Hierarchical batch-to-batch optimization of cobalt oxalate synthesis process based on data-driven model

[Display omitted] •A hierarchical batch-to-batch optimization method is proposed to optimize the synthesis process.•DODE is used to generate the dataset for response surface model building.•The response surface model based MA strategy is firstly used at the upper level.•Self-tuning batch-to-batch op...

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Veröffentlicht in:	Chemical engineering research & design 2019-04, Vol.144, p.185-197
Hauptverfasser:	Jia, Runda, Mao, Zhizhong, He, Dakuo, Chu, Fei
Format:	Artikel
Sprache:	eng
Schlagworte:	Batch processes Chemical synthesis Cobalt Cobalt oxalate synthesis process Cobalt oxalates Computer simulation Data-driven model Hierarchical batch-to-batch optimization Metallurgy Optimization Response surface methodology Simulation
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