An intelligent dual-sensing e-skin system for pressure and temperature detection using laser-induced graphene and polydimethylsiloxane

被引:8
|
作者
Guo, Jingjing [1 ]
Liu, Xueqian [1 ]
Sun, Zhongsen [1 ]
Zheng, Xuqi [1 ]
Sung, Ho-Kun [2 ]
Yao, Zhao [1 ]
Li, Yang [3 ]
Li, Yuanyue [1 ]
机构
[1] Qingdao Univ, Coll Elect & Informat, Qingdao 266071, Peoples R China
[2] Korea Adv Nano Fab Ctr KANC, Dept Thin Film, Suwon 443270, South Korea
[3] Shandong Univ, Sch Microelect, Jinan 250101, Peoples R China
基金
中国国家自然科学基金;
关键词
E; -skin; Pressure and temperature signals; Single path; Dual sensing; Long Short -Term Memory; SENSORS;
D O I
10.1016/j.matdes.2024.112640
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Motivated by artificial intelligence, we present a novel electronic skin (e-skin) system capable of dual-sensing pressure and temperature signals. Our approach utilizes laser-induced graphene and polydimethylsiloxane, offering a simple yet efficient method for e-skin preparation. Experimental results reveal exceptional performance with good pressure sensitivity (0.037 kPa-1 at 0-50 kPa), a wide detection range (0-220 kPa), a fast response time of 56 ms, an ultra-low detection limit (30 Pa), and excellent stability (8000 cycles). Additionally, the e-skin exhibits positive temperature coefficients (0.0025 degrees C-1) within 20-100 degrees C, a rapid response time of 2.57 s, an extremely low detection limit (1 degrees C), and stability after 50 cycles. Crucially, our intelligent e-skin system, employing a Long Short-Term Memory algorithm, enables real-time multi-modal tactile perception, accurately separating mixed pressure and temperature signals. This versatile technology holds immense potential for applications in intelligent robotics and human health monitoring.
引用
收藏
页数:13
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