How Did the Response Surface Methodology Optimized Reaction Conditions Influence and Enhance the Catalytic Performance of Nanoprous Chitosan Immobilized Cobalt Porphyrinate

How was the catalytic performance of the title catalyst influenced and enhanced by the Response Surface Methodology optimized-reaction conditions? Based on our experimental data, the effects of the Response Surface Methodology optimized reaction conditions on the catalytic performance were investigated in this paper. The experimental results show that, the micro alterations of various reaction parameter values resulted in the micro changes of cyclohexane conversion, further causing the positive and negative effects, and resulting in the synergy or the antagonism to cyclohexane conversion. The statistic study via Response Surface Methodology showed that, (1) the size order of the effects of the parameters on cyclohexane conversion was that, the quadratic terms > the mutual interaction terms ≈ the single variable terms; (2) compared to Traditional Optimization Method, Response Surface Methodology could more quickly offer the precise optimum values of reaction conditions. In the five recycle applications of the title catalyst, on average, the catalytic activity and the catalytic efficiency were respectively increased 50% and 25% than those obtained from the Traditional Optimization Method-optimized reaction conditions; (3) compared to the other similar catalysts reported in literatures, the present catalyst was a biomimetic catalyst with the highest Turnover Frequency value ( $6.5\times 10^{5}\,\,\text{h}^{-1}$ ).

[1]  S. Sengupta,et al.  Optimization of oxidative desulfurization of thiophene using Cu/titanium silicate-1 by box-behnken design , 2011 .

[2]  Mohebbat Mohebbi,et al.  Optimization of convective drying by response surface methodology , 2019, Comput. Electron. Agric..

[3]  Alireza Nezamzadeh-Ejhieh,et al.  A p-n junction NiO-CdS nanoparticles with enhanced photocatalytic activity: A response surface methodology study , 2018 .

[4]  Su-Juan Wei,et al.  Highly Active Catalysis of Cobalt Tetrakis(pentafluorophenyl)porphyrin Promoted by Chitosan for Cyclohexane Oxidation in Response‐Surface‐Methodology‐Optimized Reaction Conditions , 2019, ChemistryOpen.

[5]  A. Vyas,et al.  Optimization of microwave-assisted biodiesel production from Papaya oil using response surface methodology , 2019, Renewable Energy.

[6]  L. Pfefferle,et al.  Statistical design and modeling of the process of methane partial oxidation using V-MCM-41 catalysts and the prediction of the formaldehyde production , 2006 .

[7]  Xiaodong Zhang,et al.  Enhanced catalytic performance for CO oxidation and preferential CO oxidation over CuO/CeO2 catalysts synthesized from metal organic framework: Effects of preparation methods , 2018, International Journal of Hydrogen Energy.

[8]  V. Mahdavi,et al.  Statistical optimization for oxidation of ethyl benzene over Co-Mn/SBA-15 catalyst by Box-Behnken design , 2013, Korean Journal of Chemical Engineering.

[9]  M. Calvete,et al.  Metalloporphyrins: Bioinspired Oxidation Catalysts , 2018, ACS Catalysis.

[10]  Yanbo Zhou,et al.  Degradation of sulfanilamide by Fenton-like reaction and optimization using response surface methodology. , 2019, Ecotoxicology and environmental safety.

[11]  C. Su,et al.  Lipase-catalyzed synthesis of biodiesel from black soldier fly (Hermetica illucens): Optimization by using response surface methodology , 2017 .

[12]  Yu Wenwen,et al.  Iron-based metalloporphyrins as efficient catalysts for aerobic oxidation of biomass derived furfural into maleic acid , 2018, Molecular Catalysis.

[13]  Mojtaba Mahyari,et al.  Cobalt porphyrin supported on N and P co-doped graphene quantum dots/graphene as an efficient photocatalyst for aerobic oxidation of alcohols under visible-light irradiation , 2018, Research on Chemical Intermediates.

[14]  Breno F. Ferreira,et al.  Mn porphyrins immobilized on non-modified and chloropropyl-functionalized mesoporous silica SBA-15 as catalysts for cyclohexane oxidation , 2016 .

[15]  Tao Chen,et al.  Statistical Modelling and Analysis of the Aerobic Oxidation of Benzyl Alcohol over K–Mn/C Catalysts , 2009 .

