Research on Data Mining Technology in IMA Safety Analysis
This study aims at the following problems brought by avionics system integration: failure spread caused by resource integration,failure implication and chaos resulted from function information fusion,and the difficulty in diagnosing the failure and expansion of failure damages triggered by mission synthesis.In this paper,we analyze the key problems of IMA system safety and take resource integration safety,function information fusion,and mission synthesis as the major objects of study to construct resource integration safety model,function information fusion safety model,and mission synthesis safety model and adopt data mining technology to set up knowledge transmission relationship among layers so as to reach safety management for top-layer mission execution in accordance with resource-layer safety data support.
Safety IMA Data mining
Miao Wang Lihua Zhang Qingfan Gu Guoqing Wang
Science and Technology on Avionics Integration Laboratory, Guiping Road 432, Shanghai 200233, China; Science and Technology on Avionics Integration Laboratory, Guiping Road 432, Shanghai 200233, China; China National Aeronautical Radio Electronics Research Institute, Guiping Road 432, Shanghai 200233, Science and Technology on Avionics Integration Laboratory, Guiping Road 432, Shanghai 200233, China;
国际会议
西安
英文
95-108
2013-11-25（万方平台首次上网日期，不代表论文的发表时间）