基于Repast的航空发动机维修调度仿真系统

摘要

Multi-Agent approach are employed to schedule and simulate the aircraft engine maintenance in a highly dynamic and complex business arena. The Aero-engine Fleet Maintenance Scheduling and Simulation (AFMSS) system is described in this paper. Crucial criteria such as aircraft on ground ,turnaround time and repair line utilization analysis can be carried out by the proposed AFMSS, which are important for strategical decision-making. In addition, various engine reliability estimation algorithms can be used in AFMSS by supporting dynamic script . Numerical examples are provided to illustrate the effects of the proposed AFMSS system.%航空发动机维修是一个具有高动态性和高复杂度的商业领域。本文采用多 Agent 方法对航空发动机维修进行调度仿真。本系统可对等待维修的飞机数量、周转时间和维修生产线利用率等关键指标进行分析，从而为航空发动机维修提供可靠的决策支持。同时，本系统以动态脚本的方式支持多种发动机可靠度估计算法，增加系统的可扩展度。最后，通过多个案例验证本系统的有效性。