TimeNet: Time2Vec attention-based CNN-BiGRU neural network for predicting production in shale and sandstone gas reservoirs

Prediction of solar energy guided by pearson correlation using machine learning

Imane Jebli, Fatima-Zahra Belouadha, Mohammed Issam Kabbaj et al. · Energy · 2021 · 544 citations

Computing, Computer Science, Data Science +16

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

Forecasting monthly gas field production based on the CNN-LSTM model

Wenshu Zha, Yuping Liu, Yujin Wan et al. · Energy · 2022 · 400 citations

Computing, Data Science, Forecasting +13

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

Well production forecasting based on ARIMA-LSTM model considering manual operations

Dongyan Fan, Hai Sun, Jun Yao et al. · Energy · 2020 · 374 citations

Computing, Operations Management, Forecasting +15