4.8 Article

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

Journal

NANO ENERGY
Volume 96, Issue -, Pages -

Publisher

ELSEVIER
DOI: 10.1016/j.nanoen.2022.107073

Keywords

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

Funding

  1. National Natural Science Foundation of China [11972323, 11672269, 51675485, 51572242, 12002308]
  2. Zhejiang Provincial Natural Science Foundation of China [LQ22A020009, LR20A020002, LR18E050002, LR19E020004, LZY21E030002, D21F030003]
  3. Fundamental Research Funds for the Provincial Universities of Zhejiang [RFB2019004]
  4. 111 Project [D16004]
  5. Department of Education of Zhejiang Province [Y202043208]

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This study presents a flexible six-dimensional force sensor inspired by traditional Chinese ancient architecture, which can simultaneously perceive 3D force and moment. It is applicable for precise correction and orthodontic treatment.
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 x 7 x 7 mm(3)) 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.

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