Machine learning based tensile force estimation for psc girder using embedded EM sensor

被引:0
|
作者
Kim, Junkyeong [1 ,2 ,3 ]
Yu, Byung-Joon [1 ,2 ,3 ]
Kim, Ju-Won [1 ,2 ,3 ]
Park, Seinghee [1 ,2 ,3 ]
机构
[1] Research Strategy Team, Advanced Institute of Convergence Technology, 145 Gwanggyo- ro, Yeongtong-gu Suwon, Korea, Republic of
[2] Department of Convergence Engineering for Future City, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu Suwon, Korea, Republic of
[3] School of Civil, Architectural Engineeing and Landscape Architecture, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu Suwon, Korea, Republic of
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Structural health monitoring - Radial basis function networks - Life cycle - Magnetism - Tendons - Machine learning
引用
收藏
页码:2146 / 2151
相关论文
共 50 条
  • [1] RBFN based Tensile Force Estimation using Embedded EM Sensor
    Kim, Junkyeong
    Park, Minsoo
    Park, Seunghee
    Demisie, Tola Kassahun
    Tareen, Najeep Ullah
    Park, Seunghee
    [J]. 2019 11TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (CICN 2019), 2019, : 81 - 83
  • [2] Investigation of Applicability of an Embedded EM Sensor to Measure the Tension of a PSC Girder
    Kim, Junkyeong
    Kim, Ju-Won
    Park, Seunghee
    [J]. JOURNAL OF SENSORS, 2019, 2019
  • [3] Development of Embedded EM Sensors for Estimating Tensile Forces of PSC Girder Bridges
    Kim, Junkyeong
    Kim, Ju-Won
    Lee, Chaggil
    Park, Seunghee
    [J]. SENSORS, 2017, 17 (09):
  • [4] Field applicability of a machine learning-based tensile force estimation for pre-stressed concrete bridges using an embedded elasto-magnetic sensor
    Kim, Junkyeong
    Park, Seunghee
    [J]. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2020, 19 (01): : 281 - 292
  • [5] ANN-based tensile force estimation for pre-stressed tendons of PSC girders using FBG/EM hybrid sensing
    Kim, Junkyeong
    Kim, Jaemin
    Shin, Kyung-Joon
    Lee, Hwanwoo
    Park, Seunghee
    [J]. INSIGHT, 2017, 59 (10) : 544 - 552
  • [6] Prestress-Force Estimation in PSC Girder Using Modal Parameters and System Identification
    Duc-Duy Ho
    Kim, Jeong-Tae
    Stubbs, Norris
    Park, Woo-Sun
    [J]. ADVANCES IN STRUCTURAL ENGINEERING, 2012, 15 (06) : 997 - 1012
  • [7] Prestress-force monitoring using impedance-based smart sensor nodes in PSC girder bridges
    Kim, J. -T.
    Hong, D. -S.
    Lee, S. -Y.
    Park, J. -H.
    [J]. BRIDGE MAINTENANCE, SAFETY, MANAGEMENT AND LIFE-CYCLE OPTIMIZATION, 2010, : 209 - 217
  • [8] Prestress-force Monitoring of PSC Girder Bridges using Wireless Impedance Sensor Nodes
    Park, Jae-Hyung
    Lee, So-Young
    Hong, Dong-Soo
    Kim, Jeong-Tae
    [J]. SENSORS AND SMART STRUCTURES TECHNOLOGIES FOR CIVIL, MECHANICAL, AND AEROSPACE SYSTEMS 2010, 2010, 7647
  • [9] Machine Learning-based Occupancy Estimation Using Multivariate Sensor Nodes
    Singh, Adarsh Pal
    Jain, Vivek
    Chaudhari, Sachin
    Kraemer, Frank Alexander
    Werner, Stefan
    Garg, Vishal
    [J]. 2018 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2018,
  • [10] Gait Stride Length Estimation Using Embedded Machine Learning
    Verbiest, Joeri R.
    Bonnechere, Bruno
    Saeys, Wim
    van de Walle, Patricia
    Truijen, Steven
    Meyns, Pieter
    [J]. SENSORS, 2023, 23 (16)