A self-powered flexible piezoelectric sensor patch for deep learning-assisted motion identification and rehabilitation training system DOI

Yuanchao Guo,

Haonan Zhang,

Lin Fang

et al.

Nano Energy, Journal Year: 2024, Volume and Issue: 123, P. 109427 - 109427

Published: Feb. 27, 2024

Language: Английский

Washable and Multifunctional Electronic Textiles Via In Situ Lamination for Personal Health Care DOI
Xinghua Hong, Wei Sun, Songlin Zhang

et al.

Advanced Fiber Materials, Journal Year: 2024, Volume and Issue: 6(2), P. 458 - 472

Published: Feb. 6, 2024

Language: Английский

Citations

22

Customizing temperature-resistant cellulosic triboelectric materials for energy harvesting and emerging applications DOI
Siqiyuan Zhu, Yanhua Liu, Guoli Du

et al.

Nano Energy, Journal Year: 2024, Volume and Issue: 124, P. 109449 - 109449

Published: March 6, 2024

Language: Английский

Citations

20

Recent Progress on Flexible Self‐Powered Tactile Sensing Platforms for Health Monitoring and Robotics DOI Open Access
Shuzheng Liu, Wentao Guo, Hao Chen

et al.

Small, Journal Year: 2024, Volume and Issue: 20(46)

Published: Aug. 11, 2024

Abstract Over the past decades, tactile sensing technology has made significant advances in fields of health monitoring and robotics. Compared to conventional sensors, self‐powered sensors do not require an external power source drive, which makes entire system more flexible lightweight. Therefore, they are excellent candidates for mimicking perception functions wearable ideal electronic skin (e‐skin) intelligent robots. Herein, working principles, materials, device fabrication strategies various platforms introduced first. Then their applications robotics presented. Finally, future prospects systems discussed.

Language: Английский

Citations

20

Degradable, biocompatible, and flexible capacitive pressure sensor for intelligent gait recognition and rehabilitation training DOI
Dedong Guo, Yuanlong Li, Qihui Zhou

et al.

Nano Energy, Journal Year: 2024, Volume and Issue: 127, P. 109750 - 109750

Published: May 18, 2024

Language: Английский

Citations

19

AIoT‐enhanced health management system using soft and stretchable triboelectric sensors for human behavior monitoring DOI Creative Commons
Liang Xu, Songyi Zhong, Tao Yue

et al.

EcoMat, Journal Year: 2024, Volume and Issue: 6(5)

Published: May 1, 2024

Abstract Sedentary, inadequate sleep and exercise can affect human health. Artificial intelligence (AI) Internet of Things (IoT) create the Intelligence (AIoT), providing possibility to solve these problems. This paper presents a novel approach monitor various behaviors for AIoT‐based health management using triboelectric nanogenerator (TENG) sensors. The insole with solely one TENG sensor, creating most simplified system that utilizes machine learning (ML) personalized motion monitoring, encompassing identity recognition gait classification. A cushion 12 sensors achieves real‐time sitting posture accuracy rates 98.86% 98.40%, respectively, effectively correcting sedentary behavior. Similarly, smart pillow, equipped 15 sensory channels, detects head movements during sleep, identifying 8 patterns 96.25% accuracy. Ultimately, constructing an analyze data, displaying status through human‐machine interfaces, offers potential help individuals maintain good image

Language: Английский

Citations

18

Self‐Powered Biomimetic Pressure Sensor Based on Mn–Ag Electrochemical Reaction for Monitoring Rehabilitation Training of Athletes DOI Creative Commons

Ziyan Yang,

Qingzhou Wang,

Huixin Yu

et al.

Advanced Science, Journal Year: 2024, Volume and Issue: 11(25)

Published: April 23, 2024

Abstract Self‐powered pressure detection using smart wearable devices is the subject of intense research attention, which intended to address critical need for prolonged and uninterrupted operations. Current piezoelectric triboelectric sensors well respond dynamic stimuli while overlooking static stimuli. This study proposes a dual‐response potentiometric sensor that responds both The proposed utilizes interdigital electrodes with MnO 2 /carbon/polyvinyl alcohol (PVA) as cathode conductive silver paste anode. electrolyte layer incorporates mixed hydrogel PVA phosphoric acid. optimized sandpaper‐like microstructured surface contribute enhanced performance by facilitating an increased contact area between electrodes. features open‐circuit voltage 0.927 V, short‐circuit current 6 µA, higher sensitivity 14 mV/kPa, outstanding cycling (>5000 cycles). It can accurately recognize letter writing enable capacitor charging LED lighting. Additionally, data acquisition display system employing sensor, facilitates monitoring athletes’ rehabilitation training, machine learning algorithms effectively guide actions are presented. offers novel solutions future development devices.

