Application of Box-Behnken Method for Optimization and Modeling of 1,5-Benzodiazepine Production Reaction by CuFe2O4/Clinoptilolite Nanocatalyst
محورهای موضوعی : Applied Mathematics ModelingNazanin Gholamrezaeenya 1 , Kazem Mahanpoor 2 , Keivan Ghodrati 3 , Azam Majani 4 , Masoomeh Abdoli-Senejani 5
1 - Department of Chemistry, Arak Branch, Islamic Azad University, Arak, Iran
2 - Department of Chemistry, Arak Branch, Islamic Azad University, Arak, Iran
3 - IDepartment of Chemistry, Kermanshah Branch, Islamic Azad University, Kermanshah, Iran
4 - Department of Chemistry, Arak Branch, Islamic Azad University, Arak, Iran
5 - Department of Chemistry, Arak Branch, Islamic Azad University, Arak, Iran
کلید واژه: Box-Behnken, Optimization, 1, 5-Benzodiazepine, CuFe2O4/Clinoptilolite,
چکیده مقاله :
Abstract. In this study, the Box-Behnken design (BBD) was used in the response surface method (RSM) to investigate the modeling and optimization parameters in the synthesis of a 1,5-Benzodiazepine. This method was used to optimize the influencing factors in the synthesis process of this material, including the amount of nanocatalyst, temperature, and reaction time. The obtained mathematical model was analyzed by variance analysis. To determine the optimal conditions, graphs of graphic counters and response levels were used. The results showed that the amount of nanocatalyst has the greatest effect on the synthesis reaction of 1.5 Benzodiazepines. The maximum efficiency for the synthesis of the product was determined at a temperature of 283 K, the amount of CuFe2O4/Clinoptilolite = 6 grams per liter and time = 60 minutes.
Abstract. In this study, the Box-Behnken design (BBD) was used in the response surface method (RSM) to investigate the modeling and optimization parameters in the synthesis of a 1,5-Benzodiazepine. This method was used to optimize the influencing factors in the synthesis process of this material, including the amount of nanocatalyst, temperature, and reaction time. The obtained mathematical model was analyzed by variance analysis. To determine the optimal conditions, graphs of graphic counters and response levels were used. The results showed that the amount of nanocatalyst has the greatest effect on the synthesis reaction of 1.5 Benzodiazepines. The maximum efficiency for the synthesis of the product was determined at a temperature of 283 K, the amount of CuFe2O4/Clinoptilolite = 6 grams per liter and time = 60 minutes.
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