Self-powered temperature pressure sensing arrays with stepped microcone structure and Bi2Te3-based films for deep learning-assisted object recognition DOI
Yaling Wang, Yue Sun, Wenqiang Li

et al.

Materials Today Physics, Journal Year: 2024, Volume and Issue: 49, P. 101588 - 101588

Published: Nov. 17, 2024

Language: Английский

Flexible fiber-based multimodal perception system with integrated pressure, humidity, and temperature sensing for wearable application DOI

Kaiqi Guo,

Jianwen Liu, Naihua N. Gong

et al.

Chemical Engineering Journal, Journal Year: 2025, Volume and Issue: unknown, P. 159925 - 159925

Published: Jan. 1, 2025

Language: Английский

Citations

3

A thermally responsive phase-change hydrogel for skin-mountable multifunctional sensors DOI
Peng Wang,

Yu Lv,

Jingle Duan

et al.

Nano Energy, Journal Year: 2025, Volume and Issue: unknown, P. 110722 - 110722

Published: Jan. 1, 2025

Language: Английский

Citations

2

Wearable, washable piezoresistive pressure sensor based on polyurethane sponge coated with composite CNT/CB/TPU DOI
Yan Wang, Wenbo Luo,

Yading Wen

et al.

Materials Today Physics, Journal Year: 2025, Volume and Issue: unknown, P. 101681 - 101681

Published: Feb. 1, 2025

Language: Английский

Citations

2

Recyclable Bimodal Polyvinyl Alcohol/PEDOT:PSS Hydrogel Sensors for Highly Sensitive Strain and Temperature Sensing DOI

Yan Zhu,

Dahu Yao,

Xiping Gao

et al.

ACS Applied Materials & Interfaces, Journal Year: 2024, Volume and Issue: 16(25), P. 32466 - 32480

Published: June 12, 2024

Multimodal flexible sensors, consisting of multiple sensing units, can sense and recognize different external stimuli by outputting types response signals. However, the recovery recycling multimodal sensors are impeded complex structures use materials. Here, a bimodal sensor that strain resistance change temperature voltage was constructed using poly(vinyl alcohol) hydrogel as matrix poly(3,4-ethylenedioxythiophene)/poly(styrenesulfonate) (PEDOT:PSS) material due to its conductivity thermoelectric effect. The plasticity hydrogels, along with simplicity sensor's components structure, facilitates easy recycling. incorporation citric acid ethylene glycol improved mechanical properties, hysteresis, antifreezing properties hydrogels. exhibits remarkable strain, characterized high sensitivity (gauge factor 4.46), low detection limit (0.1%), fast times, minimal excellent stability. Temperature changes induced hot air currents, objects, light cause exhibit sensitivity, time, good Additionally, variations in ambient humidity minimally affect response, remains unaffected changes. recycled essentially unchanged for temperature. Finally, applied monitor body motion, robots stimuli.

Language: Английский

Citations

9

A 30-Year Review on Nanocomposites: Comprehensive Bibliometric Insights into Microstructural, Electrical, and Mechanical Properties Assisted by Artificial Intelligence DOI Open Access
Fernando Gomes de Souza, Shekhar Bhansali, Kaushik Pal

et al.

Materials, Journal Year: 2024, Volume and Issue: 17(5), P. 1088 - 1088

Published: Feb. 27, 2024

From 1990 to 2024, this study presents a groundbreaking bibliometric and sentiment analysis of nanocomposite literature, distinguishing itself from existing reviews through its unique computational methodology. Developed by our research group, novel approach systematically investigates the evolution nanocomposites, focusing on microstructural characterization, electrical properties, mechanical behaviors. By deploying advanced Boolean search strategies within Scopus database, we achieve meticulous extraction in-depth exploration thematic content, methodological advancement in field. Our uniquely identifies critical trends insights concerning microstructure, attributes, performance. The paper goes beyond traditional textual analytics evaluation, offering new interpretations data highlighting significant collaborative efforts influential studies domain. findings uncover language, shifts, global contributions, providing distinct comprehensive view dynamic research. A component is “State-of-the-Art Gaps Extracted Results Discussions” section, which delves into latest advancements This section details various types their properties introduces applications, especially films. tracing historical progress identifying emerging trends, emphasizes significance collaboration molding Moreover, “Literature Review Guided Artificial Intelligence” showcases an innovative AI-guided research, first Focusing articles 2023, selected based citation frequency, method offers perspective interplay between nanocomposites properties. It highlights composition, structure, functionality systems, integrating recent for overview current knowledge. analysis, with average score 0.638771, reflects positive trend academic discourse increasing recognition potential nanocomposites. another novelty, maps intellectual domain, emphasizing pivotal themes influence crosslinking time attributes. While acknowledging limitations, exemplifies indispensable role tools synthesizing understanding extensive body literature. work not only elucidates prevailing but also contributes insights, enhancing

