Study on vertical printing of thermally driven PLA actuators: residual stress modulation in FDM-based 4D printing

Liulan Lin, Shaolong Qiu, Jiajie Yan · IOP Publishing · 2025

Vertical thermally driven PLA 4D printing can modulate residual stress via nozzle temperature and printing speed, enabling controlled multi-level bending in a fabricated thermally responsive fan-blade structure.

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Plain English summary

The study addresses a gap in 4D printing research: while many works focus on planar deformation, the mechanisms behind how printing parameters affect vertically printed structures are not well understood. The authors propose a thermally driven vertical 4D printing method for PLA and systematically study how nozzle temperature, line width, layer height, and printing speed affect bending angle and flattening load. They report that nozzle temperature and printing speed have the strongest influence on residual stress regulation, and provide a parameter set that yields a bending angle of 44.960° and a flattening load of 7.64 N. They also compare residual stress development between vertical and planar printing modes, concluding that vertical printing accumulates less heat and dissipates thermal energy more efficiently, leading to smaller deformations. Finally, they fabricate a programmable thermally responsive fan-blade structure that combines planar and vertical printing strategies with gradient settings of line width and speed, which they state validates the feasibility of vertical printing for multi-level deformation control in complex structures.

Why this matters

The abstract claims this is the first to elucidate the dynamic interplay between anisotropic heat transfer and parameter interactions in vertical 4D printing. The abstract demonstrates fabrication of a thermally responsive fan-blade structure, but does not provide evidence of commercialization, productization, or field testing.

Key findings

  • Nozzle temperature and printing speed have the most significant influence on residual stress regulation in vertical PLA printing.
  • A reported parameter combination (190 °C nozzle temperature, 0.26 mm layer height, 0.25 mm line width, 250 mm/s on A side and 50 mm/s on B side) achieves bending angle 44.960° and flattening load 7.64 N.
  • Vertical printing accumulates less heat and dissipates thermal energy more efficiently than planar printing, resulting in substantially smaller deformations.
  • A programmable thermally responsive fan-blade structure was fabricated using combined planar and vertical printing with gradient line width and speed to achieve multi-level deformation control.

Limitations

The abstract does not specify long-term durability, cycling performance, environmental stability, or quantitative comparisons beyond the reported bending angle/flattening load and qualitative heat dissipation/deformation statements.

Publication

Publisher
IOP Publishing
Publication date
July 1, 2025
Research type
Paper
License
https://iopscience.iop.org/page/copyright

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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