Concepedia

Monitoring Data Fusion

Monitoring Data Fusion is a systematic integration process that synthesizes heterogeneous sensor measurements and observational inputs from multiple sources within tunnel monitoring systems into a unified, coherent representation to enhance data accuracy, reliability, and situational awareness beyond the capabilities of individual data streams.

24

Publications

1.1K

Citations

101

Authors

36

Institutions

Publications per year

2017–2026

16

Parents

Publications

24

Neural Network Sensor Fusion for Tool Condition Monitoring

David Dornfeld, M. F. DeVries · CIRP Annals · 1990 · 250 citations

, , +14

Structural health monitoring data fusion for in-situ life prognosis of composite structures

Nick Eleftheroglou, Dimitrios Zarouchas, René Alderliesten et al. · Reliability Engineering & System Safety · 2018 · 89 citations · Full text

, , +16

Multi-sources information fusion analysis of water inrush disaster in tunnels based on improved theory of evidence

Shucai Li, Cong Liu, Zongqing Zhou et al. · Tunnelling and Underground Space Technology · 2021 · 87 citations

, , +15

VPPAW penetration monitoring based on fusion of visual and acoustic signals using t-SNE and DBN model

Di Wu, Yiming Huang, Huabin Chen et al. · Materials & Design · 2017 · 75 citations

, , +5

Study on an improved real-time monitoring and fusion prewarning method for water inrush in tunnels

Wang Sheng, Liping Li, Shuai Cheng et al. · Tunnelling and Underground Space Technology · 2021 · 72 citations

, , +14

1–5 of 24

Authors

101

  1. JH
    Jinping He

    Wuhan University, China

    2 publications · 29 citations

    2

    h-index

  2. HW
    Hui Wang

    Wenzhou University, China

    1 publications · 40 citations

    1

    h-index

  3. LY
    Lei Yao

    Huazhong University of Science and Technology, China

    1 publications · 10 citations

    1

    h-index

  4. CX
    Cun Xin

    Xi'an Jiaotong University, China

    1 publications · 41 citations

    1

    h-index

  5. LL
    Lusi Li

    Old Dominion University, United States

    1 publications · 22 citations

    1

    h-index

1–5 of 101

Institutions

36

  1. Wuhan University

    Wuhan, China

    3 h-index

    12 publications

    156 citations

  2. Shandong University

    Jinan, China

    2 h-index

    12 publications

    954 citations

  3. China University of Geosciences

    Wuhan, China

    1 h-index

    4 publications

    68 citations

  4. China Railway First Survey and Design Institute Group Co. Ltd.

    Xi'an, China

    1 h-index

    3 publications

    159 citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    1 h-index

    5 publications

    375 citations

  6. Sias University

    Xinzheng, China

    1 h-index

    1 publications

    14 citations

  7. Hohai University

    Nanjing, China

    1 h-index

    4 publications

    40 citations

  8. Texas A&M University

    College Station, United States

    1 h-index

    2 publications

    108 citations

1–8 of 36

Venues

  1. Measurement

    2 publications · 77 citations

    2

    h-index

  2. Tunnelling and Underground Space Technology

    2 publications · 159 citations

    2

    h-index

  3. Bulletin of Earthquake Engineering

    1 publications · 27 citations

    1

    h-index

  4. The Journal of Supercomputing

    1 publications · 14 citations

    1

    h-index

  5. Applied Soft Computing

    1 publications · 54 citations

    1

    h-index

1–5