ArticleNature communications2026
Monolithic 6-Axis Force/Torque Sensing by a Single Ultrathin Piezoceramic Shell.
Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Authors and funding
12 authors.
Funding
Abstract
Miniature multi-axis force/torque sensors are essential for advanced robotics and wearable devices, yet their development is hindered by complex multi-beam structures and laborious calibration. We overcome this by introducing a monolithic 6-axis force/torque sensor constructed from a single, ultrathin-walled piezoceramic shell. This architecture eliminates the need for multi-component assembly and algorithm-driven decoupling, relying instead on the intrinsic mechanical deformation modes of the engineered shell for direct and reliable dynamic force/torque variation measurement. Leveraging this architecture, our sensor enables straightforward calibration and achieves a decoupling accuracy of 99.37% across 120,000 randomized dynamic tests. We fabricated the core sensing element as a 50-μm-thick annular piezoceramic shell to maximize sensitivity and limit of detection, achieving detection limits better than 3 mN in normal force, 4 mN in tangential force, and 0.3 mN·m in torque. We demonstrate a compact, 3.85-gram sensor (2.53 cm³) that integrates seamlessly into robotic grippers for event-driven delicate assembly and into exoskeletons for high-fidelity dynamic monitoring of in-home rehabilitation. This work establishes an architecture for inherently decoupled force/torque sensing, with broad potential in advanced robotics, prosthetics, and personalized medicine.
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Registered trials
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