指挥控制与仿真
指揮控製與倣真
지휘공제여방진
Command Control & Simulation
2015年
5期
99-103
,共5页
遗传算法%蒙特卡洛仿真%保障资源%多约束%配置优化
遺傳算法%矇特卡洛倣真%保障資源%多約束%配置優化
유전산법%몽특잡락방진%보장자원%다약속%배치우화
genetic algorithm%Monte Carlo simulation%support resources%multi-constraints%configuration optimization
保障资源的配置与维修组织的维修能力、人员编制和备件仓库储存空间密切相关,在满足约束条件的前提下如何合理地进行资源配置是完成装备可用度指标和降低保障费用的关键。针对该问题,在两级保障机构的背景下,对部件寿命和维修时间服从任意分布的复杂装备系统进行研究,采用遗传算法和蒙特卡洛仿真相结合的方法,建立了以保障费用为优化目标,使用可用度、仓库库存容量、维修人员编制等多约束条件下的保障资源配置优化模型。最后结合算例,对模型的适用性和方法的可行性进行了验证。
保障資源的配置與維脩組織的維脩能力、人員編製和備件倉庫儲存空間密切相關,在滿足約束條件的前提下如何閤理地進行資源配置是完成裝備可用度指標和降低保障費用的關鍵。針對該問題,在兩級保障機構的揹景下,對部件壽命和維脩時間服從任意分佈的複雜裝備繫統進行研究,採用遺傳算法和矇特卡洛倣真相結閤的方法,建立瞭以保障費用為優化目標,使用可用度、倉庫庫存容量、維脩人員編製等多約束條件下的保障資源配置優化模型。最後結閤算例,對模型的適用性和方法的可行性進行瞭驗證。
보장자원적배치여유수조직적유수능력、인원편제화비건창고저존공간밀절상관,재만족약속조건적전제하여하합리지진행자원배치시완성장비가용도지표화강저보장비용적관건。침대해문제,재량급보장궤구적배경하,대부건수명화유수시간복종임의분포적복잡장비계통진행연구,채용유전산법화몽특잡락방진상결합적방법,건립료이보장비용위우화목표,사용가용도、창고고존용량、유수인원편제등다약속조건하적보장자원배치우화모형。최후결합산례,대모형적괄용성화방법적가행성진행료험증。
The configuration program of support resources is closely related to the maintenance capability of maintenance or?ganizations, staff limits and the reserve space of storehouses. How to deploy resources legitimately under the multi?constraints targets is the key to reach the equipment availability index as well as reduce life cycle cost ( LCC ) . In order to solve this problem, in the context of two levels support organization, the complicated equipments is selected in which the components’ life and repair time is subject to different life distributions as research objects, under the multi?targets constraint, such as e?quipment availability, storehouse volume and maintenance stuff limits, optimization method of resources configuration is es?tablished based on genetic algorithm( GA) and Monte Carlo simulation for the optimization goal of LCC. With the given ex?ample, the calculation results and the optimization process is analyzed to validate the applicability of the model and the effec?tiveness of the method.