基于CPNN的航空装备维修保障能力评估研究

摘要

Concepts and methods of aero equipment maintenance support capability are analyzed, it establishes aero equipment maintenance support capability evaluation system. Aero equipment maintenance support capability evaluation system is proposed based on Forward Counter Propagation Neural Network, by analyzing the technology of artificial neural network and the fundamental theory of Forward Counter Propagation Neural Network. Specific network models is established, it is trained and tested by using training data and test data. Research result shows that test results equal evaluation results completely, and good experimental results are obtained.%深入研究航空装备维修保障能力的概念和一般方法，建立了航空装备维修保障能力评估体系。深入分析了人工神经网络技术，全面研究了前向对向传播神经网络的基本原理，提出了基于前向对传网的航空装备维修保障能力评估模型。通过建立具体的网络模型，利用训练数据对网络进行训练，通过测试数据进行测试，研究结果表明系统评估结果和预期结果100%相同，获得了良好的实验效果。