Concepedia

Wind Forecasting Feature Selection

Wind Forecasting Feature Selection is the systematic process of identifying and retaining the most relevant input variables or predictors from meteorological, geographical, and historical wind data to improve the accuracy and efficiency of wind power or speed prediction models.

95

Publications

6.8K

Citations

338

Authors

152

Institutions

Publications per year

2017–2026

75

Parents

Publications

95

A data-driven multi-model methodology with deep feature selection for short-term wind forecasting

Cong Feng, Mingjian Cui, Bri‐Mathias Hodge et al. · Applied Energy · 2017 · 316 citations · Full text

, , +16

A new wind power prediction method based on ridgelet transforms, hybrid feature selection and closed-loop forecasting

Hua Leng, Xinran Li, Jiran Zhu et al. · Advanced Engineering Informatics · 2018 · 303 citations

, , +17

A compound structure of ELM based on feature selection and parameter optimization using hybrid backtracking search algorithm for wind speed forecasting

Chu Zhang, Jianzhong Zhou, Chaoshun Li et al. · Energy Conversion and Management · 2017 · 272 citations

, , +15

Wind Power Prediction by a New Forecast Engine Composed of Modified Hybrid Neural Network and Enhanced Particle Swarm Optimization

Nima Amjady, Farshid Keynia, Hamidreza Zareipour · IEEE Transactions on Sustainable Energy · 2011 · 224 citations

, , +13

Application of hybrid forecast engine based intelligent algorithm and feature selection for wind signal prediction

Mahdi Mir, Mahdi Shafieezadeh, Mohammad Heidari et al. · Evolving Systems · 2019 · 216 citations

, , +16

1–5 of 95

Authors

338

  1. JW
    Jujie Wang

    Nanjing University of Information Science and Technology, China

    5 publications · 221 citations

    5

    h-index

  2. NG
    Noradin Ghadimi

    Islamic Azad University Ardabil, Iran

    4 publications · 615 citations

    4

    h-index

  3. WF
    Wenlong Fu

    China Three Gorges University, China

    3 publications · 477 citations

    3

    h-index

  4. YZ
    Yongning Zhao

    China Agricultural University, China

    3 publications · 225 citations

    3

    h-index

  5. LY
    Lin Ye

    China Agricultural University, China

    3 publications · 225 citations

    3

    h-index

1–5 of 338

Institutions

152

  1. North China Electric Power University

    Beijing, China

    10 h-index

    37 publications

    2.6K citations

  2. Nanjing University of Information Science and Technology

    Nanjing, China

    5 h-index

    13 publications

    504 citations

  3. Islamic Azad University Ardabil

    Ardabil, Iran

    4 h-index

    4 publications

    615 citations

  4. Central South University

    Changsha, China

    4 h-index

    19 publications

    784 citations

  5. Tsinghua University

    Beijing, China

    4 h-index

    9 publications

    578 citations

  6. Lanzhou University

    Lanzhou, China

    4 h-index

    9 publications

    537 citations

  7. Northeast Electric Power University

    Jilin City, China

    3 h-index

    8 publications

    301 citations

  8. Nazarbayev University

    Astana, Kazakhstan

    3 h-index

    6 publications

    238 citations

1–8 of 152

Venues

  1. Renewable Energy

    11 publications · 753 citations

    10

    h-index

  2. Energy Conversion and Management

    9 publications · 1K citations

    9

    h-index

  3. Energy

    11 publications · 720 citations

    9

    h-index

  4. Applied Energy

    6 publications · 721 citations

    6

    h-index

  5. Expert Systems with Applications

    5 publications · 149 citations

    5

    h-index

1–5