Concepedia

Aggregated Load Forecasting

Aggregated Load Forecasting is a type of load forecasting that predicts the collective electricity demand across multiple consumers, geographic areas, or load categories by integrating individual consumption patterns into a single, unified forecast, thereby enabling more stable and accurate predictions at a higher hierarchical level compared to individual-level forecasts.

65

Publications

3.9K

Citations

242

Authors

101

Institutions

Publications per year

2017–2026

39

Variants

Aggregate Load Forecasting

Parents

Publications

65

Short-term electricity demand forecasting with MARS, SVR and ARIMA models using aggregated demand data in Queensland, Australia

Mohanad S. AL‐Musaylh, Ravinesh C. Deo, Jan Adamowski et al. · Advanced Engineering Informatics · 2017 · 299 citations · Full text

, , +16

Using Bayesian Deep Learning to Capture Uncertainty for Residential Net Load Forecasting

Mingyang Sun, Tingqi Zhang, Yi Wang et al. · IEEE Transactions on Power Systems · 2019 · 246 citations

, , +17

Smart Households’ Aggregated Capacity Forecasting for Load Aggregators Under Incentive-Based Demand Response Programs

Fei Wang, Biao Xiang, Kangping Li et al. · IEEE Transactions on Industry Applications · 2020 · 209 citations

, , +16

An Ensemble Forecasting Method for the Aggregated Load With Subprofiles

Yi Wang, Qixin Chen, Mingyang Sun et al. · IEEE Transactions on Smart Grid · 2018 · 208 citations

, , +16

Spatial-Temporal Residential Short-Term Load Forecasting via Graph Neural Networks

Weixuan Lin, Di Wu, Benoît Boulet · IEEE Transactions on Smart Grid · 2021 · 200 citations

, , +16

1–5 of 65

Authors

242

  1. RR
    Ram Rajagopal

    Stanford University, United States

    4 publications · 194 citations

    4

    h-index

  2. RS
    Raffi Sevlian

    Stanford University, United States

    4 publications · 194 citations

    4

    h-index

  3. YW
    Yi Wang

    Tsinghua University, China

    3 publications · 490 citations

    3

    h-index

  4. YW
    Yishen Wang

    Global Energy Interconnection Research Institute North America, United States

    2 publications · 54 citations

    2

    h-index

  5. YP
    Yayu Peng

    University of Nebraska–Lincoln, United States

    2 publications · 54 citations

    2

    h-index

1–5 of 242

Institutions

101

  1. Stanford University

    Stanford, United States

    5 h-index

    10 publications

    460 citations

  2. North China Electric Power University

    Beijing, China

    3 h-index

    6 publications

    925 citations

  3. McGill University

    Montreal, Canada

    2 h-index

    4 publications

    899 citations

  4. Imperial College London

    London, United Kingdom

    2 h-index

    4 publications

    946 citations

  5. University of Siena

    Siena, Italy

    2 h-index

    9 publications

    330 citations

  6. University of New Brunswick

    Fredericton, Canada

    2 h-index

    11 publications

    326 citations

  7. Politecnico di Torino

    Turin, Italy

    2 h-index

    4 publications

    123 citations

  8. Global Energy Interconnection Research Institute North America

    San Jose, United States

    2 h-index

    8 publications

    216 citations

1–8 of 101

Venues

  1. Applied Energy

    5 publications · 406 citations

    5

    h-index

  2. Energies

    5 publications · 212 citations

    5

    h-index

  3. IEEE Transactions on Smart Grid

    4 publications · 618 citations

    4

    h-index

  4. IEEE Transactions on Industry Applications

    3 publications · 319 citations

    3

    h-index

  5. Electric Power Systems Research

    3 publications · 77 citations

    3

    h-index

1–5