Concepedia

Ensemble Wind Forecasting

Ensemble Wind Forecasting is a wind forecasting methodology that generates multiple simulations or predictions using varying initial conditions, model parameters, or structural assumptions to quantify uncertainty and improve predictive reliability in estimating future wind conditions.

154

Publications

12.7K

Citations

540

Authors

225

Institutions

Publications per year

2017–2026

112

Parents

Publications

154

Deep learning based ensemble approach for probabilistic wind power forecasting

Huaizhi Wang, Gangqiang Li, Guibin Wang et al. · Applied Energy · 2016 · 741 citations

, , +16

Wind speed forecasting based on the hybrid ensemble empirical mode decomposition and GA-BP neural network method

Shouxiang Wang, Na Zhang, Lei Wu et al. · Renewable Energy · 2016 · 674 citations

, , +14

Ensemble methods for wind and solar power forecasting—A state-of-the-art review

Ye Ren, Ponnuthurai Nagaratnam Suganthan, N. V. Srikanth · Renewable and Sustainable Energy Reviews · 2015 · 424 citations

, , +16

Wind speed forecasting using nonlinear-learning ensemble of deep learning time series prediction and extremal optimization

Jie Chen, Guo‐Qiang Zeng, Wuneng Zhou et al. · Energy Conversion and Management · 2018 · 420 citations

, , +17

Wind Power Density Forecasting Using Ensemble Predictions and Time Series Models

James W. Taylor, Patrick McSharry, Roberto Buizza · IEEE Transactions on Energy Conversion · 2009 · 352 citations

, , +17

1–5 of 154

Authors

540

  1. HL
    Hui Liu

    Central South University, China

    12 publications · 1K citations

    12

    h-index

  2. JW
    Jianzhou Wang

    Dongbei University of Finance and Economics, China

    9 publications · 661 citations

    9

    h-index

  3. ZD
    Zhu Duan

    Central South University, China

    7 publications · 409 citations

    7

    h-index

  4. HY
    Hao Yan

    China University of Mining and Technology, China

    7 publications · 507 citations

    7

    h-index

  5. WY
    Wendong Yang

    Dongbei University of Finance and Economics, China

    5 publications · 231 citations

    5

    h-index

1–5 of 540

Institutions

225

  1. Central South University

    Changsha, China

    13 h-index

    38 publications

    3.4K citations

  2. Dongbei University of Finance and Economics

    Dalian, China

    12 h-index

    26 publications

    2.6K citations

  3. North China Electric Power University

    Beijing, China

    8 h-index

    31 publications

    2.4K citations

  4. NSF National Center for Atmospheric Research

    Boulder, United States

    6 h-index

    22 publications

    2K citations

  5. Shandong Normal University

    Jinan, China

    6 h-index

    9 publications

    376 citations

  6. Lanzhou University

    Lanzhou, China

    6 h-index

    15 publications

    1.3K citations

  7. Shandong University of Finance and Economics

    Jinan, China

    6 h-index

    9 publications

    342 citations

  8. Tsinghua University

    Beijing, China

    5 h-index

    11 publications

    675 citations

1–8 of 225

Venues

  1. Energy Conversion and Management

    23 publications · 2.4K citations

    21

    h-index

  2. Applied Energy

    14 publications · 2.2K citations

    14

    h-index

  3. Renewable Energy

    10 publications · 1.7K citations

    10

    h-index

  4. Energy

    10 publications · 478 citations

    10

    h-index

  5. Monthly Weather Review

    6 publications · 487 citations

    6

    h-index

1–5