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Coupette F, Zhang L, Kuttich B, Chumakov A, Roth SV, González-García L, Kraus T, Schilling T. Percolation of rigid fractal carbon black aggregates. J Chem Phys 2021; 155:124902. [PMID: 34598569 DOI: 10.1063/5.0058503] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
We examine network formation and percolation of carbon black by means of Monte Carlo simulations and experiments. In the simulation, we model carbon black by rigid aggregates of impenetrable spheres, which we obtain by diffusion-limited aggregation. To determine the input parameters for the simulation, we experimentally characterize the micro-structure and size distribution of carbon black aggregates. We then simulate suspensions of aggregates and determine the percolation threshold as a function of the aggregate size distribution. We observe a quasi-universal relation between the percolation threshold and a weighted average radius of gyration of the aggregate ensemble. Higher order moments of the size distribution do not have an effect on the percolation threshold. We conclude further that the concentration of large carbon black aggregates has a stronger influence on the percolation threshold than the concentration of small aggregates. In the experiment, we disperse the carbon black in a polymer matrix and measure the conductivity of the composite. We successfully test the hypotheses drawn from simulation by comparing composites prepared with the same type of carbon black before and after ball milling, i.e., on changing only the distribution of aggregate sizes in the composites.
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Affiliation(s)
- Fabian Coupette
- Institute of Physics, University of Freiburg, Hermann-Herder-Straße 3, 79104 Freiburg, Germany
| | - Long Zhang
- INM-Leibniz Institute for New Materials, Campus D2 2, 66123 Saarbrücken, Germany
| | - Björn Kuttich
- INM-Leibniz Institute for New Materials, Campus D2 2, 66123 Saarbrücken, Germany
| | - Andrei Chumakov
- Deutsches Elektronen-Synchrotron DESY, Notkestr. 85, D-22607 Hamburg, Germany
| | - Stephan V Roth
- Deutsches Elektronen-Synchrotron DESY, Notkestr. 85, D-22607 Hamburg, Germany
| | - Lola González-García
- INM-Leibniz Institute for New Materials, Campus D2 2, 66123 Saarbrücken, Germany
| | - Tobias Kraus
- INM-Leibniz Institute for New Materials, Campus D2 2, 66123 Saarbrücken, Germany
| | - Tanja Schilling
- Institute of Physics, University of Freiburg, Hermann-Herder-Straße 3, 79104 Freiburg, Germany
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Polymer Nanocomposites in Sensor Applications: A Review on Present Trends and Future Scope. CHINESE JOURNAL OF POLYMER SCIENCE 2021. [DOI: 10.1007/s10118-021-2553-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Yang G, Schubert DW, Nilsson F, Qu M, Redel M. A Study of a Novel Synergy Definition for Ternary CB/CNT Composites Suggesting a Representative Model for CB and CNT. MACROMOL THEOR SIMUL 2020. [DOI: 10.1002/mats.202000035] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Guanda Yang
- Institute of Polymer MaterialsFriedrich‐Alexander‐University Erlangen‐Nuremberg Martensstr. 7 Erlangen 91058 Germany
- Bavarian Polymer InstituteKeyLab Advanced Fiber Technology Dr.‐Mack‐Straße 77 Fürth 90762 Germany
