Concepedia

Probabilistic Wind Forecasting

Probabilistic Wind Forecasting is a wind forecasting methodology that characterizes future wind conditions in terms of probability distributions to quantify predictive uncertainty, distinguishing itself from deterministic approaches by providing a range of possible outcomes with associated likelihoods.

272

Publications

20.3K

Citations

767

Authors

319

Institutions

Publications per year

2017–2026

159

Parents

Publications

272

Deep learning based ensemble approach for probabilistic wind power forecasting

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

, , +16

Review on probabilistic forecasting of wind power generation

Yao Zhang, Jianxue Wang, Xifan Wang · Renewable and Sustainable Energy Reviews · 2014 · 625 citations · Full text

, , +13

Trading Wind Generation From Short-Term Probabilistic Forecasts of Wind Power

Pierre Pinson, Christophe Chevallier, Georges Kariniotakis · IEEE Transactions on Power Systems · 2007 · 565 citations · Full text

, , +17

Deep belief network based deterministic and probabilistic wind speed forecasting approach

Hai‐Kun Wang, G.B. Wang, Guangbo Li et al. · Applied Energy · 2016 · 491 citations

, , +13

First and second order Markov chain models for synthetic generation of wind speed time series

A. Shamshad, M.A. Bawadi, Wan Nordin Wan‐Hussin et al. · Energy · 2004 · 383 citations

, , +16

1–5 of 272

Authors

767

  1. PP
    Pierre Pinson

    Technical University of Denmark, Denmark

    12 publications · 2.1K citations

    11

    h-index

  2. RJ
    Ricardo J. Bessa

    INESC TEC, Portugal

    11 publications · 1.2K citations

    11

    h-index

  3. GK
    Georges Kariniotakis

    Centre Procédés, Energies Renouvelables et Systèmes Energétiques, France

    8 publications · 1.2K citations

    8

    h-index

  4. ZZ
    Zhi Zhou

    Argonne National Laboratory, United States

    6 publications · 521 citations

    6

    h-index

  5. TG
    Tilmann Gneiting

    University of Washington, United States

    6 publications · 1.3K citations

    6

    h-index

1–5 of 767

Institutions

319

  1. Technical University of Denmark

    Kongens Lyngby, Denmark

    15 h-index

    29 publications

    4.4K citations

  2. North China Electric Power University

    Beijing, China

    13 h-index

    42 publications

    3.3K citations

  3. Xi'an Jiaotong University

    Xi'an, China

    13 h-index

    34 publications

    3.9K citations

  4. Argonne National Laboratory

    Lemont, United States

    9 h-index

    25 publications

    1.7K citations

  5. Dongbei University of Finance and Economics

    Dalian, China

    8 h-index

    14 publications

    1.1K citations

  6. Universidade do Porto

    Porto, Portugal

    8 h-index

    30 publications

    2.5K citations

  7. Hefei University of Technology

    Hefei, China

    7 h-index

    14 publications

    928 citations

  8. City University of Hong Kong

    Hong Kong, Hong Kong

    6 h-index

    12 publications

    394 citations

1–8 of 319

Venues

  1. Applied Energy

    27 publications · 3.1K citations

    24

    h-index

  2. Renewable Energy

    29 publications · 2K citations

    23

    h-index

  3. Energy

    22 publications · 1.5K citations

    19

    h-index

  4. Energy Conversion and Management

    17 publications · 1.4K citations

    16

    h-index

  5. IEEE Transactions on Sustainable Energy

    TSTE · 15 publications · 1.2K citations

    15

    h-index

1–5