A tri-modal tactile sensor based on porous ionic hydrogel for decoupled sensing of temperature and pressure

MATERIALS TODAY PHYSICS(2024)

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摘要
Developing simple device configurations to satisfy independent thermal and force sensing is critical for improving the recognition and manipulation capabilities of robotic hands on objects, but it remains a challenge. In this paper, through the composition adjustment of polyvinyl alcohol, KOH, nano -silica, glycerin, and the microporous structure design, the prepared ionic hydrogel sensor has promising comprehensive performance. It shows thermal sensitivity (-0.47 % degrees C-1, 0-20 degrees C; -0.24 % degrees C-1, 20-50 degrees C), pressure sensitivity (1 kPa-1, 0-300 kPa), pressure detection limit of 1 Pa, and mechanical durability (1000 compression fatigue cycles at 100 kPa). More importantly, the pressure -sensitive and thermal -sensitive properties hardly interfere with each other due to the ionic hydrogel network's synergy of excellent water retention, anti -freezing properties and heat insulation ability. The multifunctional tactile sensor is integrated into a robot hand to obtain force and thermal information of the measured object, and combined with machine learning algorithms to realize object recognition. The proposed sensing scheme has been applied to 6 kinds of fruit and vegetable classification tasks in a cold chain logistics scenario, showing a classification accuracy of 95 %.
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关键词
Multi-function,Tactile sensor,Ionic hydrogel,Decoupled sensing,Supercapacitive interface
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