Camargo Sâmique K C Araujo, Batagin-Neto Augusto, Ventorim Gustavo, Camargo Bruno S, Vieira Fábio H A, Araújo Cristiane K C, Araújo Camilla K C
School of Engineering and Sciences, Engineering Graduate Program, São Paulo State University (UNESP), Guaratinguetá, São Paulo, 12516-410, Brazil.
Institute of Sciences and Engineering, São Paulo State University (UNESP), Itapeva, São Paulo, 18409-010, Brazil.
J Mol Model. 2024 Sep 20;30(10):343. doi: 10.1007/s00894-024-06141-6.
The production of bioethanol from renewable raw materials is a decisive factor in the economic development of many countries. However, the complexity of the processes and the numerous experimental variables involved require a deeper understanding of the chemical reactions that take place during bioethanol production to define optimal parameters. Here, we have employed density functional theory-based calculations to investigate the local reactivity of oligomeric systems by considering crystalline and amorphous cellulose models to better understand some details regarding pulp pretreatment processes. Our results evidence a higher chemical susceptibility of amorphous portions of cellulose to chemicals typically employed in acid hydrolysis. Additionally, we observed that glucose monomers coming from cellulose hydrolysis may undergo oxidation, leading to the formation of byproducts such as hydroxymethylfurfural (HMF), acetic acid, formic acid, and levulinic acid. The analysis of local chemical softness indexes indicated that cellulose hydrolysis may be associated with intermediate chemical steps. Finally, we investigated the influence of distinct solvents (dielectric constants) on the local reactivity of the systems, evidencing a relevant role of the solvent dielectric constant for cellulose degradation in glucose.
Initial three-dimensional structures were constructed. Pre-optimizations were performed in a Hartree-Fock (HF) approach employing the PM7 semi-empirical hamiltonian. The structures were then re-optimized via density functional theory (DFT). The local reactivity study of the systems was conducted through the condensed-to-atoms Fukui indexes (CAFI). Systematic changes of the dielectric constants were also considered in geometry optimization and CAFI calculations to estimate the influence of solvents on the reactivity of the systems.
利用可再生原料生产生物乙醇是许多国家经济发展的决定性因素。然而,该过程的复杂性以及所涉及的众多实验变量要求我们更深入地了解生物乙醇生产过程中发生的化学反应,以确定最佳参数。在此,我们采用基于密度泛函理论的计算方法,通过考虑结晶和无定形纤维素模型来研究低聚物体系的局部反应性,以便更好地理解纸浆预处理过程的一些细节。我们的结果表明,纤维素的无定形部分对酸水解中常用的化学物质具有更高的化学敏感性。此外,我们观察到纤维素水解产生的葡萄糖单体可能会发生氧化,导致形成羟甲基糠醛(HMF)、乙酸、甲酸和乙酰丙酸等副产物。局部化学软度指数分析表明,纤维素水解可能与中间化学步骤有关。最后,我们研究了不同溶剂(介电常数)对体系局部反应性的影响,证明了溶剂介电常数对纤维素降解为葡萄糖具有重要作用。
构建初始三维结构。采用PM7半经验哈密顿量在Hartree-Fock(HF)方法中进行预优化。然后通过密度泛函理论(DFT)对结构进行重新优化。通过凝聚到原子的福井指数(CAFI)对体系进行局部反应性研究。在几何优化和CAFI计算中还考虑了介电常数的系统变化,以估计溶剂对体系反应性的影响。