本文選題：復(fù)雜工件成品 + 在線檢驗　； 參考：《機(jī)床與液壓》2017年18期

【摘要】：為解決工件成品因人工檢驗分類速度慢導(dǎo)致的高速自動化生產(chǎn)線效率低下,探討了ELM算法在工件成品在線檢驗自動分類中的應(yīng)用。分析了速度失配的緣由,討論了ELM分類算法的原理與實現(xiàn)分類的流程,最后用幾種分類算法類比結(jié)果證實了該算法的高分類精度。應(yīng)用結(jié)果表明:ELM算法是一種解決高速自動化生產(chǎn)線產(chǎn)品檢驗分類的好方法。
[Abstract]:In order to solve the low efficiency of high speed automatic production line caused by the slow speed of manual inspection, the application of ELM algorithm in the automatic classification of workpiece online inspection is discussed. This paper analyzes the reason of speed mismatch, discusses the principle of ELM classification algorithm and the realization flow of classification, and finally proves the high classification accuracy by analogy of several classification algorithms. The application results show that the weight Elm algorithm is a good method to solve the problem of product inspection and classification in high speed automatic production line.
【作者單位】： 重慶理工大學(xué)計算機(jī)科學(xué)與工程學(xué)院;重慶師范大學(xué)教育學(xué)院;
【基金】：supported by higher education reform research project of Chongqing University of Technology ( No. 2015YB22) information management and information systems professional core curriculum construction fund support project of Chongqing University of Technology Doctoral Fund Project of Chongqing Normal University ( NO. 15xlb015)
【分類號】：TB497
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本文編號：1980408