Short-term prediction of integrated energy load aggregation using a bi-directional simple recurrent unit network with feature-temporal attention mechanism ensemble learning model

A novel cryptocurrency price trend forecasting model based on LightGBM

Xiaolei Sun, Mingxi Liu, Zeqian Sima · Finance research letters · 2018 · 520 citations

Business, Economics, Finance +12

Using Smart Meter Data to Improve the Accuracy of Intraday Load Forecasting Considering Customer Behavior Similarities

Franklin L. Quilumba, Wei‐Jen Lee, Heng Huang et al. · IEEE Transactions on Smart Grid · 2014 · 494 citations

Management, Data Science, Energy Management +16

Interpretable spatio-temporal attention LSTM model for flood forecasting

Yukai Ding, Yuelong Zhu, Jun Feng et al. · Neurocomputing · 2020 · 421 citations

Natural Resources, Hydrology, Forecasting +10

Short-term multi-energy load forecasting for integrated energy systems based on CNN-BiGRU optimized by attention mechanism

Dongxiao Niu, Min Yu, Lijie Sun et al. · Applied Energy · 2022 · 407 citations

Engineering, High-performance Computing, Energy Systems +15

Review and prospect of data-driven techniques for load forecasting in integrated energy systems

Jizhong Zhu, Hanjiang Dong, Weiye Zheng et al. · Applied Energy · 2022 · 281 citations

Computing, Data Science, Energy Systems +15