journal article·2026-03Open access

Contact diameter in polymer carbon black nanocomposites by interfacial tension, network portion, interphase depth and tunneling distance

Yasser Zare, Muhammad Tajammal Munir, Kyong Yop Rhee, Soo-Jin Park

Abstract

Despite the experimental studies of percolation onset and conductivity in polymer nanocomposites of carbon black (CB) called as PCBs, the modeling reports for this system are limited. In this study, we develop two models of PCB conductivity to obtain a simple statement for the tunneling diameter among the nearby CBs ( d ). The tunneling diameter is stated by CB radius, percolation start, interphase size, network share, tunneling size ( λ ), interfacial tension, and the filler ( γ f ) and polymer ( γ p ) surface tension. The model’s accuracy is stated by investigating the impacts of all terms on the tunneling diameter. γ f = 45 mN/m and γ p = 40 mN/m fall d to 0, due to the lowest interfacial tension dispersing the nanoparticles in the system. Conversely, γ f = 70 mN/m and γ p = 20 mN/m grow the tunneling diameter to 80 nm. Additionally, CB volume portion ( ϕ f ) < 0.03 or λ > 6 nm reduce the tunneling diameter to 0, while ϕ f = 0.1 and λ = 1 nm extend the tunneling diameter to 60 nm. These data display the positive impression of higher interfacial tension, higher amount of CB particles and thinner tunnels on the contact diameter.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Carbon Nanotubes in Composites · Fiber-reinforced polymer composites · Polymer Nanocomposites and Properties

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (56)

