期刊
RSC ADVANCES
卷 6, 期 61, 页码 55778-55785出版社
ROYAL SOC CHEMISTRY
DOI: 10.1039/c6ra10499a
关键词
-
资金
- Behran Oil Company of Furfural Factory in Iran
- Islamic Azad University, Science and Research Branch
Furfural is a poisonous, flammable compound that is widely used in the chemical industry. The main raw materials for producing furfural are pentosan-rich plant components such as bagasse. In this study, furfural was produced in a pilot plant using sulfuric acid as a catalyst and an inorganic salt (NaHSO4) as a promoter. The resulting furfural product was experimentally measured and reported in the presence of NaCl + H2SO4 or H2SO4, which were used as reaction catalysts. The obtained results show that H2SO4 plus NaHSO4 is more effective for producing furfural than the other catalysts investigated. Furthermore, a three-layer feed-forward neural network analysis was applied to predict furfural production from the reactor. It was observed that the neural network systems could effectively predict the experimental results. The model for 385 experimental data under various conditions resulted in a squared correlation coefficient of 0.959 and a mean square error of approximately 10% for this analysis.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据