飞机设计
飛機設計
비궤설계
AIRCRAFT DESIGN
2011年
3期
63-65,70
,共4页
李晓宇%王新阁%黄勇%张磊
李曉宇%王新閣%黃勇%張磊
리효우%왕신각%황용%장뢰
BP神经网络%战时装备维修保障%评估
BP神經網絡%戰時裝備維脩保障%評估
BP신경망락%전시장비유수보장%평고
BP neural network%equipment maintenance support in wartime%evaluation
介绍了神经网络的概念,阐述了BP神经网络的基本原理与方法,在系统分析战时装备维修保障系统的基础上构建了战时装备维修保障系统能力评估指标,设计了BP神经网络模型,通过Matlab仿真软件对结果进行计算分析表明,BP神经网络具有很强的解决非线性问题能力,适用于战时装备维修保障能力评估。
介紹瞭神經網絡的概唸,闡述瞭BP神經網絡的基本原理與方法,在繫統分析戰時裝備維脩保障繫統的基礎上構建瞭戰時裝備維脩保障繫統能力評估指標,設計瞭BP神經網絡模型,通過Matlab倣真軟件對結果進行計算分析錶明,BP神經網絡具有很彊的解決非線性問題能力,適用于戰時裝備維脩保障能力評估。
개소료신경망락적개념,천술료BP신경망락적기본원리여방법,재계통분석전시장비유수보장계통적기출상구건료전시장비유수보장계통능력평고지표,설계료BP신경망락모형,통과Matlab방진연건대결과진행계산분석표명,BP신경망락구유흔강적해결비선성문제능력,괄용우전시장비유수보장능력평고。
Firstly,the basic principle and method of BP neural network are introduced in this paper,and an evaluation index system about the maintenance support capability in wartime is constructed based on influence factor analysis.Then the paper designs a neural network model about the maintenance support capability.The result is calculated and analyzed by using simulation software MATLAB.It is proved that the BP neural network can well resolve a complex nonlinearity relation problem and be suit to analyze and evaluate the inherent ability of equipment support in wartime.
