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. 2023 Aug;4(8):721-732.
doi: 10.1038/s43016-023-00817-7. Epub 2023 Aug 10.

Dual-sensory fusion self-powered triboelectric taste-sensing system towards effective and low-cost liquid identification

Affiliations

Dual-sensory fusion self-powered triboelectric taste-sensing system towards effective and low-cost liquid identification

Xuelian Wei et al. Nat Food. 2023 Aug.

Abstract

Infusing human taste perception into smart sensing devices to mimic the processing ability of gustatory organs to perceive liquid substances remains challenging. Here we developed a self-powered droplet-tasting sensor system based on the dynamic morphological changes of droplets and liquid-solid contact electrification. The sensor system has achieved accuracies of liquid recognition higher than 90% in five different applications by combining triboelectric fingerprint signals and deep learning. Furthermore, an image sensor is integrated to extract the visual features of liquids, and the recognition capability of the liquid-sensing system is improved to up to 96.0%. The design of this dual-sensory fusion self-powered liquid-sensing system, along with the droplet-tasting sensor that can autonomously generate triboelectric signals, provides a promising technological approach for the development of effective and low-cost liquid sensing for liquid food safety identification and management.

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  • Self-powered electronic tongue.
    Kim B, Lee DM, Kim SW. Kim B, et al. Nat Food. 2023 Aug;4(8):644-645. doi: 10.1038/s43016-023-00804-y. Nat Food. 2023. PMID: 37563491 No abstract available.

References

    1. Vlasov, Y., Legin, A., Rudnitskaya, A., Di Natale, C. & D’amico, A. Nonspecific sensor arrays (‘electronic tongue’) for chemical analysis of liquids (IUPAC Technical Report). Pure Appl. Chem. 77, 1965–1983 (2005). - DOI
    1. Gabrieli, G., Muszynski, M. & Ruch, P. W. A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines. In 2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN) 1–3 (IEEE, 2022).
    1. Zhu, Y. W. et al. Exploring the relationships between perceived umami intensity, umami components and electronic tongue responses in food matrices. Food Chem. 368, 130849 (2022). - DOI - PubMed
    1. Sochacki, G., Abdulali, A. & Iida, F. Mastication-enhanced taste-based classification of multi-ingredient dishes for robotic cooking. Front. Robot. AI 9, 886074 (2022). - DOI - PubMed - PMC
    1. Rodríguez-Méndez, M. L. et al. Electronic noses and tongues in wine industry. Front. Bioeng. Biotechnol. 4, 81 (2016). - DOI - PubMed - PMC

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