Concepedia

Grid Data Analytics

Grid Data Analytics is a computational methodology that distinguishes itself by enabling the systematic extraction, processing, and interpretation of large-scale, heterogeneous data streams from smart grid infrastructure to support real-time decision-making, performance optimization, and predictive modeling in electrical power systems.

97

Publications

5.1K

Citations

358

Authors

168

Institutions

Publications per year

2017–2026

45

Variants

Smart Grid Analytics

Parents

Publications

97

Data-driven probabilistic machine learning in sustainable smart energy/smart energy systems: Key developments, challenges, and future research opportunities in the context of smart grid paradigm

Tanveer Ahmad, Rafał Madoński, Dongdong Zhang et al. · Renewable and Sustainable Energy Reviews · 2022 · 669 citations

, , +17

Survey of Security Advances in Smart Grid: A Data Driven Approach

Song Tan, Debraj De, Wen‐Zhan Song et al. · IEEE Communications Surveys & Tutorials · 2016 · 264 citations

, , +17

Machine Learning for the New York City Power Grid

Cynthia Rudin, David L. Waltz, Albert Boulanger et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011 · 263 citations · Full text

, , +17

Smart grid architecture model for control, optimization and data analytics of future power networks with more renewable energy

Deepak Kumar Panda, Saptarshi Das · Journal of Cleaner Production · 2021 · 221 citations · Full text

, , +16

Fog Computing for Smart Grid Systems in the 5G Environment: Challenges and Solutions

Aparna Kumari, Sudeep Tanwar, Sudhanshu Tyagi et al. · IEEE Wireless Communications · 2019 · 177 citations

, , +12

1–5 of 97

Authors

358

  1. YL
    Yilu Liu

    University of Tennessee at Knoxville, United States

    4 publications · 333 citations

    4

    h-index

  2. DZ
    Dao Zhou

    University of Tennessee at Knoxville, United States

    3 publications · 317 citations

    3

    h-index

  3. ES
    Emma Stewart

    Lawrence Berkeley National Laboratory, United States

    3 publications · 131 citations

    3

    h-index

  4. AK
    Aparna Kumari

    Nirma University, India

    2 publications · 206 citations

    2

    h-index

  5. RP
    Radu Prodan

    Universität Innsbruck, Austria

    2 publications · 26 citations

    2

    h-index

1–5 of 358

Institutions

168

  1. Lawrence Berkeley National Laboratory

    Berkeley, United States

    3 h-index

    7 publications

    149 citations

  2. Oak Ridge National Laboratory

    Oak Ridge, United States

    3 h-index

    7 publications

    346 citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    8 publications

    406 citations

  4. University of Tennessee at Knoxville

    Knoxville, United States

    3 h-index

    21 publications

    2.4K citations

  5. Imperial College London

    London, United Kingdom

    3 h-index

    11 publications

    404 citations

  6. Texas A&M University

    College Station, United States

    3 h-index

    6 publications

    144 citations

  7. Fermi National Accelerator Laboratory

    Batavia, United States

    2 h-index

    3 publications

    221 citations

  8. University of Waterloo

    Waterloo, Canada

    2 h-index

    8 publications

    412 citations

1–8 of 168

Venues

  1. Renewable and Sustainable Energy Reviews

    4 publications · 819 citations

    5

    h-index

  2. IEEE Access

    4 publications · 274 citations

    4

    h-index

  3. Procedia Technology

    3 publications · 170 citations

    3

    h-index

  4. Proceedings of the IEEE

    2 publications · 64 citations

    2

    h-index

  5. IEEE Power and Energy Magazine

    2 publications · 100 citations

    2

    h-index

1–5