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A Novel Online Sequential Extreme Learning Machine for Gas Utilization Ratio Prediction in Blast Furnaces

Gas utilization ratio (GUR) is an important indicator used to measure the operating status and energy consumption of blast furnaces (BFs). In this paper, we present a soft-sensor approach, i.e., a novel online sequential extreme learning machine (OS-ELM) named DU-OS-ELM, to establish a data-driven m...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Li, Yanjiao, Zhang, Sen, Yin, Yixin, Xiao, Wendong, Zhang, Jie
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2017
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5579571/
https://ncbi.nlm.nih.gov/pubmed/28796187
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s17081847
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