In order to solve the problem of low efficiency of high speed automatic production line caused by the slow classification of the work-piece finished products, the paper explored the application of ELM algorithm in automatic classification of work-piece finished products. This paper analyzed the reason for the speed mismatch,discussed the principle of ELM classification algorithm and its classification implementation flowchart, and finally, by means of analogical results of several classification algorithms, confirmed the high classification accuracy of the ELM algorithm. Application results show that ELM algorithm is a good way to solve the problem of product inspection and classification in high speed automatic production line.
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巫茜,杨小义.基于ELM算法的复杂工件成品在线检验自动分类方法[J].机床与液压,2017,45(18):86-90. . Automatic classification method based on ELM algorithm for on-line inspection of complex work-piece finished product[J]. Machine Tool & Hydraulics,2017,45(18):86-90