Show source-provided references
1. Augmented electrical conductivity of hybrid graphene nanoplatelets carbon nanotubes polymer nanocomposites by the electro-magnetic field induced subbands10.1016/j.jmrt.2025.01.002 ↗
2. Assembling carbon nanotube and graphene in chitosan/sodium alginate hydrogels for ion removal applications10.3390/polym17030353 ↗
3. Synergistic impact of hybrid carbon nanotube and graphene on crystallinity and thermo‐mechanical behavior of polymer blends10.1002/pc.29047 ↗
4. Exploring the reinforcement and conductivity mechanism of K2FeO4‐modified multiwalled carbon nanotubes in carbon black/natural rubber composites10.1002/pc.28193 ↗
5. Simulation of electrical conductivity for polymer silver nanowires systems10.1038/s41598-022-25548-w ↗
6. A model for effective conductivity of polymer nanocomposites containing MXene nanosheets10.1002/pc.29529 ↗
7. Predicting of electrical conductivity for Polymer-MXene nanocomposites10.1016/j.jmrt.2024.01.014 ↗
8. Multiscale modeling of hyperviscoelastic behavior of particulate rubber composites based on hybrid silica/carbon black filler system10.1002/pc.28066 ↗
9. Advancing conductivity modeling: a unified framework for polymer carbon black nanocomposites10.1016/j.jmrt.2025.03.104 ↗
10. Fine-grained concrete properties in depending on carbon black additive introducing methods10.1016/j.jmrt.2024.08.052 ↗
11. Evaluation of the effects of sonication energy on the dispersion of carbon black nanoparticles (CBN) and properties of self-sensing cementitious composites10.1016/j.jmrt.2025.03.122 ↗
12. Spinning solution viscosity reducing and wet spinning of carbon black-based elastic conductive fibers for sports monitoring and healthcare electrical heating10.1016/j.jmrt.2025.03.096 ↗
13. Rheological and electrical percolation of reinforced soft polyvinyl chloride composites with different morphological carbon fillers10.1016/j.jmrt.2024.04.039 ↗
14. A predictive model for electrical conductivity of polymer carbon black nanocomposites10.1002/pc.29444 ↗
15. Breadth-first search algorithm on the finite element simulation of the electrical resistivity of the carbon black elastomeric pressurized sensor10.1016/j.compositesa.2024.108523 ↗
16. Electrical conductivity and rheological properties of carbon black based conductive polymer composites prior to and after annealing
17. Novel definition of the synergistic effect between carbon nanotubes and carbon black for electrical conductivity10.1088/1361-6528/ab0bec ↗
18. Modeling of effective electrical conductivity and percolation behavior in conductive-polymer nanocomposites reinforced with spherical carbon black
19. Predicting effective electrical resistivity and conductivity of carbon nanotube/carbon black-filled polymer matrix hybrid nanocomposites10.1016/j.jpcs.2021.110444 ↗
20. A predictive model for electrical conductivity of polymer carbon nanofiber composites considering nanofiber/interphase network and tunneling dimensions10.1016/j.jmrt.2024.12.150 ↗
21. Simulation of electrical conductivity for polymer carbon nanofiber composites assuming an extended nanofiber by interphase depth and tunneling distance10.1038/s41598-025-17613-x ↗
22. A novel approach to predict the electrical conductivity of nanocomposites by a weak interphase around graphene network
23. Multi-scale prediction of effective conductivity for carbon Nanofiber polymer composites10.1016/j.jmrt.2024.11.133 ↗
24. Influences of defective interphase and contact region among nanosheets on the electrical conductivity of polymer graphene nanocomposites
25. A finite element percolation tunneling approach on the electrical properties of carbon nanotube elastomer nanocomposite pressure sensors10.1016/j.compositesa.2024.108111 ↗
26. Simulation of the role of agglomerations in the tunneling conductivity of polymer/carbon nanotube piezoresistive strain sensors10.1016/j.compscitech.2023.110242 ↗
27. An innovative model for electrical conductivity of MXene polymer nanocomposites by interphase and tunneling characteristics10.1016/j.compositesa.2024.108422 ↗
28. A new pattern for conductivity of carbon nanofiber polymer composites with interphase and tunneling parameters10.1016/j.compositesa.2025.108721 ↗
29. Bridging the nano-scale interphase with macro-scale properties: Two-step simulating of electrical conductivity for polymer composites incorporating carbon nanofibers10.1016/j.jmrt.2025.07.043 ↗
30. Assessment of electrical conductivity of polymer nanocomposites containing a deficient interphase around graphene nanosheet10.1038/s41598-024-59678-0 ↗
31. Analysis of the electrical conduction in percolative nanocomposites based on castor‐oil polyurethane with carbon black and activated carbon nanopowder10.1002/pc.24588 ↗
32. Controlling of tunneling resistance in carbon nanofiber polymer composites: a novel equation for polymer tunneling resistivity by quantifiable parameters10.1016/j.jmrt.2025.04.097 ↗
33. Decrypting of effective resistance for composites of polymer-carbon nanofiber: an applicable approach to regulate the electrical conductivity10.1016/j.jmrt.2025.08.069 ↗
34. Estimating of contact area among carbon nanofibers in nanocomposites by the features of network, tunnel and interphase10.1038/s41598-025-99703-4 ↗
35. Correlation of tunneling diameter between neighboring carbon nanotubes in polymer nanocomposites to interphase depth, tunneling factors and the percentage of networked nanoparticles10.1016/j.jpcs.2020.109467 ↗
36. An analytical model of effective electrical conductivity of carbon nanotube composites10.1063/1.2857468 ↗
37. Experimental and analytical model for the electrical conductivity of polymer-based nanocomposites10.1016/j.compscitech.2015.11.029 ↗
38. Insights to low electrical percolation thresholds of carbon-based polypropylene nanocomposites10.1016/j.carbon.2021.01.158 ↗
39. A developed theoretical model for effective electrical conductivity and percolation behavior of polymer-graphene nanocomposites with various exfoliated filleted nanoplatelets10.1016/j.carbon.2020.07.059 ↗
40. Controlling roughness: from etching to nanotexturing and plasma-directed organization on organic and inorganic materials10.1088/0022-3727/44/17/174021 ↗
41. Construction of highly ductile, UV-shielding polylactide/poly (butylene adipate-co-terephthalate) biocomposites with hyperbranched polysiloxane functionalized lignin as a biocompatibilizer10.1016/j.ijbiomac.2023.124943 ↗
42. Precisely controlling the surface roughness of silica nanoparticles for enhanced functionalities and applications10.1016/j.jcis.2022.08.159 ↗
43. Effects of matrix viscosity, mixing method and annealing on the electrical conductivity of injection molded polycarbonate/MWCNT nanocomposites10.1016/j.polymer.2016.01.051 ↗
44. Lowering the percolation threshold of conductive composites using particulate polymer microstructure10.1002/1097-4628(20010425)80:4<692::AID-APP1146>3.0.CO;2-W ↗
45. Modelling the DC electrical conductivity of polymer/carbon black composites10.1016/j.elstat.2014.02.002 ↗
46. Effect of polymer-filler interface interactions on percolation conductivity of thermoplastics filled with carbon black10.1163/156855497X00145 ↗
47. Electrical conductivity modeling of polypropylene composites filled with carbon black and acetylene black
48. Electric conductivity in silicone-carbon black nanocomposites: percolation and variable range hopping on a fractal10.1088/2053-1591/ab58fd ↗
49. Microstructural modeling and simulation of a carbon black-based conductive polymer─ A template for the virtual design of a composite material10.1021/acsomega.2c01755 ↗
50. Thermal/electrical properties and texture of carbon black PC polymer composites near the electrical percolation threshold10.3390/jcs5080212 ↗
51. Electrical conductivity and percolation threshold of hybrid carbon/polymer composites10.1002/app.41744 ↗
52. Formation of new electric double percolation via carbon black induced co-continuous like morphology10.1039/C4RA06836J ↗
53. Effect of the carbon black structure on the stability and efficiency of the conductive network in polyethylene composites10.1002/app.38606 ↗
54. Electrical and thermal conductivity of polyvinylidene fluoride (PVDF)–Conducting Carbon Black (CCB) composites: validation of various theoretical models10.1016/j.compositesb.2020.107748 ↗
55. The recovery of nano-sized carbon black filler structure and its contribution to stress recovery in rubber nanocomposites10.1039/D0NR06003H ↗
56. Influence of interfacial engineering on properties of polymeric nanoarchitectures10.1080/25740881.2023.2240393 ↗