1
|
Muhammad A, Srivastava R, Koutroumanis N, Semitekolos D, Chiavazzo E, Pappas PN, Galiotis C, Asinari P, Charitidis CA, Fasano M. Mesoscopic Modeling and Experimental Validation of Thermal and Mechanical Properties of Polypropylene Nanocomposites Reinforced By Graphene-Based Fillers. Macromolecules 2023; 56:9969-9982. [PMID: 38161324 PMCID: PMC10753874 DOI: 10.1021/acs.macromol.3c01529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 10/19/2023] [Accepted: 11/22/2023] [Indexed: 01/03/2024]
Abstract
The development of nanocomposites relies on structure-property relations, which necessitate multiscale modeling approaches. This study presents a modeling framework that exploits mesoscopic models to predict the thermal and mechanical properties of nanocomposites starting from their molecular structure. In detail, mesoscopic models of polypropylene (PP)- and graphene-based nanofillers (graphene (Gr), graphene oxide (GO), and reduced graphene oxide (rGO)) are considered. The newly developed mesoscopic model for the PP/Gr nanocomposite provides mechanistic information on the thermal and mechanical properties at the filler-matrix interface, which can then be exploited to enhance the prediction accuracy of traditional continuum simulations by calibrating the thermal and mechanical properties of the filler-matrix interface. Once validated through a dedicated experimental campaign, this multiscale model demonstrates that with the modest addition of nanofillers (up to 2 wt %), the Young's modulus and thermal conductivity show up to 35 and 25% enhancement, respectively, whereas the Poisson's ratio slightly decreases. Among the different combinations tested, the PP/Gr nanocomposite shows the best mechanical properties, whereas PP/rGO demonstrates the best thermal conductivity. This validated mesoscopic model can contribute to the development of smart materials with enhanced mechanical and thermal properties based on polypropylene, especially for mechanical, energy storage, and sensing applications.
Collapse
Affiliation(s)
- Atta Muhammad
- Department
of Energy, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy
- Department
of Mechanical Engineering, Mehran University
of Engineering and Technology, SZAB Campus, 66020 Khairpur Mir’s, Sindh, Pakistan
| | - Rajat Srivastava
- Department
of Energy, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy
- Department
of Engineering for Innovation, University
of Salento, Piazza Tancredi
7, 73100, Lecce, Italy
| | - Nikolaos Koutroumanis
- Foundation
of Research and Technology-Hellas, Institute
of Chemical Engineering Sciences, Stadioustr Rion26504, Patras, Greece
| | - Dionisis Semitekolos
- School
of Chemical Engineering, National Technical
University of Athens, 9 Heroon Polytechniou, 15780 Athens, Greece
| | - Eliodoro Chiavazzo
- Department
of Energy, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy
| | - Panagiotis-Nektarios Pappas
- Foundation
of Research and Technology-Hellas, Institute
of Chemical Engineering Sciences, Stadioustr Rion26504, Patras, Greece
| | - Costas Galiotis
- Foundation
of Research and Technology-Hellas, Institute
of Chemical Engineering Sciences, Stadioustr Rion26504, Patras, Greece
- Department
of Chemical Engineering, University of Patras, 1 Caratheodory26504 Patras, Greece
| | - Pietro Asinari
- Department
of Energy, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy
- Istituto
Nazionale di Ricerca Metrologica, Strada delle Cacce 91, 10135 Torino, Italy
| | - Costas A. Charitidis
- School
of Chemical Engineering, National Technical
University of Athens, 9 Heroon Polytechniou, 15780 Athens, Greece
| | - Matteo Fasano
- Department
of Energy, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy
| |
Collapse
|
2
|
Muhammad A, Sáenz Ezquerro C, Srivastava R, Asinari P, Laspalas M, Chiminelli A, Fasano M. Atomistic to Mesoscopic Modelling of Thermophysical Properties of Graphene-Reinforced Epoxy Nanocomposites. NANOMATERIALS (BASEL, SWITZERLAND) 2023; 13:1960. [PMID: 37446476 DOI: 10.3390/nano13131960] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 06/16/2023] [Accepted: 06/23/2023] [Indexed: 07/15/2023]
Abstract
