Temporal Load Forecasting

Temporal Load Forecasting is a type of load forecasting method that specifically models and predicts electrical energy demand over sequential time intervals by leveraging temporal dependencies and chronological patterns in historical consumption data.

310

Publications

23.1K

Citations

1.1K

Authors

435

Institutions

Publications per year

2017–2026

214

Parents

Load Forecasting

Publications

310

Day-ahead building-level load forecasts using deep learning vs. traditional time-series techniques

Mengmeng Cai, Manisa Pipattanasomporn, Saifur Rahman · Applied Energy · 2018 · 459 citations

Computing, Data Science, Meteorology +16

Advancement in the application of neural networks for short-term load forecasting

Tie-Mao Peng, N.F. Hubele, G.G. Karady · IEEE Transactions on Power Systems · 1992 · 381 citations

Computing, Electrical Engineering, Forecasting +14

Short-term power load forecasting for combined heat and power using CNN-LSTM enhanced by attention mechanism

Anping Wan, Qing Chang, Khalil AL-Bukhaiti et al. · Energy · 2023 · 377 citations

Computing, Mechanical Engineering, Energy Systems +13

Short-Term Load Forecasting for Industrial Customers Based on TCN-LightGBM

Yuanyuan Wang, Jun Chen, Xiaoqiao Chen et al. · IEEE Transactions on Power Systems · 2020 · 365 citations

Computing, Data Science, Electrical Engineering +17

Bi-directional long short-term memory method based on attention mechanism and rolling update for short-term load forecasting

Shouxiang Wang · International Journal of Electrical Power & Energy Systems · 2019 · 356 citations

Computing, Data Science, Forecasting +15

1–5 of 310

Authors

1.1K

JW
Jianzhou Wang
Lanzhou University, China
5 publications · 277 citations
5
h-index
YK
Yang Kong
Shandong University of Science and Technology, China
3 publications · 633 citations
3
h-index
YG
Yongsheng Guo
Changsha University of Science and Technology, China
3 publications · 633 citations
3
h-index
SS
Shanfeng Sun
Changsha University of Science and Technology, China
3 publications · 633 citations
3
h-index
ML
Mingping Liu
Nanchang University, China
3 publications · 196 citations
3
h-index

1–5 of 1.1K

Institutions

435

1–8 of 435

Venues

Applied Energy
31 publications · 3.7K citations
29
h-index
Energy
36 publications · 3.2K citations
28
h-index
Electric Power Systems Research
25 publications · 2.5K citations
22
h-index
International Journal of Electrical Power & Energy Systems
22 publications · 2.2K citations
20
h-index
Energy and Buildings
15 publications · 814 citations
14
h-index

1–5