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Micropyramidal Flexible Ion Gel Sensor for Multianalyte Discrimination and Strain Compensation

Title
Micropyramidal Flexible Ion Gel Sensor for Multianalyte Discrimination and Strain Compensation
Author
김재균
Keywords
ion gel; VOC ssensor; flexible; machine learning; strain compensation
Issue Date
2023-05-18
Publisher
AMER CHEMICAL SOC
Citation
ACS APPLIED MATERIALS & INTERFACES, v. 15, NO 21, Page. 26138-26147
Abstract
A highly sensitive and flexible gas sensor that can detect a wide range of chemicals is crucial for wearable applications. However, conventional single resistance-based flexible sensors face challenges in maintaining chemical sensitivity under mechanical stress and can be affected by interfering gases. This study presents a versatile approach for fabricating a micropyramidal flexible ion gel sensor, which accomplishes sub-ppm sensitivity (<80 ppb) at room temperature and discrimination capability between various analytes, including toluene, isobutylene, ammonia, ethanol, and humidity. The discrimination accuracy of our flexible sensor is as high as 95.86%, enhanced by using machine learning-based algorithms. Moreover, its sensing capability remains stable with only a 2.09% change from the flat state to a 6.5 mm bending radius, further amplifying its universal usage for wearable chemical sensing. Therefore, we envision that a micropyramidal flexible ion gel sensor platform assisted by machine learning-based algorithms will provide a new strategy toward next-generation wearable sensing technology.
URI
https://information.hanyang.ac.kr/#/eds/detail?an=001014113900001&dbId=edswschttps://repository.hanyang.ac.kr/handle/20.500.11754/190057
ISSN
1944-8244; 1944-8252
DOI
10.1021/acsami.3c02570
Appears in Collections:
COLLEGE OF SCIENCE AND CONVERGENCE TECHNOLOGY[E](과학기술융합대학) > PHOTONICS AND NANOELECTRONICS(나노광전자학과) > Articles
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