| | - Dirk W. Schubert
- Bavarian Polymer InstituteKeyLab Advanced Fiber Technology Dr.‐Mack‐Straße 77 Fürth 90762 Germany
| | - Fritjof Nilsson
- Institute of Polymer MaterialsFriedrich‐Alexander‐University Erlangen‐Nuremberg Martensstr. 7 Erlangen 91058 Germany
- KTH Royal Institute of TechnologySchool of Chemical Science and EngineeringFibre and Polymer Technology Stockholm SE 10044 Sweden
| | - Muchao Qu
- Institute of Polymer MaterialsFriedrich‐Alexander‐University Erlangen‐Nuremberg Martensstr. 7 Erlangen 91058 Germany
- Bavarian Polymer InstituteKeyLab Advanced Fiber Technology Dr.‐Mack‐Straße 77 Fürth 90762 Germany
| | - Michael Redel
- Institute of Polymer MaterialsFriedrich‐Alexander‐University Erlangen‐Nuremberg Martensstr. 7 Erlangen 91058 Germany
- Bavarian Polymer InstituteKeyLab Advanced Fiber Technology Dr.‐Mack‐Straße 77 Fürth 90762 Germany
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Yang G, Nilsson F, Schubert DW. A Study of Finite Size Effects and Periodic Boundary Conditions to Simulations of a Novel Theoretical Self‐Consistent Mean‐Field Approach. MACROMOL THEOR SIMUL 2019. [DOI: 10.1002/mats.201900023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Guanda Yang
- Institute of Polymer MaterialsFriedrich‐Alexander‐University Erlangen‐Nuremberg 91058 Martensstr. 7 Germany
- Bavarian Polymer InstituteKeyLab Advanced Fiber Technology Dr.‐Mack‐Straße 77 90762 Fürth Germany
| | - Fritjof Nilsson
- KTH Royal Institute of TechnologySchool of Chemical Science and EngineeringFibre and Polymer Technology SE‐10044 Stockholm Sweden
| | - Dirk W. Schubert
- Institute of Polymer MaterialsFriedrich‐Alexander‐University Erlangen‐Nuremberg 91058 Martensstr. 7 Germany
- Bavarian Polymer InstituteKeyLab Advanced Fiber Technology Dr.‐Mack‐Straße 77 90762 Fürth Germany
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Li F, Zhang H, Li T, Liu J, Gao Y, Zhang L. EFFECT OF THE NANOFILLER SHAPE ON THE CONDUCTIVE NETWORK FORMATION OF POLYMER NANOCOMPOSITES VIA A COARSE-GRAINED SIMULATION. RUBBER CHEMISTRY AND TECHNOLOGY 2018. [DOI: 10.5254/rct.18.81546] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
ABSTRACT
It is very important to improve the electrical conductivity of polymer nanocomposites, which can widen their application. The effect of the nanofiller shape on the relationship between the nanofiller microstructure and the conductive probability of the nanofiller filled polymer nanocomposites (PNCs) has been investigated in detail by employing a coarse-grained molecular dynamics simulation. Four kinds of nanofiller shapes are considered: rod filler, Y filler, X filler, and sphere filler. First, the mean square radius of gyration gradually decreases from rod filler, Y filler, X filler, to sphere filler, which reflects the highest aspect ratio for rod filler. Meanwhile, the dispersion state of the nanofiller is relatively uniform in the matrix. The conductive probability (denoted by the formation probability of the conductive network) is adopted to stand for the conductive property. The results show that the conductive probability gradually decreases from rod filler, Y filler, X filler, to sphere filler, which is attributed to their gradually decreased size. In summary, the nanofiller shape affects the electric conductive property of PNCs.
