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A multi-agent based intelligent configuration method for aircraft fleet maintenance personnel

查看全文 作  者:Feng [1]Qiang;Li [1]Songjie;Sun [1]Bo 高影响力作者 机构地区:[1]School of Reliability and Systems Engineering, Beihang University高影响力机构 出  处:《Chinese Journal of Aeronautics》索引2014年第27卷第2期,共11页高影响力期刊 摘  要:A multi-agent based fleet maintenance personnel configuration method is proposed to solve the mission oriented aircraft fleet maintenance personnel configuration problem. The maintenance process of an aircraft fleet is analyzed first. In the process each aircraft contains multiple parts, and different parts are repaired by personnel with different majors and levels. The factors and their relationship involved in the process of maintenance are analyzed and discussed. Then the whole maintenance process is described as a 3-layer multi-agent system(MAS) model. A communication and reasoning strategy among the agents is put forward. A fleet maintenance personnel configuration algorithm is proposed based on contract net protocol(CNP). Finally, a fleet of 10 aircraft is studied for verification purposes. A mission type with 3 waves of continuous dispatch is imaged. Compared with the traditional methods that can just provide configuration results, the proposed method can provide optimal maintenance strategies as well. 关 键 词:多AGENT 多智能体系统 维修人员 配置方法 飞机 维护过程 合同网协议 配置问题
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