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Updated: Jan 13, 2026

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Research on Optimizing Forming Accuracy in Food 3D Printing Based on Temperature-Pressure Dual Closed-Loop Control.

Junhua Wang1, Hao Cao1, Jianan Shen1

  • 1School of Mechanical and Electrical Engineering, Henan University of Science and Technology, Luoyang 471003, China.

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|October 29, 2025
PubMed
Summary
This summary is machine-generated.

This study introduces a novel 3D printing system for starch food, achieving 98% printing accuracy. The innovative temperature-pressure control significantly enhances precision for complex food structures.

Keywords:
Bang-Bang and PID hybrid controladaptive fuzzy PID extrusion pressure controlfood 3D printing systemstarch-based printing material

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Area of Science:

  • Food Science and Technology
  • Mechanical Engineering
  • Control Systems

Background:

  • 3D printing of food, particularly starch-based materials, faces challenges in achieving high accuracy due to material property variations and external interferences.
  • Existing systems often struggle with precise control of nozzle temperature and extrusion pressure, leading to defects like over-extrusion and under-extrusion.

Purpose of the Study:

  • To develop and validate a new 3D printing system for starch-based food products.
  • To enhance the printing accuracy and stability of high-viscosity food materials using a novel control strategy.

Main Methods:

  • Implementation of a temperature-pressure double closed-loop collaborative control system.
  • Utilizing a hybrid Bang-Bang and PID control for rapid and accurate nozzle temperature adjustment.
  • Employing an adaptive fuzzy PID algorithm for real-time optimization of extrusion pressure.

Main Results:

  • Achieved a printing accuracy of up to 98% at 40 °C.
  • Reduced pressure fluctuation by 80% compared to conventional methods.
  • Improved molding accuracy of complex structures to 97%, significantly mitigating over-extrusion and under-extrusion issues.

Conclusions:

  • The proposed 3D printing system effectively addresses the accuracy limitations in starch food printing.
  • The collaborative control strategy provides a stable and high-precision solution for printing high-viscosity food materials.
  • This advancement enables the creation of intricate food structures with enhanced fidelity.