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author:

Liao, Yitao (Liao, Yitao.) [1] | Li, Wenhao (Li, Wenhao.) [2] | Wang, Kun (Wang, Kun.) [3] | Guo, Jiawei (Guo, Jiawei.) [4] | Shen, Yiwei (Shen, Yiwei.) [5] | Wang, Qiman (Wang, Qiman.) [6] | Zhang, Yongai (Zhang, Yongai.) [7] | Wu, Chaoxing (Wu, Chaoxing.) [8] | Zhou, Xiongtu (Zhou, Xiongtu.) [9] | Guo, Tailiang (Guo, Tailiang.) [10] | Kim, Tae Whan (Kim, Tae Whan.) [11]

Indexed by:

EI

Abstract:

Increasing voltage levels and realizing power-line communications are important parts of a smart grid, and because of this, the need for intelligent, digital, and multi-functional electronic sensors that can simultaneously perform the functions of high-voltage monitoring and carrier-signal demodulation in a power transmission system is urgent. Inspired by the operation mode of light-emitting diodes (LEDs) driven by triboelectric-nanogenerators (TENGs), we propose an electrode-LED-electrode structure, namely, LED-in-capacitors (LIC), for high-voltage monitoring and high-frequency signal demodulation. We demonstrate that the proposed LIC can sensitively extract the high-voltage amplitude and detect the harmonic pollution on a power line due to the LIC's being highly sensitive to the rate of change of the electric potential. We build a one-dimensional convolutional neural network that we use to identify successfully, with correct rate as high as 94.53%, the harmonic pollution. Additionally, by using the LIC, we are able to demodulate accurately the high-frequency carrier signals transferred in the high-voltage line, showing that the LIC has promise for potential applications in power-line communications. As a novel type of electronic device derived from TENG-related technology, we believe the LIC can provide impetus for the development of next-generation high-voltage technology. © 2022

Keyword:

Carrier transmission on power lines Convolution Convolutional neural networks Demodulation Electric lines Electric losses Electric potential Electric power transmission networks Electrodes Light emitting diodes Nanogenerators

Community:

  • [ 1 ] [Liao, Yitao]College of Physics and Information Engineering, Fuzhou University, Fuzhou; 350108, China
  • [ 2 ] [Li, Wenhao]College of Physics and Information Engineering, Fuzhou University, Fuzhou; 350108, China
  • [ 3 ] [Wang, Kun]College of Physics and Information Engineering, Fuzhou University, Fuzhou; 350108, China
  • [ 4 ] [Guo, Jiawei]College of Physics and Information Engineering, Fuzhou University, Fuzhou; 350108, China
  • [ 5 ] [Shen, Yiwei]College of Physics and Information Engineering, Fuzhou University, Fuzhou; 350108, China
  • [ 6 ] [Wang, Qiman]College of Physics and Information Engineering, Fuzhou University, Fuzhou; 350108, China
  • [ 7 ] [Zhang, Yongai]College of Physics and Information Engineering, Fuzhou University, Fuzhou; 350108, China
  • [ 8 ] [Zhang, Yongai]Fujian Science & Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou; 350108, China
  • [ 9 ] [Wu, Chaoxing]College of Physics and Information Engineering, Fuzhou University, Fuzhou; 350108, China
  • [ 10 ] [Wu, Chaoxing]Fujian Science & Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou; 350108, China
  • [ 11 ] [Zhou, Xiongtu]College of Physics and Information Engineering, Fuzhou University, Fuzhou; 350108, China
  • [ 12 ] [Zhou, Xiongtu]Fujian Science & Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou; 350108, China
  • [ 13 ] [Guo, Tailiang]College of Physics and Information Engineering, Fuzhou University, Fuzhou; 350108, China
  • [ 14 ] [Guo, Tailiang]Fujian Science & Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou; 350108, China
  • [ 15 ] [Kim, Tae Whan]Department of Electronic and Computer Engineering, Hanyang University, Seoul; 04763, Korea, Republic of

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Source :

Nano Energy

ISSN: 2211-2855

Year: 2022

Volume: 102

1 7 . 6

JCR@2022

1 6 . 8 0 0

JCR@2023

ESI HC Threshold:91

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 9

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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