Ultra-low cost and high-performance paper-based flexible pressure sensor for artificial intelligent E-skin

被引:1
|
作者
Chen, Yugang [1 ,2 ]
Wang, Shasha [1 ,2 ]
Liu, Yiren [1 ,2 ]
Deng, Huichan [1 ,2 ]
Gao, Huan [1 ,2 ]
Cao, Mengyu [1 ,2 ]
Zhang, Chong [1 ,2 ]
Cheng, Xiaogang [3 ]
Xie, Linghai [1 ,2 ,4 ,5 ]
机构
[1] Nanjing Univ Posts & Telecommun, Ctr Mol Syst & Organ Devices CMSOD, State Key Lab Organ Elect & Informat Displays, 9 Wenyuan Rd, Nanjing 210023, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Inst Adv Mat IAM, 9 Wenyuan Rd, Nanjing 210023, Peoples R China
[3] Nanjing Univ Posts & Telecommun, Coll Telecommun & Informat Engn, 66 Xinmofan Rd, Nanjing 210003, Peoples R China
[4] Henan Univ, Sch Flexible Elect SoFE, 379 Mingli Rd, Zhengzhou 450046, Peoples R China
[5] Henan Univ, Henan Inst Flexible Elect HIFE, 379 Mingli Rd, Zhengzhou 450046, Peoples R China
基金
中国国家自然科学基金;
关键词
All-paper-based device; Flexible pressure sensor; Water-soluble graphite; Carbon interdigital electrodes; 2D convolutional neural network; Portable wireless wearable device;
D O I
10.1016/j.cej.2024.156293
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
E-skin driven by artificial intelligence algorithms enables the innovation of future technologies such as IoT, intelligent manufacturing, health monitoring and human-machine interfaces for VR/AR. Although many flexible pressure sensors have been reported, the development of sensors that combine low-cost and high performance remains a huge challenge. Herein, we propose an all-paper-based pressure sensor with water-soluble graphite functional layer and carbon interdigital electrodes obtained by friction coating and screen printing, respectively. The sensor boasts a rectangular design measuring 1 cm x 2.15 cm, with a remarkably thin profile of only 71 mu m and an ultra-light weight of 6 mg, and the cost of a single sensor is extremely low. Specifically, the sensor achieved a lower detection limit of 0.98 Pa and an upper detection limit of 2000 kPa, which represents a new benchmark among paper-based pressure sensors. It demonstrated high sensitivity across various pressure ranges: 319.94 kPa(-1) (0-1 kPa), 97.63 kPa(-1) (1-40 kPa), 18.75 kPa(-1) (40-200 kPa), and 2.72 kPa(-1) (200-2000 kPa). The sensor also exhibited a rapid response and recovery time of 8 ms and 9 ms, respectively, along with excellent durability (>20,000 fatigue tests, 10,000 cycles at 2 kPa and 10,000 cycles at 100 kPa) and high pressure stability. Furthermore, the eco-friendly sensor can identify eight surface textures with a recognition accuracy of 98.33% after training with a 2D convolutional neural network (2D CNN). Finally, a portable wireless wearable device with dimensions of 38 mm x 26 mm x 14 mm and a weight of only 11.265 g has been developed for pressure recognition, breathing, pulse, and heartbeat detection.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Carbonized Chinese Art Paper-Based High-Performance Wearable Strain Sensor for Human Activity Monitoring
    Xia, Kailun
    Chen, Xianyu
    Shen, Xinyi
    Li, Shuo
    Yin, Zhe
    Zhang, Mingchao
    Liang, Xiaoping
    Zhang, Yingying
    ACS APPLIED ELECTRONIC MATERIALS, 2019, 1 (11) : 2415 - 2421
  • [22] Extremely flexible and mechanically durable planar supercapacitors: High energy density and low-cost power source for E-skin electronics
    Yun, Yeonghun
    Nandanapalli, Koteeswara Reddy
    Choi, Ji-Hyuk
    Son, Wonkyeong
    Choi, Changsoon
    Lee, Sungwon
    NANO ENERGY, 2020, 78
  • [23] Low-Cost, High-Sensitivity Paper-Based Bacteria Impedance Sensor Based on Vertical Flow Assay
    Long, Yifan
    Ai, Zhehong
    Zhang, Longhan
    Zhang, Han
    Jiang, Jing
    Liu, Gang Logan
    CHEMOSENSORS, 2023, 11 (04)
  • [24] Large area matrix of MXene/MoSe2 nanohybrid-based flexible piezoresistive pressure sensors for artificial e-skin application
    Adepu, Vivek
    Yoo, Changhyeon
    Jung, Yeonwoong
    Sahatiya, Parikshit
    APPLIED PHYSICS LETTERS, 2023, 122 (26)
  • [25] Integrated surface microstructure and enhanced dielectric constant for constructing simple, low-cost, and high-performance flexible capacitive pressure sensor
    Li, Teng
    Duan, Zaihua
    Huang, Qi
    Yang, Hui
    Yuan, Zhen
    Jiang, Yadong
    Tai, Huiling
    SENSORS AND ACTUATORS A-PHYSICAL, 2024, 376
  • [26] Microwave bonding of MWNTs and fabrication of a low-cost, high-performance polymer pressure sensor
    Gau, C.
    Chen, H. T.
    Ko, H. S.
    JOURNAL OF MICROMECHANICS AND MICROENGINEERING, 2010, 20 (06)
  • [27] Ultra-Low-Cost and Flexible Paper-Based Microplasma Generation Devices for Maskless Patterning of Poly(ethylene oxide)-like Films
    Yang, Yao-Jhen
    Tsai, Meng-Yu
    Liang, Wei-Chieh
    Chen, Hsien-Yeh
    Hsu, Cheng-Che
    ACS APPLIED MATERIALS & INTERFACES, 2014, 6 (15) : 12550 - 12555
  • [28] High-Sensitivity and Low-Cost Wearable Flexible Pressure Sensor Based on MOFs
    Pan, Weiliang
    Wang, Yilong
    Ouyang, Guoyao
    Ren, Mengchen
    Cao, Minghui
    ACS APPLIED ELECTRONIC MATERIALS, 2023, 5 (07) : 3851 - 3858
  • [29] High-performance ultra-low leakage current graphene-based screen-printed field-effect transistor on paper substrate
    Bhatt, Kapil
    Kumar, Sandeep
    Tripathi, C. C.
    PRAMANA-JOURNAL OF PHYSICS, 2020, 94 (01):
  • [30] High-performance ultra-low leakage current graphene-based screen-printed field-effect transistor on paper substrate
    Kapil Bhatt
    Sandeep Kumar
    C C Tripathi
    Pramana, 2020, 94