Concepedia

Manufacturing Analytics

Manufacturing Analytics is an academic concept referring to the systematic application of data analysis techniques and computational models within the domain of manufacturing systems to transform raw production data into actionable insights that enhance decision-making, process efficiency, and operational performance in both Cell Manufacturing and Digital Manufacturing contexts.

412

Publications

31.1K

Citations

1.3K

Authors

534

Institutions

Publications per year

2017–2026

258

Parents

Publications

412

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

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

Smart manufacturing, manufacturing intelligence and demand-dynamic performance

Jim Davis, Thomas F. Edgar, James B. Porter et al. · Computers & Chemical Engineering · 2012 · 754 citations

, , +14

1–5 of 412

Authors

1.3K

  1. CC
    Chen–Fu Chien

    National Tsing Hua University, Taiwan

    11 publications · 552 citations

    11

    h-index

  2. SS
    Seung‐Jun Shin

    National Institute of Standards and Technology, United States

    8 publications · 484 citations

    8

    h-index

  3. SJ
    Sanjay Jain

    George Washington University, United States

    7 publications · 307 citations

    7

    h-index

  4. GS
    Guodong Shao

    National Institute of Standards and Technology, United States

    7 publications · 297 citations

    7

    h-index

  5. DL
    David Lechevalier

    National Institute of Standards and Technology, United States

    6 publications · 166 citations

    6

    h-index

1–5 of 1.3K

Institutions

534

  1. National Institute of Standards and Technology

    Gaithersburg, United States

    20 h-index

    53 publications

    2.2K citations

  2. University of Stuttgart

    Stuttgart, Germany

    10 h-index

    31 publications

    920 citations

  3. National Tsing Hua University

    Hsinchu, Taiwan

    10 h-index

    18 publications

    1.2K citations

  4. RWTH Aachen University

    Aachen, Germany

    8 h-index

    25 publications

    681 citations

  5. George Washington University

    Washington, United States

    7 h-index

    7 publications

    307 citations

  6. HUN-REN Institute for Computer Science and Control

    Budapest, Hungary

    7 h-index

    16 publications

    1K citations

  7. University of Cambridge

    Cambridge, United Kingdom

    6 h-index

    14 publications

    503 citations

  8. IMT Atlantique

    Nantes, France

    6 h-index

    8 publications

    1.3K citations

1–8 of 534

Venues

  1. Procedia CIRP

    36 publications · 3.2K citations

    18

    h-index

  2. Journal of Intelligent Manufacturing

    20 publications · 787 citations

    15

    h-index

  3. International Journal of Production Research

    15 publications · 2.1K citations

    15

    h-index

  4. 14

    h-index

  5. Journal of Manufacturing Systems

    14 publications · 580 citations

    14

    h-index

1–5