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Flexible six-dimensional force sensor inspired by the tenon-and-mortise structure of ancient Chinese architecture for orthodontics

  • Jiahui Hu
  • , Ye Qiu
  • , Xueer Wang
  • , Lelun Jiang
  • , Xiaoyan Lu
  • , Ming Li
  • , Zhiqiang Wang
  • , Kai Pang
  • , Ye Tian
  • , Wenan Zhang
  • , Zhen Xu
  • , Hengjie Zhang
  • , Hangcheng Qi
  • , Aiping Liu
  • , Zheng Zhang
  • , Huaping Wu*
  • *Corresponding author for this work
  • Zhejiang University of Technology
  • Sun Yat-Sen University
  • School of Civil Engineering, Harbin Institute of Technology
  • Dalian University of Technology
  • Zhejiang University
  • Zhejiang Sci-Tech University

Research output: Contribution to journalArticlepeer-review

Abstract

Precise multi-axis operation is essentially required in orthodontics for tooth movement. Despite the development of flexible multi-dimensional force sensors that have effectively perceived multi-dimensional forces, they still face the challenge of simultaneously 3D force and moment in a single flexible force sensor. Six-dimensional force perception can successfully operate objects that critically rely on directional tracking and accurate monitoring of complex multi-axis stimuli. To realize the integration of sensing units with the perception of six-dimensional force under even a soft touch, we design a flexible six-dimensional force sensor with tenon-and-mortise interlocking structures inspired by traditional Chinese ancient architecture. This unique structure enables conjunction of deformation, which can be studied and decoded by Deep Neural Networks (DNN) with six-dimensional force, including forces and rotating moments in the x, y, and z directions. This soft sensor with minimal size (7 × 7 × 7 mm3) and high detection accuracy (the DNN error is below 10−4) can be used in orthodontic treatment for precise correction with a full collection of orthodontic force. This unique flexible six-dimensional force sensor provides a new strategy for the design of multi-dimensional force sensors, paving the way for the development of intelligent robotics, interactive human-machine interfacing, and advanced prosthetics.

Original languageEnglish
Article number107073
JournalNano Energy
Volume96
DOIs
StatePublished - 1 Jun 2022
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Deep neural networks
  • Orthodontic
  • Six-dimensional force
  • Tenon-and-mortise structure

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