Concepedia

Physical Forecasting Models

Physical Forecasting Models is a forecasting methodology that belongs to the class of renewable generation prediction techniques and is distinguished by its reliance on first-principles physical laws and numerical weather prediction to simulate atmospheric and energy conversion processes for estimating future power output.

171

Publications

14K

Citations

628

Authors

303

Institutions

Publications per year

2017–2026

107

Variants

Physical Forecasting

Parents

Publications

171

Probabilistic energy forecasting: Global Energy Forecasting Competition 2014 and beyond

Tao Hong, Pierre Pinson, Fan Shu et al. · International Journal of Forecasting · 2016 · 987 citations

, , +13

Current status and future advances for wind speed and power forecasting

Jaesung Jung, Robert Broadwater · Renewable and Sustainable Energy Reviews · 2014 · 690 citations

, , +17

Deep Learning for solar power forecasting — An approach using AutoEncoder and LSTM Neural Networks

André Gensler, Janosch Henze, Bernhard Sick et al. · 2016 · 612 citations

, , +16

WeatherBench: A Benchmark Data Set for Data‐Driven Weather Forecasting

Journal of Advances in Modeling Earth Systems · 2020 · 445 citations · Full text

, , +13

Extensive comparison of physical models for photovoltaic power forecasting

Martin János Mayer, Gyula Gróf · Applied Energy · 2020 · 431 citations · Full text

, , +16

1–5 of 171

Authors

628

  1. MJ
    Martin János Mayer

    Budapest University of Technology and Economics, Hungary

    4 publications · 731 citations

    4

    h-index

  2. LL
    Lars Landberg

    Technical University of Denmark, Denmark

    3 publications · 439 citations

    3

    h-index

  3. MP
    Marius Paulescu

    West University of Timişoara, Romania

    3 publications · 360 citations

    3

    h-index

  4. VB
    Viorel Bădescu

    Universitatea Națională de Știință și Tehnologie Politehnica București, Romania

    3 publications · 360 citations

    3

    h-index

  5. TO
    Takashi Oozeki

    National Institute of Advanced Industrial Science and Technology, Japan

    3 publications · 69 citations

    3

    h-index

1–5 of 628

Institutions

303

  1. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    12 publications

    888 citations

  2. North China Electric Power University

    Beijing, China

    5 h-index

    11 publications

    1.1K citations

  3. Tsinghua University

    Beijing, China

    5 h-index

    13 publications

    1.5K citations

  4. Budapest University of Technology and Economics

    Budapest, Hungary

    4 h-index

    5 publications

    1.2K citations

  5. University of Bucharest

    Bucharest, Romania

    3 h-index

    3 publications

    360 citations

  6. NSF National Center for Atmospheric Research

    Boulder, United States

    3 h-index

    26 publications

    2.6K citations

  7. Los Alamos National Laboratory

    Los Alamos, United States

    3 h-index

    13 publications

    300 citations

  8. Technical University of Denmark

    Kongens Lyngby, Denmark

    3 h-index

    7 publications

    1.5K citations

1–8 of 303

Venues

  1. Solar Energy

    20 publications · 1.6K citations

    18

    h-index

  2. Energy

    12 publications · 1K citations

    12

    h-index

  3. Energy Conversion and Management

    8 publications · 1.2K citations

    8

    h-index

  4. Renewable Energy

    9 publications · 717 citations

    8

    h-index

  5. Energies

    5 publications · 262 citations

    5

    h-index

1–5