Highly sensitive flexible dielectric-response-based taste sensor for generic liquid identification

被引:0
|
作者
Sun, Aixin [1 ]
Wang, Jianyu [1 ]
Hu, Xuan [2 ]
Wang, Jianhui [1 ]
Wan, Zhijiang [2 ]
Wang, Yan [1 ]
Zhu, Renping [2 ]
Wang, Li [1 ]
机构
[1] Nanchang Univ, Dept Phys, Nanchang 330031, Peoples R China
[2] Nanchang Univ, Sch Informat Engn, Nanchang 330031, Peoples R China
来源
FLEXIBLE AND PRINTED ELECTRONICS | 2024年 / 9卷 / 02期
基金
中国国家自然科学基金;
关键词
taste sensor; dielectric response; machine learning; liquid identification; ELECTROCHEMICAL IMPEDANCE SPECTROSCOPY; PH SENSORS; ACID; INTENSITIES; RECEPTORS; BITTER; OXIDES; CELLS;
D O I
10.1088/2058-8585/ad54d0
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Artificial taste sensors mimicking human tongue enables a non-destructive, rapid, and objective method for taste assessment, and the integration of multiple sensing units to fully emulate human gustatory system remains challenge. Here, we present a dielectric-response-based taste (DRT) sensor with a facile structure for generic liquid identification. The representative tastants of the five basic tastes have been identified with a wide range (10 mu M-100 mM), a low limit of the detection (5 mu M), and long-term stability (>30 d). Moreover, mixtures of tastants can be distinguished by combining the potential and conductance measurement modes of the DRT sensor. An accuracy of 98.98% has been achieved on recognizing the types of six different beverages by the proposed sensor with the assistance of machine learning. The DRT sensor based on the idea of direct acquiring dielectric responses shows excellent performances in transcending human gustatory senses, providing an efficient, stable and low-cost method for applications in food industry, pharmaceutics, and environment monitoring.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] A Highly Sensitive and Flexible Capacitive Pressure Sensor Based on Alignment Airgap Dielectric
    Kim, Soo-Wan
    Oh, Geum-Yoon
    Lee, Kang-In
    Yang, Young-Jin
    Ko, Jeong-Beom
    Kim, Young-Woo
    Hong, Young-Sun
    [J]. SENSORS, 2022, 22 (19)
  • [2] Highly Sensitive Terahertz Dielectric Sensor for Liquid Crystal
    Li, Xianping
    Zheng, Guanghong
    Zhang, Guozhen
    Yang, Jun
    Hu, Minggang
    Li, Jian
    Li, Ying
    Lu, Hongbo
    Yin, Zhiping
    [J]. SYMMETRY-BASEL, 2022, 14 (09):
  • [3] Highly Sensitive Flexible Pressure Sensor with Microstructural Dielectric Layer
    Li, Zhengbo
    Li, Lianfang
    Mo, Lixin
    Wang, Zhenguo
    Yang, Wei
    Zhou, Hui
    Zhang, Haichao
    Li, Luhai
    [J]. ADVANCED GRAPHIC COMMUNICATIONS AND MEDIA TECHNOLOGIES, 2017, 417 : 1087 - 1094
  • [4] Flexible Highly Sensitive Pressure Sensor Based on Ionic Liquid Gel Film
    Zhang, Shaohui
    Wang, Fengxia
    Peng, Hongdan
    Yan, Jinghui
    Pan, Gebo
    [J]. ACS OMEGA, 2018, 3 (03): : 3014 - 3021
  • [5] Highly sensitive and transparent flexible temperature sensor based on nematic liquid crystals
    Wu, Keming
    Sun, JingJing
    Gao, Lin
    Xing, Hongyu
    Cai, Minglei
    Zhao, Tongzhou
    Yang, Changyong
    Ye, Wenjiang
    Kong, Xiangming
    [J]. LIQUID CRYSTALS, 2022, 49 (03) : 372 - 379
  • [6] Flexible Miniaturized Highly Sensitive Liquid Sensor at Microwave Frequency
    Kayal, Sanchita
    Shaw, Tarakeswar
    Mitra, Debasis
    [J]. 2019 IEEE MTT-S INTERNATIONAL MICROWAVE AND RF CONFERENCE (IMARC), 2019,
  • [7] Highly sensitive flexible pressure sensor based on ionic dielectric layer with hierarchical ridge microstructure
    Zou, Qiang
    Lei, Zhiming
    Xue, Tao
    Li, Shihao
    Ma, Zhuomin
    Su, Qi
    [J]. SENSORS AND ACTUATORS A-PHYSICAL, 2020, 313
  • [8] A flexible and highly sensitive capacitive pressure sensor with fast response based on a hierarchically micro-structured PDMS dielectric layer
    Li, Jiamin
    Zhang, Jie
    Qin, Lei
    Lv, Luyu
    Liu, Tianxiang
    Zhang, Yanting
    Dhakal, Rajendra
    Li, Xiao
    Liu, Tian
    Li, Yuanyue
    Yao, Zhao
    [J]. JOURNAL OF MICROMECHANICS AND MICROENGINEERING, 2023, 33 (08)
  • [9] Design of a Highly Sensitive Sensor for Measuring Liquid Permittivity with Flexible Substrate
    Yin, Bo
    Shi, Xiangyu
    Yin, Juntao
    Chen, Junguang
    [J]. Progress in Electromagnetics Research Letters, 2022, 103 : 99 - 107
  • [10] Design of a Highly Sensitive Sensor for Measuring Liquid Permittivity with Flexible Substrate
    Yin, Bo
    Shi, Xiangyu
    Yin, Juntao
    Chen, Junguang
    [J]. PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS, 2022, 103 : 99 - 107