要:This correspondence presents a distributed scheduling algorithm for reactive maintenance of complex systems. The algorithm uses an iterative bidding procedure to assign operations of maintenance jobs to engineers with partially overlapped skill sets. In each round, an unassigned operation is selected based on the overlapping degree of engineers skill sets on the operation and the operation s average processing time among capable engineers. Engineers availability and cost information are used to determine the winner of an assignment. The effectiveness of this approach is demonstrated through a computational study. Prototype implementation and applications to real-world domains are discussed.

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