Computer-Aided Silicone Rubber Polymer Design Based on Connectivity Index and Molecular Dynamics Methods

IF 3.8 3区 工程技术 Q2 ENGINEERING, CHEMICAL Industrial & Engineering Chemistry Research Pub Date : 2024-10-31 DOI:10.1021/acs.iecr.4c0309610.1021/acs.iecr.4c03096
Zehua Ren, Sibei Ji, Xinyu Zheng, Li Zhou, Shiyang Chai*, Lei Zhang and Xu Ji, 
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Abstract

Silicone rubber is an important cushioning material in the aerospace industry. Currently, most silicone rubber materials are obtained through trial-and-error experiments, which are time-consuming and expensive. In this paper, a computer-aided molecular design (CAMD) framework based on connectivity index and molecular dynamics methods is proposed for the design of silicone rubber polymers. First, the product needs of the silicone rubber polymer are identified and converted into corresponding physical and chemical properties. Then, the silicone rubber polymer design problem is formulated as a model with evaluation criteria, structure constraints, and property constraints, in which the evaluation criteria are determined using the analytic hierarchy process. Subsequently, the established model is solved through the decomposition-based algorithm. Finally, a case study of the silicone rubber polymer is analyzed with the degree of polymerization and cross-linking density as structure variables to demonstrate the application of the CAMD framework.

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基于连接指数和分子动力学方法的计算机辅助硅橡胶聚合物设计
硅橡胶是航空航天工业中一种重要的缓冲材料。目前,大多数硅橡胶材料都是通过试错实验获得的,既费时又费钱。本文提出了一种基于连通性指数和分子动力学方法的计算机辅助分子设计(CAMD)框架,用于硅橡胶聚合物的设计。首先,确定硅橡胶聚合物的产品需求,并将其转化为相应的物理和化学特性。然后,将硅橡胶聚合物设计问题表述为一个包含评价标准、结构约束和性能约束的模型,其中评价标准采用层次分析法确定。随后,通过基于分解的算法对建立的模型进行求解。最后,以聚合度和交联密度作为结构变量,对硅橡胶聚合物进行了案例分析,以展示 CAMD 框架的应用。
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来源期刊
Industrial & Engineering Chemistry Research
Industrial & Engineering Chemistry Research 工程技术-工程:化工
CiteScore
7.40
自引率
7.10%
发文量
1467
审稿时长
2.8 months
期刊介绍: ndustrial & Engineering Chemistry, with variations in title and format, has been published since 1909 by the American Chemical Society. Industrial & Engineering Chemistry Research is a weekly publication that reports industrial and academic research in the broad fields of applied chemistry and chemical engineering with special focus on fundamentals, processes, and products.
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