Concepedia

Energy Data Analytics

Energy Data Analytics is a systematic analytical framework that distinguishes itself from other data processing methods by its specialized application in extracting, modeling, and interpreting energy-related operational data to optimize performance, efficiency, and decision-making within industrial energy systems.

204

Publications

10.1K

Citations

732

Authors

295

Institutions

Publications per year

2017–2026

154

Parents

Publications

204

Big data driven smart energy management: From big data to big insights

Kaile Zhou, Chao Fu, Shanlin Yang · Renewable and Sustainable Energy Reviews · 2015 · 828 citations

, , +16

An Electric Energy Consumer Characterization Framework Based on Data Mining Techniques

Vera Louise Freire de Albuquerque Figueiredo, Fátima Rodrigues, Zita Vale · IEEE Transactions on Power Systems · 2005 · 436 citations · Full text

, , +17

Electricity, water, and natural gas consumption of a residential house in Canada from 2012 to 2014

Stephen Makonin, Bradley Ellert, Ivan V. Bajić et al. · Scientific Data · 2016 · 288 citations · Full text

, , +17

Analytical investigation of autoencoder-based methods for unsupervised anomaly detection in building energy data

Cheng Fan, Fu Xiao, Yang Zhao et al. · Applied Energy · 2017 · 280 citations · Full text

, , +17

Energy Big Data Analytics and Security: Challenges and Opportunities

Jiankun Hu, Athanasios V. Vasilakos · IEEE Transactions on Smart Grid · 2016 · 238 citations

, , +17

1–5 of 204

Authors

732

  1. DI
    David Irwin

    University of Massachusetts Amherst, United States

    5 publications · 101 citations

    5

    h-index

  2. HD
    Haris Doukas

    National Technical University of Athens, Greece

    5 publications · 338 citations

    5

    h-index

  3. AC
    Alfonso Capozzoli

    Politecnico di Torino, Italy

    4 publications · 145 citations

    4

    h-index

  4. TH
    Tao Hong

    University of North Carolina at Charlotte, United States

    4 publications · 79 citations

    4

    h-index

  5. VM
    Vangelis Marinakis

    National Technical University of Athens, Greece

    4 publications · 323 citations

    4

    h-index

1–5 of 732

Institutions

295

  1. National Technical University of Athens

    Athens, Greece

    7 h-index

    23 publications

    1.3K citations

  2. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    5 h-index

    19 publications

    1K citations

  3. Politecnico di Torino

    Turin, Italy

    5 h-index

    14 publications

    465 citations

  4. Delft University of Technology

    Delft, The Netherlands

    5 h-index

    9 publications

    302 citations

  5. Technical University of Denmark

    Kongens Lyngby, Denmark

    5 h-index

    9 publications

    964 citations

  6. University of Massachusetts Amherst

    Amherst Center, United States

    5 h-index

    21 publications

    385 citations

  7. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    5 publications

    358 citations

  8. Lawrence Berkeley National Laboratory

    Berkeley, United States

    4 h-index

    15 publications

    1.5K citations

1–8 of 295

Venues

  1. Energy and Buildings

    9 publications · 611 citations

    9

    h-index

  2. Energies

    9 publications · 245 citations

    9

    h-index

  3. Journal of Cleaner Production

    8 publications · 506 citations

    8

    h-index

  4. Energy

    8 publications · 391 citations

    8

    h-index

  5. Applied Energy

    7 publications · 711 citations

    7

    h-index

1–5