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Affiliation(s)
- Fanzhu Li
- Key Laboratory of Beijing City on Preparation and Processing of Novel Polymer Materials, Beijing University of Chemical Technology, 10029, People's Republic of China
| | - Huan Zhang
- Aerospace Research Institute of Materials and Processing Technology, Beijing, 100076, People's Republic of China
| | - Tiantian Li
- Key Laboratory of Beijing City on Preparation and Processing of Novel Polymer Materials, Beijing University of Chemical Technology, 10029, People's Republic of China
| | - Jun Liu
- Key Laboratory of Beijing City on Preparation and Processing of Novel Polymer Materials, Beijing University of Chemical Technology, 10029, People's Republic of China
| | - Yangyang Gao
- Key Laboratory of Beijing City on Preparation and Processing of Novel Polymer Materials, Beijing University of Chemical Technology, 10029, People's Republic of China
- Beijing Engineering Research Center of Advanced Elastomers, Beijing University of Chemical Technology, 10029, People's Republic of China
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, 10029, People's Republic of China
- Aerospace Research Institute of Materials and Processing Technology, Beijing, 100076, People's Republic of China
| | - Liqun Zhang
- Beijing Engineering Research Center of Advanced Elastomers, Beijing University of Chemical Technology, 10029, People's Republic of China
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, 10029, People's Republic of China
- Aerospace Research Institute of Materials and Processing Technology, Beijing, 100076, People's Republic of China
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Schubert DW. Novel Theoretical Self-Consistent Mean-Field Approach to Describe the Conductivity of Carbon Fiber Filled Thermoplastics-PART I-Theory. MACROMOL THEOR SIMUL 2018. [DOI: 10.1002/mats.201700104] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Dirk W. Schubert
- Department of Materials Science; Faculty of Engineering; Institute of Polymer Materials; Friedrich-Alexander University Erlangen-Nürnberg (FAU); Martensstraße 7 91058 Erlangen Germany
- Bavarian Polymer Institute; Key Lab Advanced Fiber Technology; Dr.-Mack-Straße 77 90762 Fürth Germany
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Yang G, Schubert DW, Qu M, Nilsson F. Novel Theoretical Self-Consistent Mean-Field Approach to Describe the Conductivity of Carbon Fiber-Filled Thermoplastics: PART II. Validation by Computer Simulation. MACROMOL THEOR SIMUL 2018. [DOI: 10.1002/mats.201700105] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Guanda Yang
- Institute of Polymer Materials; Friedrich-Alexander University Erlangen-Nuremberg; Martensstr. 7 91058 Erlangen-Tennenlohe Germany
| | - Dirk W. Schubert
- Institute of Polymer Materials; Friedrich-Alexander University Erlangen-Nuremberg; Martensstr. 7 91058 Erlangen-Tennenlohe Germany
- Bavarian Polymer Institute; KeyLab Advanced Fiber Technology; Dr.-Mack-Straße 77 90762 Fürth Germany
| | - Muchao Qu
- Institute of Polymer Materials; Friedrich-Alexander University Erlangen-Nuremberg; Martensstr. 7 91058 Erlangen-Tennenlohe Germany
| | - Fritjof Nilsson
- KTH Royal Institute of Technology; School of Chemical Science and Engineering; Fibre and Polymer Technology; SE-10044 Stockholm Sweden
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Starý Z, Krückel J. Conductive polymer composites with carbonic fillers: Shear induced electrical behaviour. POLYMER 2018. [DOI: 10.1016/j.polymer.2018.02.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Controlling the conductive network formation of polymer nanocomposites filled with nanorods through the electric field. POLYMER 2016. [DOI: 10.1016/j.polymer.2016.08.103] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Phua JL, Teh PL, Ghani SA, Yeoh CK. Comparison study of carbon black (CB) used as conductive filler in epoxy and polymethylmethacrylate (PMMA). JOURNAL OF POLYMER ENGINEERING 2016. [DOI: 10.1515/polyeng-2015-0026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
A comparison study between carbon black (CB) filled thermoset (epoxy) and thermoplastic, polymethylmethacrylate (PMMA), was done in this research. CB was introduced as the conductive filler in epoxy and PMMA at different filler loading, which ranged from 5 vol.% to 20 vol.%. The physical, mechanical, electrical and thermal stability properties were investigated. The incorporation of CB into both epoxy and PMMA increased the density, improved the thermal stability and electrical conductivity of the composites, reduced the coefficient of thermal expansion and weakened the flexural and fracture toughness properties of the composites.
