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Miccio LA, Sill C, Wehlack C, Schwartz GA. Connecting Dynamics and Thermodynamics in Polymer-Resin Cured Systems. Polymers (Basel) 2024; 16:3508. [PMID: 39771360 PMCID: PMC11679559 DOI: 10.3390/polym16243508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Revised: 12/11/2024] [Accepted: 12/15/2024] [Indexed: 01/11/2025] Open
Abstract
This work connects the calorimetric responses of different rubber-resin blends with varying resin contents with their alpha relaxation dynamics. We used differential scanning calorimetry and broadband dielectric spectroscopy to characterize the calorimetric and dielectric responses of styrene-butadiene, polybutadiene, and polyisoprene with different resin contents. To model the results, we used the Gordon-Taylor equation combined with an extension of the Adam-Gibbs approach. Thus, we propose a simple and effective model that allows us to estimate the blend dynamics from the temperature dependence of the relaxation times of the pure components and the calorimetric measurement of the glass transition temperature of only one blend composition. By estimating an effective interaction parameter from calorimetry, we achieved accurate alpha relaxation dynamics predictions for different resin concentrations. Our highly predictive approach provides a realistic description of the expected dynamics. This study offers valuable insights into the dynamic properties of polymer compounds, paving the way for the fast and effective development of advanced and more sustainable materials.
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Affiliation(s)
- Luis A. Miccio
- Centro de Física de Materiales (CSIC-UPV/EHU)-Materials Physics Center (MPC), P. M. de Lardizábal 5, 20018 San Sebastián, Spain
- Donostia International Physics Center, P. M. de Lardizábal 4, 20018 San Sebastián, Spain
- Institute of Materials Science and Technology (INTEMA), National Research Council (CONICET), Colón 10850, Mar del Plata 7600, Buenos Aires, Argentina
| | - Clemens Sill
- Goodyear Innovation Center, Goodyear S.A., L-7750 Colmar-Berg, Luxembourg
| | - Carsten Wehlack
- Goodyear Innovation Center, Goodyear S.A., L-7750 Colmar-Berg, Luxembourg
| | - Gustavo A. Schwartz
- Centro de Física de Materiales (CSIC-UPV/EHU)-Materials Physics Center (MPC), P. M. de Lardizábal 5, 20018 San Sebastián, Spain
- Donostia International Physics Center, P. M. de Lardizábal 4, 20018 San Sebastián, Spain
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Presto D, Narayanan S, Moctezuma S, Sutton M, Foster MD. Microscopic Origins of the Nonlinear Behavior of Particle-Filled Rubber Probed with Dynamic Strain XPCS. ACS APPLIED MATERIALS & INTERFACES 2023; 15:22714-22729. [PMID: 37098209 DOI: 10.1021/acsami.3c01955] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
The underlying microscopic response of filler networks in reinforced rubber to dynamic strain is not well understood due to the experimental difficulty of directly measuring filler network behavior in samples undergoing dynamic strain. This difficulty can be overcome with in situ X-ray photon correlation spectroscopy (XPCS) measurements. The contrast between the silica filler and the rubber matrix for X-ray scattering allows us to isolate the filler network behavior from the overall response of the rubber. This in situ XPCS technique probes the microscopic breakdown and reforming of the filler network structure, which are responsible for the nonlinear dependence of modulus on strain, known in the rubber science community as the Payne effect. These microscopic changes in the filler network structure have consequences for the macroscopic material performance, especially for the fuel efficiency of tire tread compounds. Here, we elucidate the behavior with in situ dynamic strain XPCS experiments on industrially relevant, vulcanized rubbers filled (13 vol %) with novel air-milled silica of ultrahigh-surface area (UHSA) (250 m2/g). The addition of a silane coupling agent to rubber containing this silica causes an unexpected and counterintuitive increase in the Payne effect and decrease in energy dissipation. For this rubber, we observe a nearly two-fold enhancement of the storage modulus and virtually equivalent loss tangent compared to a rubber containing a coupling agent and conventional silica. Interpretation of our in situ XPCS results simultaneously with interpretation of traditional dynamic mechanical analysis (DMA) strain sweep experiments reveals that the debonding or yielding of bridged bound rubber layers is key to understanding the behavior of rubber formulations containing the silane coupling agent and high-surface area silica. These results demonstrate that the combination of XPCS and DMA is a powerful method for unraveling the microscale filler response to strain which dictates the dynamic mechanical properties of reinforced soft matter composites. With this combination of techniques, we have elucidated the great promise of UHSA silica when used in concert with a silane coupling agent in filled rubber. Such composites simultaneously exhibit large moduli and low hysteresis under dynamic strain.
