基于红外热成像与集成SVM的航空器电子板卡故障检测

Aircraft Electronic Board Fault Detection Based on Infrared Thermal Imaging and Integrated SVM

中文关键词:  红外热成像  航空器电子板卡  故障诊断  支持向量机

英文关键词:infrared thermal imaging  aircraft electronic board  fault diagnosis  support vector machine

中文摘要:

      针对目前航空器电子板卡逐渐走向小型化、高度集成化的现状，提出一种基于改进的集成支持向量机LIBSVM的电路板红外热像成像故障诊断系统。通过对两块空客A330辅助动力装置(APU)中的微处理器印刷电路板(microprocessor PWB assembly A3)同时监测并采集温度数据，经过分类识别系统对升温过程进行匹配，能够更加准确、迅速地完成故障定位，节省了时间和成本，且易于掌握。

英文摘要:

      In view of the current status of aircraft electronic board gradually tends to be small and highly integrated,an infrared thermal imaging circuit board fault diagnosis system based on integrated support vector machine LIBSVM is designed and implemented.The two circuit boards(microprocessor PWB assembly A3)mounted on the Airbus A330 auxiliary power unit (APU)are monitored at the same time.The collected temperature data are used to match the temperature rising process through classification and recognition system.The experimental results show that the diagnosis system can be more acculately and quickly complete the fault location while saving time and cost,and easy to grasp.