Highly Oxidation-Resistant and Self-Healable MXene-Based Hydrogels for Wearable Strain Sensor

被引:174
作者
Chae, Ari [1 ,2 ]
Murali, G. [3 ,4 ]
Lee, Seul-Yi [5 ]
Gwak, Jeonghwan [3 ,6 ,7 ]
Kim, Seon Joon [2 ,8 ]
Jeong, Yong Jin [3 ,9 ]
Kang, Hansol [3 ,4 ]
Park, Seongmin [3 ,4 ]
Lee, Albert S. [2 ,8 ]
Koh, Dong-Yeun [1 ]
In, Insik [3 ,4 ]
Park, Soo-Jin [5 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Chem & Biomol Engn, Daejeon 34141, South Korea
[2] Korea Inst Sci & Technol, Convergence Res Ctr Solut Electromagnet Interferen, Hwarang Ro 14 Gil 5, Seoul 02792, South Korea
[3] Korea Natl Univ Transportat, Dept IT Energy Convergence BK21 4, Chungju 27469, South Korea
[4] Korea Natl Univ Transportat, Chem Ind Inst, Dept Polymer Sci & Engn, Chungju 27469, South Korea
[5] Inha Univ, Dept Chem, Incheon 22212, South Korea
[6] Korea Natl Univ Transportat, Dept Software, Dept Biomed Engn, Chungju 27469, South Korea
[7] Korea Natl Univ Transportat, Dept AI Robot Engn, Chungju 27469, South Korea
[8] Korea Inst Sci & Technol, Mat Architecture Res Ctr, Seoul 02792, South Korea
[9] Korea Natl Univ Transportat, Dept Mat Sci & Engn, Chungju 27469, South Korea
基金
新加坡国家研究基金会;
关键词
deep learning; hydrogels; MXenes; oxidation; poly(vinyl alcohol); sensors; SURFACE FUNCTIONALIZATION; NANOSHEETS; COMPOSITE;
D O I
10.1002/adfm.202213382
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Very recently, MXene-based wearable hydrogels have emerged as promising candidates for epidermal sensors due to their tissue-like softness and unique electrical and mechanical properties. However, it remains a challenge to achieve MXene-based hydrogels with reliable sensing performance and prolonged service life, because MXene inevitably oxidizes in water-containing system of the hydrogels. Herein, catechol-functionalized poly(vinyl alcohol) (PVA-CA)-based hydrogels is proposed to inhibit the oxidation of MXene, leading to rapid self-healing and superior strain sensing behaviors. Sufficient interaction of hydrophobic catechol groups with the MXene surface reduces the oxidation-accessible sites in the MXene for reaction with water and eventually suppresses the oxidation of MXene in the hydrogel. Furthermore, the PVA-CA-MXene hydrogel is demonstrated for use as a strain sensor for real-time motion monitoring, such as detecting subtle human motions and handwriting. The signals of PVA-CA-MXene hydrogel sensor can be accurately classified using deep learning models.
引用
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页数:11
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