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Affiliation(s)
- Dillon Presto
- School of Polymer Science and Polymer Engineering, The University of Akron, Akron, Ohio 44325-3909, United States
| | - Suresh Narayanan
- Advanced Photon Source, Argonne National Laboratory, Argonne, Illinois 60439, United States
| | - Sergio Moctezuma
- Dynasol Elastómeros, S.A. de C.V.─Dynasol Group, Altamira, Tamaulipas C.P. 89602, Mexico
| | - Mark Sutton
- Physics Department, McGill University, Montreal, Quebec H3A 2T8, Canada
| | - Mark D Foster
- School of Polymer Science and Polymer Engineering, The University of Akron, Akron, Ohio 44325-3909, United States
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Miccio LA, Borredon C, Casado U, Phan AD, Schwartz GA. Approaching Polymer Dynamics Combining Artificial Neural Networks and Elastically Collective Nonlinear Langevin Equation. Polymers (Basel) 2022; 14:polym14081573. [PMID: 35458323 PMCID: PMC9027377 DOI: 10.3390/polym14081573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 04/07/2022] [Accepted: 04/11/2022] [Indexed: 02/04/2023] Open
Abstract
The analysis of structural relaxation dynamics of polymers gives an insight into their mechanical properties, whose characterization is used to qualify a given material for its practical scope. The dynamics are usually expressed in terms of the temperature dependence of the relaxation time, which is only available through time-consuming experimental processes following polymer synthesis. However, it would be advantageous to estimate their dynamics before synthesizing them when designing new materials. In this work, we propose a combined approach of artificial neural networks and the elastically collective nonlinear Langevin equation (ECNLE) to estimate the temperature dependence of the main structural relaxation time of polymers based only on the knowledge of the chemical structure of the corresponding monomer.
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Affiliation(s)
- Luis A. Miccio
- Centro de Física de Materiales (CSIC-UPV/EHU)—Materials Physics Center (MPC), P. M. de Lardizabal 5, 20018 San Sebastian, Spain;
- Donostia International Physics Center, P. M. de Lardizábal 4, 20018 San Sebastian, Spain
- Institute of Materials Science and Technology (INTEMA), National Research Council (CONICET), Colon 10850, Mar del Plata 7600, Argentina;
- Correspondence: (L.A.M.); (G.A.S.)
| | - Claudia Borredon
- Centro de Física de Materiales (CSIC-UPV/EHU)—Materials Physics Center (MPC), P. M. de Lardizabal 5, 20018 San Sebastian, Spain;
| | - Ulises Casado
- Institute of Materials Science and Technology (INTEMA), National Research Council (CONICET), Colon 10850, Mar del Plata 7600, Argentina;
| | - Anh D. Phan
- Faculty of Materials Science and Engineering, Phenikaa University, Hanoi 12116, Vietnam;
- Phenikaa Institute for Advanced Study (PIAS), Phenikaa University, Hanoi 12116, Vietnam
| | - Gustavo A. Schwartz
- Centro de Física de Materiales (CSIC-UPV/EHU)—Materials Physics Center (MPC), P. M. de Lardizabal 5, 20018 San Sebastian, Spain;
- Donostia International Physics Center, P. M. de Lardizábal 4, 20018 San Sebastian, Spain
- Correspondence: (L.A.M.); (G.A.S.)
