Enabling Rapid Filler‐Free Magnetic Actuation of Shape Memory Polymer Composites Using Woven Carbon Fabrics as Eddy Current Susceptor

Sahar Ebrahimi, Reza Gholami, Cheol‐Hee Ahn, Sarawut Rimdusit · Wiley · 2026

A filler-free magnetic induction heating strategy uses conductive woven carbon fabrics in shape memory polymer composites, with laminate lay-up tuned to achieve full shape recovery in 30 s.

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Plain English summary

Magnetic induction heating (MIH) can trigger shape recovery in shape memory polymer composites, but conventional MIH often needs magnetic fillers that are hard to disperse and do not reinforce the material. This study proposes a filler-free MIH approach for carbon fiber reinforced SMPCs by using woven carbon fabrics themselves to generate eddy currents for heating. The authors compare different laminate lay-ups (non-hybrid vs hybrid combinations of 0° and 45° plies) and evaluate mechanical behavior, MIH behavior, and shape memory response. The hybrid 45°/0°/45° laminate is reported as optimal: it addresses bending-induced damage seen in 0°-dominant designs while maintaining higher strength. It also achieves faster actuation, reaching full shape recovery in 30 s versus 80 s for a 45°/45°/45° laminate, attributed to improved eddy-current generation and increased stored elastic energy during shape fixation.

Why this matters

Introduces a filler-free MIH actuation method for shape memory polymer composites by using woven carbon fabrics as the eddy-current susceptor, and shows an optimized hybrid laminate architecture (45°/0°/45°) for improved actuation speed and damage resistance. The abstract provides experimental performance comparisons but does not mention prototypes, field testing, manufacturability at scale, or commercialization evidence.

Key findings

  • Filler-free MIH actuation is enabled by the electrical conductivity of woven carbon fabrics in carbon fiber reinforced SMPCs.
  • Laminate lay-up strongly affects mechanical, MIH, and shape memory responses.
  • The hybrid 45°/0°/45° laminate is identified as optimal, mitigating bending-induced damage while retaining higher strength.
  • Full shape recovery is achieved in 30 s for the 45°/0°/45° laminate versus 80 s for the 45°/45°/45° laminate.
  • The 0° mid-ply is linked to faster actuation via lower in-plane electrical resistance (stronger eddy currents) and higher storage modulus (more stored elastic energy).

Limitations

The abstract does not specify device-level demonstrations, long-term cycling durability, environmental stability, or scalability/manufacturing constraints beyond laminate comparisons.

Publication

Publisher
Wiley
Publication date
January 23, 2026
Research type
Paper
License
http://onlinelibrary.wiley.com/termsAndConditions#vor

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Method note: Summaries and ratings on this page are generated by AI from the abstract only. Read the original paper for full context. · Model: gpt-5.4-nano-2026-03-17