Decoupled Temperature–Pressure Sensing System for Deep Learning Assisted Human–Machine Interaction DOI
Zhaoyang Chen, Shun Liu,

Pengyuan Kang

et al.

Advanced Functional Materials, Journal Year: 2024, Volume and Issue: 34(52)

Published: Aug. 20, 2024

Abstract With the rapid development of intelligent wearable technology, multimodal tactile sensors capable data acquisition, decoupling intermixed signals, and information processing have attracted increasing attention. Herein, a decoupled temperature–pressure dual‐mode sensor is developed based on single‐walled carbon nanotubes (SWCNT) poly(3,4‐ethylenedioxythiophene): poly(styrenesulfonate) (PEDOT:PSS) decorated porous melamine foam (MF), integrating with deep learning algorithm to obtain input terminal. Importantly, synergistic effect PEDOT:PSS SWCNT facilitates ideal capability sensitivity toward both temperature (38.2 µV K −1 ) pressure (10.8% kPa thermoelectric piezoresistive effects, respectively. Besides, low thermal conductivity excellent compressibility MF also endow it merits low‐temperature detection limit (0.03 K), fast response (120 ms), long‐term stability. Benefiting from outstanding sensing characteristics, assembled array showcases good capacity for identifying spatial distribution signals. assistance algorithm, displays high recognition accuracy 99% 98% corresponding “touch” “press” actions, respectively, realizes encrypted transmission accurate identification random sequences, providing promising strategy design high‐accuracy platform in human–machine interaction.

Language: Английский

High‐Performance Stretchable Thermoelectric Generator for Self‐Powered Wearable Electronics DOI Creative Commons
Wusheng Fan,

Zijian An,

Feng Liu

et al.

Advanced Science, Journal Year: 2023, Volume and Issue: 10(12)

Published: Feb. 17, 2023

Wearable thermoelectric generators (TEGs), which can convert human body heat to electricity, provide a promising solution for self-powered wearable electronics. However, their power densities still need be improved aiming at broad practical applications. Here, stretchable TEG that achieves comfortable wearability and outstanding output performance simultaneously is reported. When worn on the forehead an ambient temperature of 15 °C, exhibits excellent with maximum value 13.8 µW cm-2 under breezeless condition, even as high 71.8 air speed 2 m s-1 , being one highest values TEGs. Furthermore, this study demonstrates effectively commercial light-emitting diode stably drive electrocardiogram module in real-time without assistance any additional supply. These results highlight great potential these TEGs generation

Language: Английский

Citations

53

Scalable-produced 3D elastic thermoelectric network for body heat harvesting DOI Creative Commons
Y. J. Liu, Xiaodong Wang,

Shuaihang Hou

et al.

Nature Communications, Journal Year: 2023, Volume and Issue: 14(1)

Published: May 27, 2023

Flexible thermoelectric generators can power wearable electronics by harvesting body heat. However, existing materials rarely realize high flexibility and output properties simultaneously. Here we present a facile, cost-effective, scalable two-step impregnation method for fabricating three-dimensional network with excellent elasticity superior performance. The reticular construction endows this material ultra-light weight (0.28 g cm-3), ultra-low thermal conductivity (0.04 W m-1 K-1), moderate softness (0.03 MPa), elongation (>100%). obtained network-based flexible generator achieves pretty of 4 μW cm-2, even comparable to state-of-the-art bulk-based generators.

Language: Английский

Citations

51

A biocompatible and antibacterial all-textile structured triboelectric nanogenerator for self-powered tactile sensing DOI
Chuanwei Zhi, Shuo Shi, Shuo Meng

et al.

Nano Energy, Journal Year: 2023, Volume and Issue: 115, P. 108734 - 108734

Published: July 22, 2023

Language: Английский

Citations

51

An Overview of Flexible Sensors: Development, Application, and Challenges DOI Creative Commons
Enze Liu,

Zhimin Cai,

Yawei Ye

et al.

Sensors, Journal Year: 2023, Volume and Issue: 23(2), P. 817 - 817

Published: Jan. 10, 2023

The emergence and advancement of flexible electronics have great potential to lead development trends in many fields, such as “smart electronic skin” wearable electronics. By acting intermediates detect a variety external stimuli or physiological parameters, sensors are regarded core component systems been extensively studied. Unlike conventional rigid requiring costly instruments complicated fabrication processes, can be manufactured by simple procedures with excellent production efficiency, reliable output performance, superior adaptability the irregular surface surroundings where they applied. Here, recent studies on for sensing humidity strain/pressure outlined, emphasizing their sensory materials, working mechanisms, structures, methods, particular applications. Furthermore, conclusion, including future perspectives short overview market share this field, is given further advancing field research.

Language: Английский

Citations

49

Decoupled Temperature–Pressure Sensing System for Deep Learning Assisted Human–Machine Interaction DOI
Zhaoyang Chen, Shun Liu,

Pengyuan Kang

et al.

Advanced Functional Materials, Journal Year: 2024, Volume and Issue: 34(52)

Published: Aug. 20, 2024

Abstract With the rapid development of intelligent wearable technology, multimodal tactile sensors capable data acquisition, decoupling intermixed signals, and information processing have attracted increasing attention. Herein, a decoupled temperature–pressure dual‐mode sensor is developed based on single‐walled carbon nanotubes (SWCNT) poly(3,4‐ethylenedioxythiophene): poly(styrenesulfonate) (PEDOT:PSS) decorated porous melamine foam (MF), integrating with deep learning algorithm to obtain input terminal. Importantly, synergistic effect PEDOT:PSS SWCNT facilitates ideal capability sensitivity toward both temperature (38.2 µV K −1 ) pressure (10.8% kPa thermoelectric piezoresistive effects, respectively. Besides, low thermal conductivity excellent compressibility MF also endow it merits low‐temperature detection limit (0.03 K), fast response (120 ms), long‐term stability. Benefiting from outstanding sensing characteristics, assembled array showcases good capacity for identifying spatial distribution signals. assistance algorithm, displays high recognition accuracy 99% 98% corresponding “touch” “press” actions, respectively, realizes encrypted transmission accurate identification random sequences, providing promising strategy design high‐accuracy platform in human–machine interaction.

Language: Английский

Citations

31