Concepedia

Manufacturing Data Analytics

Manufacturing Data Analytics is a systematic computational process that transforms raw manufacturing data into actionable insights through statistical, visualization, and machine learning techniques, distinguishing itself by its specific focus on monitoring, controlling, and optimizing production performance within digital factory environments and manufacturing information systems.

624

Publications

43.1K

Citations

1.9K

Authors

740

Institutions

Publications per year

2017–2026

428

Parents

Publications

624

Service Innovation and Smart Analytics for Industry 4.0 and Big Data Environment

Jay Lee, Hung-An Kao, Shanhu Yang · Procedia CIRP · 2014 · 1.8K citations · Full text

, , +17

Digital Twin and Big Data Towards Smart Manufacturing and Industry 4.0: 360 Degree Comparison

Qinglin Qi, Fei Tao · IEEE Access · 2018 · 1.6K citations · Full text

, , +17

Recent advances and trends in predictive manufacturing systems in big data environment

Jay Lee, Edzel Lapira, Behrad Bagheri et al. · Manufacturing Letters · 2013 · 1.1K citations

, , +16

Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities

Surajit Bag, J.H.C. Pretorius, Shivam Gupta et al. · Technological Forecasting and Social Change · 2020 · 839 citations

, , +17

Big data analytics and artificial intelligence pathway to operational performance under the effects of entrepreneurial orientation and environmental dynamism: A study of manufacturing organisations

Rameshwar Dubey, Angappa Gunasekaran, Stephen J. Childe et al. · International Journal of Production Economics · 2019 · 798 citations · Full text

, , +17

1–5 of 624

Authors

1.9K

  1. CC
    Chen–Fu Chien

    National Tsing Hua University, Taiwan

    12 publications · 766 citations

    11

    h-index

  2. RY
    Ray Y. Zhong

    University of Hong Kong, Hong Kong SAR China

    9 publications · 815 citations

    9

    h-index

  3. SS
    Seung‐Jun Shin

    National Institute of Standards and Technology, United States

    7 publications · 422 citations

    7

    h-index

  4. SJ
    Sanjay Jain

    George Washington University, United States

    7 publications · 307 citations

    7

    h-index

  5. AK
    Andrew Kusiak

    University of Iowa, United States

    7 publications · 1.2K citations

    7

    h-index

1–5 of 1.9K

Institutions

740

  1. National Institute of Standards and Technology

    Gaithersburg, United States

    19 h-index

    56 publications

    3.3K citations

  2. National Tsing Hua University

    Hsinchu, Taiwan

    13 h-index

    26 publications

    1.6K citations

  3. University of Stuttgart

    Stuttgart, Germany

    11 h-index

    41 publications

    1.3K citations

  4. University of Hong Kong

    Pok Fu Lam, Hong Kong

    10 h-index

    18 publications

    1.9K citations

  5. National Cheng Kung University

    Tainan City, Taiwan

    9 h-index

    20 publications

    1.1K citations

  6. Pennsylvania State University

    State College, United States

    9 h-index

    24 publications

    1.5K citations

  7. RWTH Aachen University

    Aachen, Germany

    9 h-index

    22 publications

    669 citations

  8. Northwestern Polytechnical University

    Xi'an, China

    8 h-index

    24 publications

    4.2K citations

1–8 of 740

Venues

  1. Procedia CIRP

    46 publications · 3.9K citations

    23

    h-index

  2. International Journal of Production Research

    18 publications · 2.5K citations

    17

    h-index

  3. Journal of Intelligent Manufacturing

    21 publications · 1.1K citations

    16

    h-index

  4. Journal of Manufacturing Systems

    15 publications · 962 citations

    15

    h-index

  5. 14

    h-index

1–5