Smart Railway Transportation: Self-Powered and Self-Sensing Vibration Energy Harvester

被引:0
作者
Li, Ang [1 ]
Fan, Chengliang [2 ]
Tang, Hongjie [2 ]
Zhang, Zutao [1 ,3 ]
Liu, Genshuo [4 ]
He, Linyang [1 ]
Zhao, Jie [5 ]
Zhou, Jianhong [1 ]
Hu, Yongli [1 ,6 ]
机构
[1] Southwest Jiaotong Univ, Sch Mech Engn, Chengdu 610031, Peoples R China
[2] Southwest Jiaotong Univ, Sch Informat Sci & Tech, Chengdu 610031, Peoples R China
[3] Chengdu Technol Univ, Chengdu 611730, Peoples R China
[4] Beijing Inst Technol, Dept Mech Engn, Beijing 100081, Peoples R China
[5] Southwest Jiaotong Univ, Tangshan Inst, Tangshan 063008, Peoples R China
[6] Jinan Rail Transit Grp Co Ltd, Jinan 250101, Shandong, Peoples R China
关键词
longitudinal vibration; LSTM; signal prediction; vibration energy harvester; SYSTEM; TRACKS;
D O I
10.1002/ente.202401253
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Safety monitoring sensors in smart railways need a sustainable onboard power supply. This article proposes a counter-rotating gear energy harvester (CG-EH) to convert the longitudinal vibration energy of trains into electricity for onboard sensors.CG-EH consists of a vibration input module, a motion conversion module, and an energy conversion module. The vibration input module converts the longitudinal displacement of the coupler into the rotational motion of the gears. The motion conversion module realizes the conversion of the reciprocating input displacement into the unidirectional rotation based on a counter-rotating gear set, multi-stage spur gear sets can effectively mitigate the effects of excitation on CG-EH. The energy conversion module transforms the kinetic energy of the unidirectional rotation into electrical energy through a generator. Experimental results show that the energy outputs of CG-EH are improved with longitudinal vibration compared with the usual onboard energy harvester. From the result, the peak output power of CG-EH is 14.59 W, the peak efficiency reaches 39.2%, enough to power relevant onboard sensors. Moreover, CG-EH can monitor the running status of trains based on deep learning. From the experiment results and application prospects, CG-EH is a favorable solution for the power supply problems of onboard sensors in smart railways. Safety monitoring sensors in smart railways need a sustainable onboard power supply. This article proposes a counter-rotating gear energy harvester (CG-EH) to convert the longitudinal vibration energy of trains into electricity for onboard sensors. Experimental results show that the energy outputs of CG-EH are improved with longitudinal vibration compared with the usual onboard energy harvester.image (c) 2024 WILEY-VCH GmbH
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页数:19
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共 44 条
[1]   Numerical and experimental approach for the evaluation of severe longitudinal dynamics of heavy freight trains [J].
Belforte, P. ;
Cheli, F. ;
Diana, G. ;
Melzi, S. .
VEHICLE SYSTEM DYNAMICS, 2008, 46 :937-955
[2]   Application of low-power energy harvesting solutions in the railway field: a review [J].
Bosso, N. ;
Magelli, M. ;
Zampieri, N. .
VEHICLE SYSTEM DYNAMICS, 2021, 59 (06) :841-871
[3]   Energy output of piezoelectric transducers and pavements under simulated traffic load [J].
Cao, Yangsen ;
Sha, Aimin ;
Liu, Zhuangzhuang ;
Li, Jiarong ;
Jiang, Wei .
JOURNAL OF CLEANER PRODUCTION, 2021, 279
[4]   Energy consumption and greenhouse gas emission trends in Mexican road transport [J].
Carlos Solis, Juan ;
Sheinbaum, Claudia .
ENERGY FOR SUSTAINABLE DEVELOPMENT, 2013, 17 (03) :280-287
[5]   Plasmonic silver nanowires for higher efficiency dye-sensitized solar cells [J].
Chandrasekhar, P. S. ;
Elbohy, Hytham ;
Vaggensmith, Bjorn ;
Dubey, Ashish ;
Reza, Khan Mamun ;
Komarala, Vamsi K. ;
Qiao, Qiquan .
MATERIALS TODAY ENERGY, 2017, 5 :237-242
[6]   Perspectives on innovative concepts in wind-power generation [J].
Chen, L. ;
Ponta, F. L. ;
Lago, L. I. .
ENERGY FOR SUSTAINABLE DEVELOPMENT, 2011, 15 (04) :398-410
[7]   Piezoelectric energy harvesting system with magnetic pendulum movement for self-powered safety sensor of trains [J].
Cho, Jae Yong ;
Jeong, Sinwoo ;
Jabbar, Hamid ;
Song, Yewon ;
Ahn, Jung Hwan ;
Kim, Jeong Hun ;
Jung, Hyun Jun ;
Yoo, Hong Hee ;
Song, Tae Hyun .
SENSORS AND ACTUATORS A-PHYSICAL, 2016, 250 :210-218
[8]   Design, modeling, characterization and analysis of a low frequency micro-fabricated piezoelectric cantilever for vibration sensing and energy harvesting applications [J].
de Oliveira, Felipe A. Costa ;
Monteiro, Davies William de Lima ;
Colombo, Dalton Martini .
SENSORS AND ACTUATORS A-PHYSICAL, 2021, 326
[9]   Pendulum systems for harvesting vibration energy from railroad tracks and sleepers during the passage of a high-speed train: A feasibility evaluation [J].
Dotti, Franco E. ;
Sosa, Mauricio D. .
THEORETICAL AND APPLIED MECHANICS LETTERS, 2019, 9 (04) :229-235
[10]   An H-shaped coupler energy harvester for application in heavy railways [J].
Fan, Chengliang ;
Li, Hai ;
Zhang, Zutao ;
Pan, Yajia ;
Wu, Xiaoping ;
Ahmed, Ammar .
ENERGY, 2023, 270