关键词: 装配工艺过程重用, 核函数, 多核学习, 飞机装配

Abstract: To maximize the historical process reuse and improve the efficiency of process design,the assembly process reuse problem was researched,and a multiple kernel learning method was proposed.In this method,the features were obtained directly with kernel functions included process name,process number,process designer and assembly parts list.Through defining multiple kernel functions,the reusability of assembly process were measured with different perspective,and the multiple kernel combination parameters were optimized by using process outline file for guidance.Experimental results on 47 828 aircraft assembly processes showed that the multiple kernel learning method could effectively select and sort the process files,and could ensure the results of higher ranking with higher reusability.The reuse ratio of Top1 result could reach 0.3811.The effectiveness of information such as the process naming and cognition rule,the enterprise process document management rule and the design task assignment principle in the process reuse of assembly process was proved.

Key words: assembly process reuse, kernel function, multiple kernel learning, aincraft assembly