This research addresses the need for a multiscale model for the determination of the thermophysical properties of nanofiller-enhanced thermoset polymer composites. Specifically, we analyzed the thermophysical properties of an epoxy resin containing bisphenol-A diglyceryl ether (DGEBA) as an epoxy monomer and dicyandiamide (DICY) and diethylene triamine (DETA) as cross-linking agents. The cross-linking process occurs at the atomistic scale through the formation of bonds among the reactive particles within the epoxy and hardener molecules. To derive the interatomic coarse-grained potential for the mesoscopic model and match the density of the material studied through atomic simulations, we employed the iterative Boltzmann inversion method. The newly developed coarse-grained molecular dynamics model effectively reproduces various thermophysical properties of the DGEBA-DICY-DETA resin system. Furthermore, we simulated nanocomposites made of the considered epoxy additivated with graphene nanofillers at the mesoscopic level and verified them against continuum approaches. Our results demonstrate that a moderate amount of nanofillers (up to 2 wt.%) increases the elastic modulus and thermal conductivity of the epoxy resin while decreasing the Poisson's ratio. For the first time, we present a coarse-grained model of DGEBA-DICY-DETA/graphene materials, which can facilitate the design and development of composites with tunable thermophysical properties for a potentially wide range of applications, e.g., automotive, aerospace, biomedical, or energy ones.
Collapse
Affiliation(s)
- Atta Muhammad
- Department of Energy, Politecnico di Torino, 10129 Torino, Italy
- Department of Mechanical Engineering, MUET SZAB Campus, Khairpur Mir's 66020, Pakistan
| | | | - Rajat Srivastava
- Department of Energy, Politecnico di Torino, 10129 Torino, Italy
- Department of Engineering for Innovation, University of Salento, 73100 Lecce, Italy
| | - Pietro Asinari
- Department of Energy, Politecnico di Torino, 10129 Torino, Italy
- Istituto Nazionale di Ricerca Metrologica, 10135 Torino, Italy
| | - Manuel Laspalas
- Aragon Institute of Technology ITAINNOVA, 50018 Zaragoza, Spain
| | | | - Matteo Fasano
- Department of Energy, Politecnico di Torino, 10129 Torino, Italy
| |
Collapse
|
3
|
Nicotinamide-based supergelator self-assembling via asymmetric hydrogen bonding NH⋯OC and H⋯Br - pattern for reusable, moldable and self-healable nontoxic fuel gels. J Colloid Interface Sci 2021; 603:182-190. [PMID: 34186397 DOI: 10.1016/j.jcis.2021.06.071] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 06/10/2021] [Accepted: 06/11/2021] [Indexed: 11/23/2022]
Abstract
HYPOTHESIS Development of highly efficient low-molecular weight gelators (LMWGs) for safe energy storage materials is of great demand. Energy storage materials as fuel gels are often achieved by construction of hybrid organic frameworks capable of multiple noncovalent interactions in self-assembly, which allow tuning required properties at the molecular level by altering individual building blocks of the LMWG. However, LMWGs have limited rechargeable capability due to their chemical instability. EXPERIMENTS We designed, synthesized and characterized a novel, bio-inspired chiral gemini amphiphile derivative 1 containing N-hexadecyl aliphatic tails from quaternized nicotinamide-based segment and bromide anion showing supergelation ability in water, alcohols, aprotic polar and aromatic solvents, with critical gel concentrations as low as 0.1 and 0.035 wt% in isopropanol and water, respectively. FINDINGS Nanostructural architecture of the network depended on the solvent used and showed variations in size and shape of 1D nanofibers. Supergelation is attributed to a unique asymmetric NH⋯OC, H⋯Br- hydrogen bonding pattern between H-2 hydrogens from nicotinamide-based segment, amide functional groups from chiral trans-cyclohexane-1,2-diamide-based segment and bromide ions, supporting the intermolecular amide-amide interactions appearing across one strand of the self-assembly. Gels formed from 1 exhibit high stiffness, self-healing, moldable and colorable properties. In addition, isopropanol gels of 1 are attractive as reusable, shape-persistent non-toxic fuels maintaining the chemical structure with gelation efficiency for at least five consecutive burning cycles.
Collapse
|