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Gao Y, Cao D, Wu Y, Liu J, Zhang L. Destruction and recovery of a nanorod conductive network in polymer nanocomposites via molecular dynamics simulation. SOFT MATTER 2016; 12:3074-3083. [PMID: 26895557 DOI: 10.1039/c5sm02803e] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
By adopting coarse-grained molecular dynamics simulation, we investigate the effects of end-functionalization and shear flow on the destruction and recovery of a nanorod conductive network in a functionalized polymer matrix. We find that the end-functionalization of polymeric chains can enhance the electrical conductivity of nanorod filled polymer nanocomposites, indicated by the decrease of the percolation threshold. However, there exists an optimal end-functionalization extent to reach the maximum electrical conductivity. In the case of steady shear flow, both homogeneous conductive probability and directional conductive probability perpendicular to the shear direction decrease with the shear rate, while the directional conductive probability parallel to the shear direction increases. Importantly, we develop a semi-empirical equation to describe the change of the homogeneous conductive probability as a function of the shear rate. Meanwhile, we obtain an empirical formula describing the relationship between the anisotropy of the conductive probability and the orientation of the nanorods. In addition, the conductivity stability increases with increasing nanorod volume fraction. During the recovery process of the nanorod conductive network, it can be fitted well by the model combining classical percolation theory and a time-dependent nanorod aggregation kinetic equation. The fitted recovery rate is similar for different nanorod volume fractions. In summary, this work provides some rational rules for fabricating polymer nanocomposites with excellent performance of electrical conductivity.
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Affiliation(s)
- Yangyang Gao
- Key Laboratory of Beijing City on Preparation and Processing of Novel Polymer Materials, People's Republic of China.
| | - Dapeng Cao
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, 100029 Beijing, People's Republic of China
| | - Youping Wu
- Key Laboratory of Beijing City on Preparation and Processing of Novel Polymer Materials, People's Republic of China. and Beijing Engineering Research Center of Advanced Elastomers, People's Republic of China and Engineering Research Center of Elastomer Materials on Energy Conservation and Resources, Ministry of Education, People's Republic of China
| | - Jun Liu
- Key Laboratory of Beijing City on Preparation and Processing of Novel Polymer Materials, People's Republic of China. and Beijing Engineering Research Center of Advanced Elastomers, People's Republic of China and Engineering Research Center of Elastomer Materials on Energy Conservation and Resources, Ministry of Education, People's Republic of China
| | - Liqun Zhang
- Key Laboratory of Beijing City on Preparation and Processing of Novel Polymer Materials, People's Republic of China. and State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, 100029 Beijing, People's Republic of China and Beijing Engineering Research Center of Advanced Elastomers, People's Republic of China and Engineering Research Center of Elastomer Materials on Energy Conservation and Resources, Ministry of Education, People's Republic of China
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Pan Y, Liu X, Hao X, Schubert DW. Conductivity and phase morphology of carbon black-filled immiscible polymer blends under creep: an experimental and theoretical study. Phys Chem Chem Phys 2016; 18:32125-32131. [PMID: 27847954 DOI: 10.1039/c6cp06175c] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The simultaneous evolution of conductivity and phase morphology of blend composites was investigated under shear and in the quiescent state.
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Affiliation(s)
- Yamin Pan
- Institute of Polymer Materials
- Friedrich-Alexander University Erlangen-Nuremberg
- 91058 Erlangen
- Germany
| | - Xianhu Liu
- Institute of Polymer Materials
- Friedrich-Alexander University Erlangen-Nuremberg
- 91058 Erlangen
- Germany
| | - Xiaoqiong Hao
- School of Science
- Xi'an Jiaotong University
- Xi'an
- China
| | - Dirk W. Schubert
- Institute of Polymer Materials
- Friedrich-Alexander University Erlangen-Nuremberg
- 91058 Erlangen
- Germany
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Gao Y, Cao D, Liu J, Shen J, Wu Y, Zhang L. Molecular dynamics simulation of the conductivity mechanism of nanorod filled polymer nanocomposites. Phys Chem Chem Phys 2015; 17:22959-68. [PMID: 26267833 DOI: 10.1039/c5cp01953b] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
We adopted molecular dynamics simulation to study the conductive property of nanorod-filled polymer nanocomposites by focusing on the effects of the interfacial interaction, aspect ratio of the fillers, external shear field, filler-filler interaction and temperature. The variation of the percolation threshold is anti N-type with increasing interfacial interaction. It decreases with an increase in the aspect ratio. At an intermediate filler-filler interaction, a minimum percolation threshold appears. The percolation threshold decreases to a plateau with temperature. At low interfacial interaction, the effect of an external shear field on the homogeneous probability is negligible; however, the directional probability increases with shear rate. Moreover, the difference in conductivity probabilities is reduced for different interfacial interactions under shear. Under shear, the decrease or increase of conductivity probability depends on the initial dispersion state. However, the steady-state conductivity is independent of the initial state for different interfacial interactions. In particular, the evolution of the conductivity network structure under shear is investigated. In short, this study may provide rational tuning methods to obtain nanorod-filled polymer nanocomposites with high conductivity.
