ArticleNature food2023
Dual-sensory fusion self-powered triboelectric taste-sensing system towards effective and low-cost liquid identification.
Article in Nature food, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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12 citing papers in PubMed, 83 citations in OpenAlex.
- A Biomimetic Solvatochromic Chip With Optimized Chemical Diversity for On-Site Liquid Identification.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Triboelectric Nanogenerators for Food Quality Monitoring: Mechanisms and Applications.Small (Weinheim an der Bergstrasse, Germany) · 2026Review
- Nucleic acid probe-functionalized self-powered sensor for detection of biomarkers in clinical urine samples.Science advances · 2026Article
- Bioinspired Electrostatic-Field Perturbated Sensing for General Material Noncontact Perception.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Triboelectric Wearable Sensors for Human-Centric Smart Electronics: From Self-Powered Sensing to Artificial Intelligence-Assisted Human-Machine Interface Systems.Nano-micro letters · 2026Review
- Skin-Integrated Soft Wearable XR Interfaces for Seamless and Realistic User Experience.Chemical reviews · 2025Review
- Liquid-Solid Triboelectric Nanogenerators in Physical and Chemical Sensors-A Review.Small (Weinheim an der Bergstrasse, Germany) · 2025Review
- Iontronic Regulation of Nanoconfined Electrical Double Layers on Dielectric Solids.Small science · 2025Review
- Mechanical-electric dual characteristics solid-liquid interfacing sensor for accurate liquid identification.Nature communications · 2025Article
- Liquid-Solid Triboelectric Nanogenerator-Based DNA Barcode Detection Biosensor for Species Identification.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Synergizing Machine Learning Algorithm with Triboelectric Nanogenerators for Advanced Self-Powered Sensing Systems.Nanomaterials (Basel, Switzerland) · 2024Review
- Bioinspired integrated triboelectric electronic tongue.Microsystems & nanoengineering · 2024Article
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Authors and funding
6 authors at 2 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
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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