Language: Английский

Citations

7

Self-powered system for real-time wireless monitoring and early warning of UAV motor vibration based on triboelectric nanogenerator DOI
Kuankuan Wang, Yongming Yao, Yixin Liu

et al.

Nano Energy, Journal Year: 2024, Volume and Issue: 129, P. 110012 - 110012

Published: July 25, 2024

Language: Английский

Citations

7

High‐Performance Bimodal Temperature/Pressure Tactile Sensor Based on Lamellar CNT/MXene/Cellulose Nanofibers Aerogel with Enhanced Multifunctionality DOI Open Access
Lin Tian,

Fu‐Lin Gao,

Yu‐Xiao Li

et al.

Advanced Functional Materials, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 23, 2024

Abstract The rapid development of thermoelectric‐piezoresistive dual‐mode sensors has opened new avenues for enhancing the functionality, miniaturization, and integration flexible tactile sensors. However, existing research primarily focuses on decoupling temperature pressure responses, which leaves a significant gap in optimizing sensor performance exploring multifunctional applications. To address this limitation, composite aerogel with layered porous structure is developed, integrating carbon nanotubes MXene as conductive materials reinforced cellulose nanofibers. innovative design, characterized by ultra‐low thermal conductivity along superior electrical thermoelectric properties, allows resulting to monitor stimuli without interference through piezoresistive mechanisms. Demonstrated results reveal exceptional sensing capabilities, including minimum detectable variation 0.03 K detection limit 0.3 Pa. exhibits high sensitivities 33.5 µV −1 −45.2% kPa , stability across both stimuli. Furthermore, unique multi‐modal mechanism supports various applications, such energy harvesting, material recognition, complex information transmission, smart wearable devices, electronic skin, human‐computer interaction interfaces. This presents robust solution designing high‐performance dual‐modal significantly advances their practical applications multiple domains.

Language: Английский

Citations

6

Recent Advances in Machine Learning Assisted Hydrogel Flexible Sensing DOI
Song Zhou,

Dengke Song,

Lisha Pu

et al.

Zeitschrift für anorganische und allgemeine Chemie, Journal Year: 2024, Volume and Issue: 650(13-14)

Published: May 11, 2024

Abstract Hydrogel flexible sensors are widely used in wearable devices, health care, intelligent robots and other fields due to their excellent flexibility, biocompatibility high sensitivity. With the development of single sensor multi‐channel multi‐mode network, data also presents characteristics multi‐dimension, complex massive. Traditional analysis methods can no longer meet requirements hydrogel networks. The introduction machine learning (ML) technology optimizes process analysis. continuous multi‐layer neural network improvement computer performance, deep (DL) algorithm is increasingly achieve higher efficiency accuracy, provides a powerful tool for sensor, accelerates equipment. This paper introduces classification working mechanism common algorithms ML, summarizes application ML assist care information recognition. review will provide inspiration reference integrating into field sensors.

Language: Английский

Citations

4

Hydrogel-based bimodal sensors for high-sensitivity independent detection of temperature and strain DOI
Yan Zhu,

Bo Liang,

Jie Zhu

et al.

Journal of Colloid and Interface Science, Journal Year: 2024, Volume and Issue: 680, P. 832 - 844

Published: Nov. 13, 2024

Language: Английский

Citations

4

The structure, material and performance of multi-functional tactile sensor and its application in robot field: A review DOI
Tianwei Liang, Zirui Liu, Hao Zhang

et al.

Materials Today, Journal Year: 2025, Volume and Issue: unknown

Published: April 1, 2025

Language: Английский

Citations

0