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Affiliation(s)
- Yangyang Gao
- Key Laboratory of Beijing City on Preparation and Processing of Novel Polymer Materials, People's Republic of China.
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Ali U, Karim KJBA, Buang NA. A Review of the Properties and Applications of Poly (Methyl Methacrylate) (PMMA). POLYM REV 2015. [DOI: 10.1080/15583724.2015.1031377] [Citation(s) in RCA: 312] [Impact Index Per Article: 34.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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16
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Starý Z. Simultaneous electrical and rheological measurements on melts of conductive polymer composites under elongation. POLYMER 2014. [DOI: 10.1016/j.polymer.2014.09.028] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Krückel J, Schubert D. Theoretical and experimental study of the dynamic percolation behaviour of carbon black filled polymethylmethacrylate prior and after shear – A novel three phase approach. Eur Polym J 2014. [DOI: 10.1016/j.eurpolymj.2014.01.011] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Huang S, Liu Z, Zheng S, Yang M. Enhancing the conductivity of isotactic polypropylene/polyethylene/carbon black composites by oscillatory shear. Colloid Polym Sci 2013. [DOI: 10.1007/s00396-013-3074-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Liu X, Krückel J, Zheng G, Schubert DW. Mapping the electrical conductivity of poly(methyl methacrylate)/carbon black composites prior to and after shear. ACS APPLIED MATERIALS & INTERFACES 2013; 5:8857-8860. [PMID: 24015768 DOI: 10.1021/am4031517] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
In this letter, the electrical conductivity of disklike poly(methyl methacrylate)/carbon black composite samples was investigated prior to and after a shear process. Novel electrical conductivity maps of the samples as a function of the position were obtained. It was found that the electrical conductivity after angular averaging of the static (nonsheared) sample is, as expected, independent of the radius. However, for the sheared sample, the electrical conductivity is decreasing from the center to the outer rim of the sample. This is attributed to the interplay of destruction and buildup effects of the applied linear shear stress on the agglomerate network.
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Affiliation(s)
- Xianhu Liu
- Institute of Polymer Materials, Friedrich-Alexander-Universität Erlangen-Nuremberg , Martensstrasse 7, 91058 Erlangen, Germany
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Brigandi PJ, Cogen JM, Pearson RA. Electrically conductive multiphase polymer blend carbon-based composites. POLYM ENG SCI 2013. [DOI: 10.1002/pen.23530] [Citation(s) in RCA: 91] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Paul J. Brigandi
- The Dow Chemical Company; 727 Norristown Road Spring House Pennsylvania 19477-0904
- Center for Polymer Science and Engineering; Lehigh University; Bethlehem Pennsylvania 18015-3195
| | - Jeffrey M. Cogen
- The Dow Chemical Company; 727 Norristown Road Spring House Pennsylvania 19477-0904
| | - Raymond A. Pearson
- Center for Polymer Science and Engineering; Lehigh University; Bethlehem Pennsylvania 18015-3195
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Oscillations of the electrical resistance induced by shear deformation in molten carbon black composites. POLYMER 2013. [DOI: 10.1016/j.polymer.2012.12.051] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Chen R, Bin Y, Zhang R, Dong E, Ougizawa T, Kuboyama K, Mastuo M. Positive temperature coefficient effect of polymer-carbon filler composites under self-heating evaluated quantitatively in terms of potential barrier height and width associated with tunnel current. POLYMER 2012. [DOI: 10.1016/j.polymer.2012.08.065] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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