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

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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Publication Details

Journal
Industrial & Engineering Chemistry Research
Published
2024-10-31
DOI
https://doi.org/10.1021/acs.iecr.4c03096
Citations
4
Primary Topic
Conducting polymers and applications
Type
article
Field-Weighted Citation Impact
0.67

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article

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

Xu Ji, Xinyu Zheng, Zehua Ren, Lei Zhang et al.
4 citations
Industrial & Engineering Chemistry Research
Conducting polymers and applications
0.67
article

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

Xu Ji, Xinyu Zheng, Zehua Ren, Lei Zhang, Shiyang Chai, Li Zhou, Sibei Ji
article en
4 citations

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.

Industrial & Engineering Chemistry ResearchVol. 63(45)
Sichuan University (CN), Dalian University of Technology (CN)
National Natural Science Foundation of China, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 37%
Conducting polymers and applications
0.67
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Computer-Aided Silicone Rubber Polymer Design Based on Connectivity Index and Molecular Dynamics Methods — Xu Ji, Xinyu Zheng, et al. · Industrial & Engineering Chemistry Research (2024) | TGRS Research Map | TGRS