EventsThe 1st International Online Conference on Lubricants and Tribological Contacts
Published
This submission belongs to the session S3. Mechanics of Contacts of the event The 1st International Online Conference on Lubricants and Tribological Contacts
Published date
12 Nov, 2026
Academic Editor
author-avatarPatricia Johns-Rahnejat
Contribution&Funding
Conceptualization,
[Ashfaqul Hoque Khadem] ; [Lihua Lou]
Methodology,
[Ashfaqul Hoque Khadem]
Formal analysis,
[Ashfaqul Hoque Khadem]
Investigation,
[Ashfaqul Hoque Khadem]
Supervision,
[Lihua Lou]
Project administration,
[Lihua Lou]
Funding acquisition,
[Lihua Lou]
Funding: --
Citation
Ashfaqul Hoque Khadem, Lihua Lou, Particle-Size-Dependent Nanomechanical Behavior of Fe₃O₄-Reinforced Electrospun PVDF Nanofibers, in Proceedings of The 1st International Online Conference on Lubricants and Tribological Contacts, 16 November–17 November 2026, MDPI: Basel, Switzerland
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Particle-Size-Dependent Nanomechanical Behavior of Fe3O4-Reinforced Electrospun PVDF Nanofibers

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1. Department of Mechanical Engineering, Clemson University, Clemson, 29631, USA
Abstract

Poly(vinylidene fluoride) (PVDF) is a semi-crystalline polymer with tunable mechanical, piezoelectric, and chemical resistance properties. PVDF nanofibers have found tremendous applications in sensing, energy storage, and bio-scaffold applications. Yet, the nanoparticle-induced nanomechanical attributes of such nanofibers remain underexplored. Here, we fabricate PVDF and PVDF-Fe3O4 nanofibers leveraging electrospinning and investigate the nanoscale mechanics using atomic force microscopy (AFM). To elucidate the mechanical response, we reinforce PVDF with 20 and 50 nm sizes of Fe3O4 nanoparticles. Our results indicate that reducing particle size alters the fiber morphology, surface roughness, distribution of crystalline-amorphous regions, and local modulus of the nanofiber composites. Additionally, we observe load-dependent modulus behavior, in which increasing the load reduces the local modulus across all samples. Among the nanofibers, the 20 nm system showed the highest modulus (2.78 MPa) at 500 nN compared to the neat PVDF or in 50 nm systems. To explain such behavior, we leverage some micromechanical models (Voigt, Reuss, Halpin-Tsai, Mori-Tanaka, Guth-Gold) to theoretically calculate the composite modulus, but they fail to replicate the experimental results. To explain the particle-size-induced mechanics, we develop a theoretical model that accounts for AFM contact mechanics and nanoparticle size inclusions. Our proposed model produced mean absolute percentage errors of 9.29% and 15.26% for the 20 nm and 50 nm systems, respectively. While other micromechanical models fail, our model provides a logical solution to the nanoparticle-induced modulus response in PVDF nanofiber systems.

Keywords
anoscale mechanics
nanofibers
atomic force microscopy
modulus mapping theoretical models
electrospinning
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