Intelligent Flexible Pressure Sensors with Improved Sensing Range and Sensitivity Based on 3D-Graphene Patterning Induced by UV Laser

被引:5
作者
Jin, Weiye [1 ,2 ,3 ]
Pei, Jiayun [1 ,2 ,3 ]
Cao, Yutong [1 ,2 ,3 ]
Zhao, Haiyan [1 ,2 ,3 ]
机构
[1] Tsinghua Univ, Dept Mech Engn, Beijing 100084, Peoples R China
[2] Tsinghua Univ, State Key Lab Clean & Efficient Turbomachinery Pow, Beijing 100084, Peoples R China
[3] Tsinghua Univ, State Key Lab Tribol Adv Equipment, Beijing 100084, Peoples R China
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
laser-induced graphene; flexible sensor; laserprocessing; machine learning; human-machineinteraction; GRAPHENE;
D O I
10.1021/acsami.4c15808
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Intelligent flexible sensors are an integral component of the next generation of consumer electronics. However, developing a flexible pressure sensing system that possesses both high sensitivity and a sensing range remains a key challenge in practical applications. Herein, a machine learning-assisted 3D laser-induced graphene (3D-LIG)/polydimethylsiloxane composite flexible pressure sensing system based on ultraviolet (UV) laser integrated fabrication was proposed. Low-cost LIG-based flexible sensors with a 3D carbonized structure were prepared by selective UV laser ablation and laser-induced graphitization. The interlayer interlocking structure, combined with the internal porous structure of LIG, enriches the sensing mechanism, allowing the sensor to exhibit triphasic linear response characteristics, demonstrating a large sensing range (0-500 kPa) and high sensitivity (0-20 kPa, 3.047 kPa-1). Based on machine-learning algorithms, an intelligent wearable sign language translation system was constructed capable of high-precision recognition of complex sign language sequence information. The integration of LIG with 3D microstructures allows a wider space for designing LIG-based flexible sensing structures and offers a promising platform for the development of intelligent wearable devices.
引用
收藏
页码:66763 / 66772
页数:10
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