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Marzocca AJ, Rodríguez Garraza AL, Anbinder S, Macchi C, Somoza A. CHANGES IN THE MECHANICAL, MICRO-, AND NANO-STRUCTURAL PROPERTIES OF REINFORCED VULCANIZED NATURAL RUBBER COMPOUNDS: THEIR DEPENDENCE ON THE SiO2/CB RATIO. RUBBER CHEMISTRY AND TECHNOLOGY 2021. [DOI: 10.5254/rct.21.78991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
ABSTRACT
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Affiliation(s)
- Angel J. Marzocca
- Gerencia de Investigación y Desarrollo, Fate S.A.I.C.I., Av. Blanco Encalada 3003 (B1644GPK) Victoria, Buenos Aires, Argentina
- Laboratorio de Polímeros y Materiales Compuestos, Departamento de Física, Universidad de Buenos Aires, Ciudad Universitaria, C1428EHA Buenos Aires, Argentina
| | - Ana L. Rodríguez Garraza
- Gerencia de Investigación y Desarrollo, Fate S.A.I.C.I., Av. Blanco Encalada 3003 (B1644GPK) Victoria, Buenos Aires, Argentina
| | - Sebastián Anbinder
- Instituto de Física de Materiales Tandil–IFIMAT (UNCPBA) and CIFICEN (UNCPBA-CICPBA-CONICET), Pinto 399, (B7000GHG) Tandil, Argentina
| | - Carlos Macchi
- Instituto de Física de Materiales Tandil–IFIMAT (UNCPBA) and CIFICEN (UNCPBA-CICPBA-CONICET), Pinto 399, (B7000GHG) Tandil, Argentina
| | - Alberto Somoza
- Instituto de Física de Materiales Tandil–IFIMAT (UNCPBA) and CIFICEN (UNCPBA-CICPBA-CONICET), Pinto 399, (B7000GHG) Tandil, Argentina
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Chowdhury SG, Chanda J, Ghosh S, Pal A, Ghosh P, Bhattacharyya SK, Mukhopadhyay R, Banerjee SS, Das A. Morphology and Physico-Mechanical Threshold of α-Cellulose as Filler in an E-SBR Composite. Molecules 2021; 26:molecules26030694. [PMID: 33525731 PMCID: PMC7866042 DOI: 10.3390/molecules26030694] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 01/14/2021] [Accepted: 01/24/2021] [Indexed: 11/16/2022] Open
Abstract
In the current context of green mobility and sustainability, the use of new generation natural fillers, namely, α-cellulose, has gained significant recognition. The presence of hydroxyl groups on α-cellulose has generated immense eagerness to map its potency as filler in an elastomeric composite. In the present work, α-cellulose-emulsion-grade styrene butadiene rubber (E-SBR) composite is prepared by conventional rubber processing method by using variable proportions of α-cellulose (1 to 40 phr) to assess its reinforce ability. Rheological, physical, visco-elastic and dynamic-mechanical behavior have clearly established that 10 phr loading of α-cellulose can be considered as an optimized dosage in terms of performance parameters. Morphological characterization with the aid of scanning electron microscope (SEM) and transmission electron microscopy (TEM) also substantiated that composite with 10 phr loading of α-cellulose has achieved the morphological threshold. With this background, synthetic filler (silica) is substituted by green filler (α-cellulose) in an E-SBR-based composite. Characterization of the compound has clearly established the reinforcement ability of α-cellulose.
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Affiliation(s)
- Soumya Ghosh Chowdhury
- Hari Shankar Singhania Elastomer and Tyre Research Institute, Plot No. 437, Hebbal Industrial Area, Mysore 570016, Karnataka, India; (S.G.C.); (S.G.); (A.P.); (P.G.); (S.K.B.); (R.M.)
| | - Jagannath Chanda
- Hari Shankar Singhania Elastomer and Tyre Research Institute, Plot No. 437, Hebbal Industrial Area, Mysore 570016, Karnataka, India; (S.G.C.); (S.G.); (A.P.); (P.G.); (S.K.B.); (R.M.)
- Correspondence: ; Tel.: +91-9513330523
| | - Sreedip Ghosh
- Hari Shankar Singhania Elastomer and Tyre Research Institute, Plot No. 437, Hebbal Industrial Area, Mysore 570016, Karnataka, India; (S.G.C.); (S.G.); (A.P.); (P.G.); (S.K.B.); (R.M.)
| | - Abhijit Pal
- Hari Shankar Singhania Elastomer and Tyre Research Institute, Plot No. 437, Hebbal Industrial Area, Mysore 570016, Karnataka, India; (S.G.C.); (S.G.); (A.P.); (P.G.); (S.K.B.); (R.M.)
| | - Prasenjit Ghosh
- Hari Shankar Singhania Elastomer and Tyre Research Institute, Plot No. 437, Hebbal Industrial Area, Mysore 570016, Karnataka, India; (S.G.C.); (S.G.); (A.P.); (P.G.); (S.K.B.); (R.M.)
| | - Sanjay Kumar Bhattacharyya
- Hari Shankar Singhania Elastomer and Tyre Research Institute, Plot No. 437, Hebbal Industrial Area, Mysore 570016, Karnataka, India; (S.G.C.); (S.G.); (A.P.); (P.G.); (S.K.B.); (R.M.)
| | - Rabindra Mukhopadhyay
- Hari Shankar Singhania Elastomer and Tyre Research Institute, Plot No. 437, Hebbal Industrial Area, Mysore 570016, Karnataka, India; (S.G.C.); (S.G.); (A.P.); (P.G.); (S.K.B.); (R.M.)
| | - Shib Shankar Banerjee
- Department of Elastomers, Leibniz Institute of Polymer Research Dresden, HoheStraße 6, 01069 Dresden, Germany; (S.S.B.); (A.D.)
| | - Amit Das
- Department of Elastomers, Leibniz Institute of Polymer Research Dresden, HoheStraße 6, 01069 Dresden, Germany; (S.S.B.); (A.D.)
