Application of artificial neural network for kinetic parameters prediction of biomass oxidation from biomass properties

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• 作者：Sasithorn Sunphorka^a ; ^b ; Benjapon Chalermsinsuwan^a ; ^c ; Pornpote Piumsomboon^a ; ^c ; ^{Pornpote.p@chula.ac.th}
• 关键词：Artificial neural network ; Biomass ; Kinetics ; Modeling ; Oxidation
• 刊名：Journal of the Energy Institute
• 出版年：2017
• 出版时间：February 2017
• 年：2017
• 卷：90
• 期：1
• 页码：51-61
• 全文大小：1386 K
• 卷排序：90

文摘

The correlation between biomass constituents and oxidation kinetics were proposed. Artificial neural network models were generated to predict the kinetics. 100 data of different sources were essentially selected. The relative importance of biomass constituents was evaluated.