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Bi G, Xiao B, Lin Y, Yan S, Li S, Tang Y, He G. Modeling and Optimization of the Creep Behavior of Multicomponent Copolymer Nanocomposites. SENSORS (BASEL, SWITZERLAND) 2023; 23:1190. [PMID: 36772229 PMCID: PMC9920468 DOI: 10.3390/s23031190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 12/21/2022] [Accepted: 01/11/2023] [Indexed: 06/18/2023]
Abstract
Polymer creep can significantly reduce the safety and dependability of composite applications, restricting their development and use in additional fields. In this study, single-factor and multi-factor analysis techniques were employed to systematically explore the impacts of nickel powder and graphene on the resistive creep of sensing units. The creep model between the rate of resistance changes and the pressure was established, and the material ratio was optimized to obtain a high creep resistance. The results demonstrated that the creep resistance was best when the filling particle was 10 wt.% and the ratio of nickel powder to graphene was 4:21, which was approximately 60% and 45% lower than the filling alone and the composite filling before optimization, respectively; the R2 of the theoretical value of the resistance creep model and the experimental value of the creep before and after optimization was 0.9736 and 0.9812, indicating that the resistance creep model was highly accurate. Consequently, the addition of filler particles with acceptable proportions, varied shapes, and different characteristics to polymers can effectively reduce polymer creep and has significant potential for the manufacture of sensing units for tactile sensors.
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Affiliation(s)
- Gangping Bi
- Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- College of Mechanical Engineering, Chongqing University of Technology, Chongqing 400054, China
- Chongqing Key Laboratory of Artificial Intelligence and Service Robot Control Technology, Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
| | - Bowen Xiao
- Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing Key Laboratory of Artificial Intelligence and Service Robot Control Technology, Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- College of Artificial Intelligence, Chongqing School, University of Chinese Academy of Sciences, Chongqing 400020, China
| | - Yuanchang Lin
- Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing Key Laboratory of Artificial Intelligence and Service Robot Control Technology, Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
| | - Shaoqiu Yan
- Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- College of Mechanical Engineering, Chongqing University of Technology, Chongqing 400054, China
- Chongqing Key Laboratory of Artificial Intelligence and Service Robot Control Technology, Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
| | - Shuge Li
- Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing Key Laboratory of Artificial Intelligence and Service Robot Control Technology, Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- College of Artificial Intelligence, Chongqing School, University of Chinese Academy of Sciences, Chongqing 400020, China
| | - Ying Tang
- Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- College of Mechanical Engineering, Chongqing University of Technology, Chongqing 400054, China
- Chongqing Key Laboratory of Artificial Intelligence and Service Robot Control Technology, Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
| | - Guotian He
- Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing Key Laboratory of Artificial Intelligence and Service Robot Control Technology, Chongqing Institute of Green Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
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Jia C, Liao X, Zhu J, An Z, Yang Q, Li G. Effective enhancement of the creep resistance in isotactic polypropylene by elevated concentrations of DMDBS. RSC Adv 2016. [DOI: 10.1039/c6ra18761g] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
We present a method to improve the creep resistance of nucleated PP (polypropylene) by changing the crystalline structure.
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Affiliation(s)
- Chenfei Jia
- College of Polymer Science and Engineering
- State Key Laboratory of Polymer Materials Engineering
- Sichuan University
- Chengdu
- China
| | - Xia Liao
- College of Polymer Science and Engineering
- State Key Laboratory of Polymer Materials Engineering
- Sichuan University
- Chengdu
- China
| | - Jingjun Zhu
- Key Laboratory of Radiation Physics and Technology of Ministry of Education
- Institute of Nuclear Science and Technology
- Sichuan University
- Chengdu
- China
| | - Zhu An
- Key Laboratory of Radiation Physics and Technology of Ministry of Education
- Institute of Nuclear Science and Technology
- Sichuan University
- Chengdu
- China
| | - Qi Yang
- College of Polymer Science and Engineering
- State Key Laboratory of Polymer Materials Engineering
- Sichuan University
- Chengdu
- China
| | - Guangxian Li
- College of Polymer Science and Engineering
- State Key Laboratory of Polymer Materials Engineering
- Sichuan University
- Chengdu
- China
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3
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Wang M, He X, Xiong Q, Jing R, Zhang Y, Wen Z, Kuang Q, Pu X, Li M, Xu T. A facile strategy applied to simultaneous qualitative-detection on multiple components of mixture samples: a joint study of infrared spectroscopy and multi-label algorithms on PBX explosives. RSC Adv 2016. [DOI: 10.1039/c5ra20685e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
We combined infrared spectroscopy with multi-label algorithms to propose a facile yet efficient strategy to realize simultaneous qualitative-detection on multiple components of mixture explosives without pre-separation.