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Decoupling the Contributions of ZnO and Silica in the Characterization of Industrially-Mixed Filled Rubbers by Combining Small Angle Neutron and X-Ray Scattering. Polymers (Basel) 2020; 12:polym12030502. [PMID: 32106486 PMCID: PMC7182841 DOI: 10.3390/polym12030502] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 02/17/2020] [Accepted: 02/22/2020] [Indexed: 11/17/2022] Open
Abstract
Scattering techniques with neutrons and X-rays are powerful methods for the investigation of the hierarchical structure of reinforcing fillers in rubber matrices. However, when using only X-ray scattering, the independent determination of the filler response itself sometimes remains an issue because of a strong parasitic contribution of the ZnO catalyst and activator in the vulcanization process. Microscopic characterization of filler-rubber mixtures even with only catalytic amounts of ZnO is, therefore, inevitably complex. Here, we present a study of silica aggregates dispersed in an SBR rubber in the presence of the catalyst and show that accurate partial structure factors of both components can be determined separately from the combination of the two scattering probes, neutrons, and X-rays. A unique separation of the silica filler scattering function devoid of parasitic catalyst scattering becomes possible. From the combined analysis, the catalyst contribution is determined as well and results to be prominent in the correction scheme. The experimental nano-structure of the ZnO after the mixing process as the by-product of the scattering decomposition was found also to be affected by the presence or absence of silica in the rubber mixture, correlated with the shear forces in the mixing and milling processes during sample preparation. The presented method is well suited for studies of novel dual filler systems.
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Staropoli M, Gerstner D, Sztucki M, Vehres G, Duez B, Westermann S, Lenoble D, Pyckhout-Hintzen W. Hierarchical Scattering Function for Silica-Filled Rubbers under Deformation: Effect of the Initial Cluster Distribution. Macromolecules 2019. [DOI: 10.1021/acs.macromol.9b01751] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Mariapaola Staropoli
- Luxembourg Institute of Science and Technology, 41 Rue du Brill, 4422 Belvaux, Luxembourg
| | - Dominik Gerstner
- Goodyear S.A., Avenue Gordon Smith, 7750 Colmar-Berg, Luxembourg
| | - Michael Sztucki
- ESRF Grenoble, 71 Avenue des Martyrs, 38000 Grenoble, France
| | - Guido Vehres
- Forschungszentrum Jülich, Wilhelm-Johnen-Strasse, 52428 Jülich, Germany
| | - Benoit Duez
- Goodyear S.A., Avenue Gordon Smith, 7750 Colmar-Berg, Luxembourg
| | | | - Damien Lenoble
- Luxembourg Institute of Science and Technology, 41 Rue du Brill, 4422 Belvaux, Luxembourg
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Trinh GH, Desloir M, Dutertre F, Majesté JC, Dalmas F, Baeza GP. Isostructural softening of the filler network in SBR/silica nanocomposites. SOFT MATTER 2019; 15:3122-3132. [PMID: 30806422 DOI: 10.1039/c8sm02592d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
A new formulation of the widely used nanocomposites based on SBR (ca. 250 kg mol-1) and fractal silica fillers is proposed by substituting the usual covering and coupling agents with short chains (4 kg mol-1) of polypropylene glycol (PPG). We study in a systematic way the structural evolution and the changes in the linear and non-linear mechanical properties of two series of samples varying: (i) the silica volume fraction (Φsi = 0, 5, 10 and 15 vol%) in PPG-free samples and (ii) the amount of PPG for a given silica content Φsi = 15 vol%. While the first series is used as a reference, showing expected trends (e.g. the enhancement of the plateau modulus), the second series reveals in contrast, a surprising PPG insensitivity, both in terms of the filler structure (investigated by means of SAXS, SEM and TEM) and properties "at rest" (linear rheology). However, increasing the strain amplitude (both in shear and tensile tests) discloses the great effect of the oligomers, opening possibly the way to a fruitful decorrelation between the low and high deformation performances of tires. Although this study is limited to the investigation of uncrosslinked materials, it will be extended to more operative industrial formulations in due course.
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Affiliation(s)
- Giang Hoang Trinh
- Univ Lyon, INSA-Lyon, CNRS, MATEIS, UMR 5510, F-69621, Villeurbanne, France.
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Manoharan P, Naskar K. Biologically sustainable rubber resin and rubber-filler promoter: a precursor study. POLYM ADVAN TECHNOL 2017. [DOI: 10.1002/pat.4034] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Partheban Manoharan
- Rubber Technology Centre; Indian Institute of Technology; Kharagpur 721302 India
| | - Kinsuk Naskar
- Rubber Technology Centre; Indian Institute of Technology; Kharagpur 721302 India
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