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Modeling and Optimization of Catalytic Dehydration of Ethanol to Ethylene Using Central Composite Design 被引量:1

Modeling and Optimization of Catalytic Dehydration of Ethanol to Ethylene Using Central Composite Design
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摘要 The central composite design in the modeling and optimization of catalytic dehydration of ethanol to ethylene was performed to improve the ethylene yield.A total of 20 experiments at random were conducted to investigate the effect of reaction temperature,Si/Al ratios of H-ZSM-5 catalyst and liquid hourly space velocity(LHSV) on the ethylene yield.The results show that the relationship between ethylene yield and the three significant independent variables can be approximated by a nonlinear polynomial model,with R-squared of 99.9%and adjusted R-squared of 99.8%.The maximal response for ethylene yield is 93.4%under the optimal condition of 328 ℃,Si/Al ratio 85,and LHSV 3.8 h-1. The central composite design in the modeling and optimization of catalytic dehydration of ethanol to ethylene was performed to improve the ethylene yield. A total of 20 experiments at random were conducted to investigate the effect of reaction temperature, Si/Al ratios of H-ZSM-5 catalyst and liquid hourly space velocity (LHSV) on the ethylene yield. The results show that the relationship between ethylene yield and the three significant independent variables can be approximated by a nonlinear polynomial model, with R-squared of 99.9% and adjusted R-squared of 99.8%. The maximal response for ethylene yield is 93.4% under the optimal condition of 328℃, Si/Al ratio 85, and LHSV 3.8 h^-1.
出处 《Transactions of Tianjin University》 EI CAS 2009年第5期366-370,共5页 天津大学学报(英文版)
基金 Supported by National Natural Science Foundation of China(No.70671072)
关键词 中心组合设计 乙烯收率 乙醇脱水 催化脱水 优化 建模 反应温度 多项式模型 central composite design catalytic dehydration of ethanol ethylene yield modeling optimization
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