Concepedia

Hybrid Load Forecasting

Hybrid Load Forecasting is a load forecasting methodology that integrates multiple distinct modeling techniques—such as statistical, machine learning, and deep learning approaches—within a unified framework to leverage their complementary strengths and improve prediction accuracy.

309

Publications

20.7K

Citations

1K

Authors

404

Institutions

Publications per year

2017–2026

201

Parents

Publications

309

Short-Term Load Forecasting Using EMD-LSTM Neural Networks with a Xgboost Algorithm for Feature Importance Evaluation

Huiting Zheng, Jiabin Yuan, Long Chen · Energies · 2017 · 645 citations · Full text

, , +17

A hybrid annual power load forecasting model based on generalized regression neural network with fruit fly optimization algorithm

Hongze Li, Sen Guo, Chunjie Li et al. · Knowledge-Based Systems · 2012 · 473 citations

, , +14

A new hybrid Modified Firefly Algorithm and Support Vector Regression model for accurate Short Term Load Forecasting

Abdollah Kavousi‐Fard, Haidar Samet, Fatemeh Marzbani · Expert Systems with Applications · 2014 · 415 citations

, , +15

Short-Term Load Forecasting Based on an Adaptive Hybrid Method

Shuai Fan, L.‐W. Antony Chen · IEEE Transactions on Power Systems · 2006 · 408 citations

, , +15

A hybrid short-term load forecasting model based on variational mode decomposition and long short-term memory networks considering relevant factors with Bayesian optimization algorithm

Feifei He, Jianzhong Zhou, Zhong-kai Feng et al. · Applied Energy · 2019 · 338 citations

, , +15

1–5 of 309

Authors

1K

  1. WH
    Wei‐Chiang Hong

    Asia Eastern University of Science and Technology, Taiwan

    12 publications · 974 citations

    12

    h-index

  2. GF
    Guo‐Feng Fan

    Asia University, Taiwan

    8 publications · 617 citations

    8

    h-index

  3. JW
    Jianzhou Wang

    Dongbei University of Finance and Economics, China

    5 publications · 151 citations

    5

    h-index

  4. DS
    Dipti Srinivasan

    National University of Singapore, Singapore

    5 publications · 357 citations

    5

    h-index

  5. MK
    Muhammad Kamran

    University of Engineering and Technology Lahore, Pakistan

    4 publications · 174 citations

    4

    h-index

1–5 of 1K

Institutions

404

  1. North China Electric Power University

    Beijing, China

    16 h-index

    46 publications

    5K citations

  2. Dongbei University of Finance and Economics

    Dalian, China

    10 h-index

    21 publications

    942 citations

  3. Asia Eastern University of Science and Technology

    Taipei, Taiwan

    8 h-index

    9 publications

    616 citations

  4. Lanzhou University

    Lanzhou, China

    7 h-index

    20 publications

    893 citations

  5. National University of Singapore

    Singapore, Singapore

    6 h-index

    10 publications

    610 citations

  6. University of Engineering and Technology Lahore

    Lahore, Pakistan

    6 h-index

    11 publications

    710 citations

  7. Tsinghua University

    Beijing, China

    5 h-index

    15 publications

    903 citations

  8. Zhejiang University

    Hangzhou, China

    5 h-index

    12 publications

    549 citations

1–8 of 404

Venues

  1. Energies

    32 publications · 2.1K citations

    24

    h-index

  2. IEEE Access

    21 publications · 1.5K citations

    20

    h-index

  3. Applied Energy

    15 publications · 1.7K citations

    15

    h-index

  4. IEEE Transactions on Power Systems

    13 publications · 2K citations

    13

    h-index

  5. Energy

    11 publications · 1.8K citations

    10

    h-index

1–5