Language: Английский

Citations

17

Triboelectric Insoles with Normal‐Shear Plantar Stress Perception DOI
Songtao Hu, Haoran Li, Wenhui Lu

et al.

Advanced Functional Materials, Journal Year: 2024, Volume and Issue: 34(16)

Published: Jan. 4, 2024

Abstract Plantar stress perception is highly desired in sports science and medical research, with the constraint of external power supply to impede portability flexibility daily life. Triboelectric nanogenerator (TENG) opens a new avenue for self‐power sensing; however, comprehensive sensing normal shear plantar remains elusive, let alone further exploration from mapping perspective. Here, TENG‐based self‐powered insole developed normal‐shear among four critical positions. At each position, TENG units single‐electrode‐mode triboelectrification are incorporated decouple based on asymmetrical outputs. The exhibits excellent static characteristics measurement. Also, it can dynamically capture variations distinguish between different states during standing long jump, enabling performance evaluation rectification. Moreover, assistance artificial intelligence signal processing, abnormal gaits be precisely identified by insole, highlighting potential disease diagnosis rehabilitation. To best knowledge, this work first demonstration perception, holding promise applications research.

Language: Английский

Citations

16

Recent Advances in Next‐Generation Textiles DOI Open Access
Yucheng Tian,

Ruida Ding,

Sam S. Yoon

et al.

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

Published: Jan. 5, 2025

Textiles have played a pivotal role in human development, evolving from basic fibers into sophisticated, multifunctional materials. Advances material science, nanotechnology, and electronics propelled next-generation textiles beyond traditional functionalities, unlocking innovative possibilities for diverse applications. Thermal management incorporate ultralight, ultrathin insulating layers adaptive cooling technologies, optimizing temperature regulation dynamic extreme environments. Moisture utilize advanced structures unidirectional transport breathable membranes, ensuring exceptional comfort activewear outdoor gear. Protective exhibit enhanced features, including antimicrobial, antiviral, anti-toxic gas, heat-resistant, radiation-shielding capabilities, providing high-performance solutions healthcare, defense, hazardous industries. Interactive integrate sensors monitoring physical, chemical, electrophysiological parameters, enabling real-time data collection responses to various environmental user-generated stimuli. Energy leverage triboelectric, piezoelectric, hygroelectric effects improve energy harvesting storage wearable devices. Luminous display textiles, electroluminescent fiber optic systems, enable visual applications fashion communication. These advancements position at the forefront of materials significantly expanding their potential across wide range

Language: Английский

Citations

6

Templated Laser-Induced-Graphene-Based Tactile Sensors Enable Wearable Health Monitoring and Texture Recognition via Deep Neural Network DOI

Jiawen Ji,

Wei Zhao, Yuliang Wang

et al.

ACS Nano, Journal Year: 2023, Volume and Issue: 17(20), P. 20153 - 20166

Published: Oct. 6, 2023

Flexible tactile sensors show great potential for portable healthcare and environmental monitoring applications. However, challenges persist in scaling up the manufacturing of stable with real-time feedback. This work demonstrates a robust approach to fabricating templated laser-induced graphene (TLIG)-based via laser scribing, elastomer hot-pressing transfer, 3D printing Ag electrode. With different mesh sandpapers as templates, TLIG adjustable sensing properties were achieved. The sensor obtains excellent sensitivity (52260.2 kPa-1 at range 0-7 kPa), broad detection (up 1000 low limit (65 Pa), rapid response (response/recovery time 12/46 ms), working stability (10000 cycles). Benefiting from TLIG's high performance waterproofness, can be used health monitors even underwater scenarios. also integrated into arrays acting receptors soft robotic gripper. Furthermore, deep neural network based on convolutional was employed texture recognition array, achieving an overall classification rate 94.51% objects varying surface roughness, thus offering accuracy practical

Language: Английский

Citations

38

Thermal insulating textile based triboelectric nanogenerator for outdoor wearable sensing and interaction DOI

Haishuang Jiao,

Xiangde Lin, Yao Xiong

et al.

Nano Energy, Journal Year: 2023, Volume and Issue: 120, P. 109134 - 109134

Published: Nov. 29, 2023

Language: Английский

Citations

37