journal article·2023-05-31

Micropyramidal Flexible Ion Gel Sensor for Multianalyte Discrimination and Strain Compensation

Jeongho Lee, Quang Trung Le, Dawoon Lee, Seonho Nam, Thi Huyen Nguyen, Yongjun Song, Joonsoo Sung, Seung-Woo Son, Jaekyun Kim

ACS Applied Materials & Interfaces· Volume 15· Issue 21
Publisher page

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.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Gas Sensing Nanomaterials and Sensors · Analytical Chemistry and Sensors · Advanced Chemical Sensor Technologies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Photonics and Nanoelectronics, Hanyang University, Ansan, Gyeonggi 15888, Republic of Korea

BK21 FOUR ERICA-ACE Center, Hanyang University, Ansan, Gyeonggi 15588, Republic of Korea

Department of Applied Physics, Hanyang University, Ansan, Gyeonggi 15888, Republic of Korea

Department of Applied Artificial Intelligence, Hanyang University, Ansan, Gyeonggi 15888, Republic of Korea

Funding

National Research Foundation of Korea · Hanyang University · Korea Basic Science Institute · Institute for Information and Communications Technology Promotion

References (65)

Show source-provided references
1. 10.1002/adma.20190274310.1002/adma.201902743 ↗
2. 10.1002/admt.20180054610.1002/admt.201800546 ↗
3. 10.1002/advs.20220563210.1002/advs.202205632 ↗
4. 10.1021/acsami.2c2283510.1021/acsami.2c22835 ↗
5. 10.1016/j.scitotenv.2007.09.00310.1016/j.scitotenv.2007.09.003 ↗
6. 10.1016/S0140-6736(14)60617-610.1016/S0140-6736(14)60617-6 ↗
7. 10.1039/D0EM00504E10.1039/D0EM00504E ↗
8. 10.1038/s41598-021-86686-110.1038/s41598-021-86686-1 ↗
9. 10.1149/1945-7111/ab67a610.1149/1945-7111/ab67a6 ↗
10. 10.1021/acsami.9b0570910.1021/acsami.9b05709 ↗
11. 10.1002/smm2.114710.1002/smm2.1147 ↗
12. 10.1021/acsomega.1c0143510.1021/acsomega.1c01435 ↗
13. 10.1021/acssensors.6b0025010.1021/acssensors.6b00250 ↗
14. 10.1002/smm2.114110.1002/smm2.1141 ↗
15. 10.1016/j.snb.2019.12737110.1016/j.snb.2019.127371 ↗
16. 10.1016/j.snb.2021.13083010.1016/j.snb.2021.130830 ↗
17. 10.1007/s00604-018-2750-510.1007/s00604-018-2750-5 ↗
18. 10.1016/j.mseb.2017.12.03610.1016/j.mseb.2017.12.036 ↗
19. 10.1021/acsami.1c2522110.1021/acsami.1c25221 ↗
20. 10.1002/adma.20150424510.1002/adma.201504245 ↗
21. 10.1021/acsami.8b1985910.1021/acsami.8b19859 ↗
22. 10.1002/eem2.1202310.1002/eem2.12023 ↗
23. 10.1088/2053-1583/aa678310.1088/2053-1583/aa6783 ↗
24. 10.1016/j.snb.2017.11.03210.1016/j.snb.2017.11.032 ↗
25. 10.1021/acsami.2c1486310.1021/acsami.2c14863 ↗
26. 10.1021/acsnano.0c0901510.1021/acsnano.0c09015 ↗
27. 10.1016/j.nanoen.2022.10771110.1016/j.nanoen.2022.107711 ↗
28. 10.1016/j.sna.2020.11187510.1016/j.sna.2020.111875 ↗
29. 10.1002/smll.20220349110.1002/smll.202203491 ↗
30. 10.1016/j.snb.2022.13143810.1016/j.snb.2022.131438 ↗
31. 10.1038/s41598-020-58965-w10.1038/s41598-020-58965-w ↗
32. 10.1016/j.carbon.2021.04.08010.1016/j.carbon.2021.04.080 ↗
33. 10.1002/adfm.20200952410.1002/adfm.202009524 ↗
34. 10.1002/aelm.20200124010.1002/aelm.202001240 ↗
35. 10.1021/acsapm.9b0067510.1021/acsapm.9b00675 ↗
36. 10.1002/advs.20220218710.1002/advs.202202187 ↗
37. 10.1016/j.mtnano.2021.10015910.1016/j.mtnano.2021.100159 ↗
38. 10.1016/j.nanoen.2021.10592510.1016/j.nanoen.2021.105925 ↗
39. 10.1039/D0TA00090F10.1039/D0TA00090F ↗
40. 10.1002/adma.20170685110.1002/adma.201706851 ↗
41. 10.1021/acssuschemeng.0c0032710.1021/acssuschemeng.0c00327 ↗
42. 10.1021/acssensors.9b0238310.1021/acssensors.9b02383 ↗
43. 10.1038/srep1121610.1038/srep11216 ↗
44. 10.1039/C0CC03892J10.1039/C0CC03892J ↗
45. 10.1016/j.nanoen.2022.10801210.1016/j.nanoen.2022.108012 ↗
46. 10.1016/j.coco.2023.10154410.1016/j.coco.2023.101544 ↗
47. 10.1016/j.jpowsour.2009.06.08810.1016/j.jpowsour.2009.06.088 ↗
48. 10.1021/la802045j10.1021/la802045j ↗
49. 10.1366/00037020778329200010.1366/000370207783292000 ↗
50. 10.1016/j.colsurfa.2020.12558610.1016/j.colsurfa.2020.125586 ↗
51. 10.1021/acs.jpcb.6b1012510.1021/acs.jpcb.6b10125 ↗
52. 10.1016/j.memsci.2020.11818810.1016/j.memsci.2020.118188 ↗
53. 10.1021/nl049841k10.1021/nl049841k ↗
54. 10.1039/D2MH00284A10.1039/D2MH00284A ↗
55. 10.1002/adfm.20230004610.1002/adfm.202300046 ↗
56. 10.1021/acs.analchem.5b0405010.1021/acs.analchem.5b04050 ↗
57. 10.1016/j.snb.2020.12848410.1016/j.snb.2020.128484 ↗
58. 10.1021/acsaelm.2c0138310.1021/acsaelm.2c01383 ↗
59. 10.1126/science.172.3978.5710.1126/science.172.3978.57 ↗
60. 10.1021/ac011007h10.1021/ac011007h ↗
61. 10.3389/fchem.2018.0005910.3389/fchem.2018.00059 ↗
62. 10.1351/pac20007212227510.1351/pac200072122275 ↗
63. 10.1021/jp971775610.1021/jp9717756 ↗
64. 10.1023/A:100518670132910.1023/A:1005186701329 ↗
65. 10.1007/BF0097626210.1007/BF00976262 ↗