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Affiliation(s)
- Minqi Wang
- College of Chemistry
- Sichuan University
- Chengdu
- People's Republic of China
| | - Xuan He
- Institute of Chemical Materials
- Chinese Academy of Engineering Physics
- Mianyang
- People's Republic of China
| | - Qing Xiong
- College of Chemistry
- Sichuan University
- Chengdu
- People's Republic of China
| | - Runyu Jing
- College of Chemistry
- Sichuan University
- Chengdu
- People's Republic of China
| | - Yuxiang Zhang
- College of Chemistry
- Sichuan University
- Chengdu
- People's Republic of China
| | - Zhining Wen
- College of Chemistry
- Sichuan University
- Chengdu
- People's Republic of China
| | - Qifan Kuang
- College of Chemistry
- Sichuan University
- Chengdu
- People's Republic of China
| | - Xuemei Pu
- College of Chemistry
- Sichuan University
- Chengdu
- People's Republic of China
| | - Menglong Li
- College of Chemistry
- Sichuan University
- Chengdu
- People's Republic of China
| | - Tao Xu
- Institute of Chemical Materials
- Chinese Academy of Engineering Physics
- Mianyang
- People's Republic of China
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4
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Jia C, Liao X, Zhu J, An Z, Zhang Q, Yang Q, Li G. Creep-resistant behavior of beta-polypropylene with different crystalline morphologies. RSC Adv 2016. [DOI: 10.1039/c5ra26478b] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
This manuscript investigates the creep performance of β-iPP with different crystalline morphologies.
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Affiliation(s)
- Chenfei Jia
- College of Polymer Science and Engineering
- State Key Laboratory of Polymer Materials Engineering
- Sichuan University
- Chengdu
- China
| | - Xia Liao
- College of Polymer Science and Engineering
- State Key Laboratory of Polymer Materials Engineering
- Sichuan University
- Chengdu
- China
| | - Jingjun Zhu
- Key Laboratory of Radiation Physics and Technology of Ministry of Education
- Institute of Nuclear Science and Technology
- Sichuan University
- Chengdu
- China
| | - Zhu An
- Key Laboratory of Radiation Physics and Technology of Ministry of Education
- Institute of Nuclear Science and Technology
- Sichuan University
- Chengdu
- China
| | - Qiongwen Zhang
- College of Polymer Science and Engineering
- State Key Laboratory of Polymer Materials Engineering
- Sichuan University
- Chengdu
- China
| | - Qi Yang
- College of Polymer Science and Engineering
- State Key Laboratory of Polymer Materials Engineering
- Sichuan University
- Chengdu
- China
| | - Guangxian Li
- College of Polymer Science and Engineering
- State Key Laboratory of Polymer Materials Engineering
- Sichuan University
- Chengdu
- China
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5
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Lin C, Liu S, Huang Z, He G, Gong F, Liu Y, Liu J. The dependence of the non-linear creep properties for TATB-based polymer bonded explosives on the molecular structure of polymer binder. RSC Adv 2015. [DOI: 10.1039/c5ra00402k] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The molecular structure of polymer binder is a key influencing factor on the non-linear creep properties of TATB-based PBX.
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Affiliation(s)
- Congmei Lin
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Shijun Liu
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Zhong Huang
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Guansong He
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Feiyan Gong
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Yonggang Liu
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Jiahui Liu
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
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6
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Lin C, He G, Liu J, Huang Z, Pan L, Zhang J, Liu S. Enhanced non-linear viscoelastic properties of TATB-based polymer bonded explosives filled with hybrid graphene/multiwalled carbon nanotubes. RSC Adv 2015. [DOI: 10.1039/c5ra21515c] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
A remarkable synergetic effect between graphene and multiwalled carbon nanotubes in improving the creep resistance are observed for polymer bonded explosives.
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Affiliation(s)
- Congmei Lin
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Guansong He
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Jiahui Liu
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Zhong Huang
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Liping Pan
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Jianhu Zhang
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Shijun Liu
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
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7
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He G, Liu J, Lin C, Liu S. Evaluation of the fracture behaviors of fluoropolymer binders with the essential work of fracture (EWF). RSC Adv 2015. [DOI: 10.1039/c5ra21273a] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The beforehand evaluation of the fracture toughness and behaviors of the polymer binder through EWF can give a reliable feedback to the final fracture toughness of PBX.
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Affiliation(s)
- Guansong He
- Institute of Chemical Material
- CAEP
- Mianyang 621900
- China
| | - Jiahui Liu
- Institute of Chemical Material
- CAEP
- Mianyang 621900
- China
| | - Congmei Lin
- Institute of Chemical Material
- CAEP
- Mianyang 621900
- China
| | - Shijun Liu
- Institute of Chemical Material
- CAEP
- Mianyang 621900
- China
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8
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Lin C, Liu S, Huang Z, He G, Gong F, Liu Y, Liu J. The dependence of the non-linear creep properties of TATB-based polymer bonded explosives on the molecular structure of the polymer binder: (II) effects of the comonomer ratio in fluoropolymers. RSC Adv 2015. [DOI: 10.1039/c5ra10255c] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
TATB-based polymer bonded explosives (PBXs), with three polymer binders containing different molar ratios of comonomer vinylidene fluoride and chlorotrifluoroethylene, were studied by non-linear time dependent creep tests.
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Affiliation(s)
- Congmei Lin
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Shijun Liu
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Zhong Huang
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Guansong He
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Feiyan Gong
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Yonggang Liu
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
| | - Jiahui Liu
- Institute of Chemical Materials
- China Academy of Engineering Physics
- Mianyang
- P. R. China
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