Extracting control variables of casting processes with NMF and rule extraction

M. Xarez, P. Weiderer,A.M. Tomé,Elmar W. Lang

Expert Systems with Applications（2021）

引用 1|浏览11

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摘要

•Temperate time series profiles from casting processes via Non-Negative matrix factorization•Rule extraction from NMF results in reduced dimensional data spaces.•Rules evaluate the physical meaning of the temperature profiles.•Interpretable rules assist operators during casting processes.

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关键词

Non-negative matrix factorization (NMF),Rule extraction,Interpretability,Industrial process monitoring

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