支持向量机在航空装备维修保障能力评估的应用

维修保障能力评估工作不仅是航空装备管理的一项重要内容,也是保证航空装备维修质量与可靠性的一个重要内容。但是维修保障能力评估中精确样本的获得十分困难,针对维修故障能力评估样本较少,建模不准确的问题,本文提出了应用支持向量机(SVM)对航空装备维修保障能力评估系统进行建模,仿真结果验证了本文方法的有效性。

The maintain support capabilities appraisal work is not only an important aviation＇s equipment management content, it is also guarantees the aviation＇s equipment service quality and a important reliable content. But the precise sample obtains very difficultly in the maintain support capabilities appraisal, Aim at the few of the appraisal sample and the inaccurate modeling, this article proposed advances the modeling using support vector machines （SVM） to the aviation＇s equipment service support capabilities appraisal system, the simulation result has confirmed this article method the validity.