Concepedia

Sensor Data Analysis

Sensor Data Analysis is a methodological framework within predictive maintenance that systematically processes and interprets data collected from physical sensors to identify patterns, anomalies, and degradation trends indicative of impending equipment failure.

449

Publications

23.6K

Citations

1.7K

Authors

610

Institutions

Publications per year

2017–2026

217

Parents

Publications

449

Learning IoT in Edge: Deep Learning for the Internet of Things with Edge Computing

He Li, Kaoru Ota, Mianxiong Dong · IEEE Network · 2018 · 1.6K citations · Full text

, , +15

StudentLife

Rui Wang, Fanglin Chen, Zhenyu Chen et al. · 2014 · 1.1K citations

, , +17

CloudSat mission: Performance and early science after the first year of operation

Graeme L. Stephens, D. Vane, Simone Tanelli et al. · Journal of Geophysical Research Atmospheres · 2008 · 1.1K citations · Full text

, , +17

Identification of faulty sensors using principal component analysis

Ricardo Dunia, S. Joe Qin, Thomas F. Edgar et al. · AIChE Journal · 1996 · 524 citations

, , +14

Performance Analysis of IoT-Based Sensor, Big Data Processing, and Machine Learning Model for Real-Time Monitoring System in Automotive Manufacturing

Muhammad Syafrudin, Ganjar Alfian, Norma Latif Fitriyani et al. · Sensors · 2018 · 388 citations · Full text

, , +17

1–5 of 449

Authors

1.7K

  1. CC
    Changyong Cao

    NOAA National Environmental Satellite Data and Information Service, United States

    6 publications · 497 citations

    6

    h-index

  2. SJ
    S. Joe Qin

    University of Southern California, United States

    5 publications · 768 citations

    5

    h-index

  3. DL
    Datong Liu

    Harbin Institute of Technology, China

    5 publications · 256 citations

    5

    h-index

  4. KV
    Kristof Van Laerhoven

    Technische Universität Darmstadt, Germany

    4 publications · 295 citations

    4

    h-index

  5. LL
    Liansheng Liu

    Harbin Institute of Technology, China

    4 publications · 241 citations

    4

    h-index

1–5 of 1.7K

Institutions

610

  1. University of Maryland, College Park

    College Park, United States

    15 h-index

    33 publications

    3.3K citations

  2. NOAA Center for Satellite Applications and Research

    College Park, United States

    11 h-index

    24 publications

    1.6K citations

  3. NOAA National Environmental Satellite Data and Information Service

    Silver Spring, United States

    10 h-index

    19 publications

    1.5K citations

  4. Earth System Science Interdisciplinary Center

    College Park, United States

    7 h-index

    15 publications

    1.2K citations

  5. National Oceanic and Atmospheric Administration

    Washington, United States

    7 h-index

    15 publications

    824 citations

  6. The University of Texas at Austin

    Austin, United States

    7 h-index

    15 publications

    2.7K citations

  7. Harbin Institute of Technology

    Harbin, China

    6 h-index

    25 publications

    1.1K citations

  8. University of Washington

    Seattle, United States

    6 h-index

    18 publications

    2.6K citations

1–8 of 610

Venues

  1. Sensors

    24 publications · 1.4K citations

    20

    h-index

  2. IEEE Access

    8 publications · 364 citations

    8

    h-index

  3. 7

    h-index

  4. IEEE Sensors Journal

    7 publications · 361 citations

    7

    h-index

  5. Remote Sensing

    7 publications · 227 citations

    7

    h-index

1–5