[16]  T. Saleh,et al.  Catalytic oxidation of cyclohexane using transition metal complexes of dithiocarbazate Schiff base , 2017 .

[17]  Lian Zhang,et al.  Artificial neural networks with response surface methodology for optimization of selective CO2 hydrogenation using K-promoted iron catalyst in a microchannel reactor , 2018 .

[18]  Suojiang Zhang,et al.  Highly Porous Metalloporphyrin Covalent Ionic Frameworks with Well-Defined Cooperative Functional Groups as Excellent Catalysts for CO2 Cycloaddition. , 2019, Chemistry.

[19]  A. Alshehri,et al.  New catalysts with dual-functionality for cyclohexane selective oxidation , 2018 .

[20]  Yao Liu,et al.  Heterogeneous biomimetic catalysis using iron porphyrin for cyclohexane oxidation promoted by chitosan , 2017 .

[21]  Suojiang Zhang,et al.  Catalysts, Process Optimization, and Kinetics for the Production of Methyl Acrylate over Vanadium Phosphorus Oxide Catalysts , 2017 .

[22]  Manganese Porphyrin immobilized on Magnetic MCM-41 nanoparticles as an efficient and reusable catalyst for alkene oxidations with sodium periodate , 2018 .

[23]  S. Rayati,et al.  The synthesis, characterization and catalytic application of manganese porphyrins bonded to novel modified SBA-15 , 2018 .

[24]  Xiaodong Zhang,et al.  Magnetic ion exchange resin for effective removal of perfluorooctanoate from water: study of a response surface methodology and adsorption performances , 2018, Environmental Science and Pollution Research.

[25]  W. A. Bakar,et al.  Response surface methodology for the optimum production of biodiesel over Cr/Ca/γ-Al2O3 catalyst: Catalytic performance and physicochemical studies , 2017 .

[26]  Huanting Wang,et al.  Study of cobalt molybdenum oxide supported on mesoporous silica for liquid phase cyclohexane oxidation , 2017, Catalysis Today.

[27]  Alireza Nezamzadeh-Ejhieh,et al.  A comprehensive study on enhancement and optimization of photocatalytic activity of ZnS and SnS2: Response Surface Methodology (RSM), n-n heterojunction, supporting and nanoparticles study , 2017 .

[28]  Satyanarayana Murty Pudi,et al.  Acetylation of Glycerol over Sulfated Alumina: Reaction Parameter Study and Optimization Using Response Surface Methodology , 2016 .

[29]  Jin Luo,et al.  Catalytic oxidation of toluene with molecular oxygen over manganese tetraphenylporphyrin supported on chitosan , 2008 .

[30]  Yun Wang,et al.  Enhanced catalytic activity of templated-double perovskite with 3D network structure for salicylic acid degradation under microwave irradiation: Insight into the catalytic mechanism , 2019, Chemical Engineering Journal.

[31]  Yong-An Guo,et al.  Effect of Mesoporous Chitosan Action and Coordination on the Catalytic Activity of Mesoporous Chitosan-Grafted Cobalt Tetrakis(p-Sulfophenyl)Porphyrin for Ethylbenzene Oxidation , 2018 .

[32]  A. Kherbeche,et al.  Co(II)-pyrophyllite as Catalyst for Phenol Oxidative Degradation: Optimization Study Using Response Surface Methodology , 2019 .

[33]  Xiaopeng Chen,et al.  LDH-derived Ni catalyst as an effective catalyst in colophony hydrogenation and process optimization using response surface methodology , 2016 .

[34]  Yao Liu,et al.  Interesting Green Catalysis of Cyclohexane Oxidation over Metal Tetrakis(4-carboxyphenyl)porphyrins Promoted by Zinc Sulfide , 2016 .

[35]  M. Sam Mannan,et al.  Experimental study of electrostatic hazard inside scrubber column using response surface methodology , 2019, Chemical Engineering Science.

[36]  F. Wypych,et al.  Unusual catalytic activity after simultaneous immobilization of two metalloporphyrins on hydrozincite/nanocrystalline anatase , 2017 .

[37]  Xiaodong Zhang,et al.  Synthesis of octahedral like Cu-BTC derivatives derived from MOF calcined under different atmosphere for application in CO oxidation , 2018 .