A Machine Learning-Enabled Real-Time temperature response system based on Polymer-Filler interactions for conductive network assembly DOI

Yaqi Geng,

Jialiang Zhou, Man Liu

и другие.

Chemical Engineering Journal, Год журнала: 2024, Номер unknown, С. 158778 - 158778

Опубликована: Дек. 1, 2024

Язык: Английский

Thickness-induced gradient micro-wrinkle PDMS/MXene/rGO wearable strain sensor with high sensitivity and stretchability for human motion detection DOI

Haoxia Guo,

Zhenming Chu,

Luming Fu

и другие.

Chemical Engineering Journal, Год журнала: 2024, Номер 495, С. 153684 - 153684

Опубликована: Июль 2, 2024

Язык: Английский

Процитировано

8

Multilayer Bionic Tunable Strain Sensor with Mutually Non‐Interfering Conductive Networks for Machine Learning‐Assisted Gesture Recognition DOI Open Access
Liang Gao, Jie Yang, Yi Zhao

и другие.

Advanced Functional Materials, Год журнала: 2024, Номер unknown

Опубликована: Окт. 30, 2024

Abstract Flexible strain sensors capable of acquiring tiny mechanical signals and attaching to various irregular surfaces are becoming prevalent in physiological measurement, soft robotics, human‐machine interaction. However, the advancement flexible is substantially impeded by intrinsic compromise between sensitivity range detectable signals. Inspired multilayer structure nacre nature, a carbon nanotubes (CNTs)/graphene (GR)/graphene (GR)/thermoplastic polyurethane (TPU) mat (CGGTM) prepared electrospinning high‐pressure spraying technology. By designing with mutually non‐interfering conductive networks, resulting CGGTM possesses low detection limit (0.05% strain), high (gauge factor, GF > 152537), large (up 364% fast response/recovery time (80 ms/100 ms), excellent cyclic durability 1000 cycles). Furthermore, also exhibits satisfactory triboelectric performances when assembled into nanogenerator (TENG, 3 × cm 2 ), including output (open‐circuit voltage V oc = 135.4 V, short‐circuit current I sc 1.25 µA) power density (88 mW m −2 enabling reliable supply, self‐powered sensing, pulse monitoring capability. Finally, successfully applied collection biological multi‐gesture motion recognition assisted machine learning algorithms, which holds promise for intelligent interaction gestures future.

Язык: Английский

Процитировано

8

Advanced application of polyacrylic acid in laser-induced graphene technology DOI

Yachuan Qu,

Zhifu Yin, Shi Chen

и другие.

Journal of Industrial and Engineering Chemistry, Год журнала: 2025, Номер unknown

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0

Study of super flexible mixed phase piezoresistive pressure sensor DOI
Chen Li, Xia Li, Zhenghan Zhao

и другие.

Journal of Micromechanics and Microengineering, Год журнала: 2025, Номер 35(3), С. 035013 - 035013

Опубликована: Фев. 21, 2025

Abstract To compensate for the growing need flexibility in pressure-sensing wearable devices, solid–liquid mixed-phase sensors have been improved to meet application needs. Compared their all-solid-state counterparts, these exhibit improvements flexibility, conductivity, and hydrophilicity. A highly flexible piezoresistive pressure sensor utilizing a porous structure made of polydimethylsiloxane (PDMS)/ carbon nanotube (CNT)/C 3 H 8 O composites is introduced this study. The was confirmed by field emission scanning electron microscopy. Response release times were demonstrated be rapid, approximately 43 ms 62 ms, respectively. Mechanical testing revealed tensile strength 0.06 MPa Young’s modulus 0.0723 MPa, while compressive recorded at 0.0876 with 0.142 MPa. Durability assessments indicated consistent performance across 6000 cycles notable conventional PDMS hybrid CNT-based sensors, new exhibited conductivity 50 40 times, Its applications include detection mouse button clicks, monitoring human pinky joint motions, recognition within arrays. discussed holds significant potential advancements human-computer interaction technology sectors.

Язык: Английский

Процитировано

0

Direct Ink-Writable Tough polyurethane acrylate elastomers for underwater intelligent monitoring Equipment DOI
Bo Liu,

Tingxuan Duan,

Tianyu Wang

и другие.

Chemical Engineering Journal, Год журнала: 2025, Номер unknown, С. 161448 - 161448

Опубликована: Март 1, 2025

Язык: Английский

Процитировано

0

Highly aligned porous nanocomposites with exceptional multidirectional sensing properties via heat‐assisted electrohydrodynamic printing DOI Creative Commons
Sai Zhao,

Zhemin Jia,

David Hui

и другие.

Polymer Composites, Год журнала: 2025, Номер unknown

Опубликована: Март 14, 2025

Abstract Flexible strain sensors have undergone significant development since their inception. Currently, most are typically designed to detect in only a single direction. However, as sensor application scenarios continue expand, challenges can arise utilizing these uniaxial applications involving multiple directions. In this work, carbon nanofiber (CNF)/thermoplastic polyurethane (TPU) nanocomposite with highly aligned and porous structure is fabricated via heat‐assisted electrohydrodynamic (EHD) printing technique, where high‐voltage electric field applied achieve high‐resolution filamentation high temperature imparts the filament. The unique architecture of promotes formation microcracks under along alignment direction, leading an ultra‐high sensitivity 750. Under transverse on contrary, limited 12.8 obtained because external effectively shared by increased spacing filaments. Based exceptional multidirectional sensing properties, we demonstrate detecting complex motions such facial muscle finger joint movements. current work provides effective strategy for fabrication anisotropic nanocomposites precisely controlled multifunctional properties. Highlights Highly was produced EHD printing. High‐voltage facilitate filamentation. High utilized impart nanocomposite. Large disparity achieved orthogonal capable human motions.

Язык: Английский

Процитировано

0

Building a multi-performance wearable rubber-based strain sensor: for human motion capture, optical heating and underwater sensing DOI
Mengnan Qu,

Menglin Zhu,

Qinghua Liu

и другие.

Carbon, Год журнала: 2025, Номер unknown, С. 120274 - 120274

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

0

Arch-inspired flexible dual-mode sensor with ultra-high linearity based on carbon nanomaterials/conducting polymer composites for bioelectronic monitoring and thermal perception DOI
Chaoyue Chen, Peng Wang, Weiqiang Hong

и другие.

Composites Science and Technology, Год журнала: 2025, Номер unknown, С. 111182 - 111182

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

0

Next-gen strain sensors: self-healing, ultra-sensitive, lightweight, and durable MWCNT-silicone rubber for advanced human motion tracking DOI Creative Commons
Muhammad Luthfi Hakim,

Herianto Herianto,

Muhammad Akhsin Muflikhun

и другие.

Journal of Engineering Research, Год журнала: 2024, Номер unknown

Опубликована: Окт. 1, 2024

Язык: Английский

Процитировано

2

High-sensitivity and ultra-broad linear working region flexible piezoresistive pressure sensors based on PDMS/CNT/TPU DOI

Zhiwen Chen,

Jingchen Ma, Xiaoyu Zhang

и другие.

Journal of Alloys and Compounds, Год журнала: 2024, Номер unknown, С. 177711 - 177711

Опубликована: Ноя. 1, 2024

Язык: Английский

Процитировано

0