A hybrid deep reinforcement learning ensemble optimization model for heat load energy-saving prediction

Financial time series forecasting model based on CEEMDAN and LSTM

Jian Cao, Zhi Li, Jian Li · Physica A Statistical Mechanics and its Applications · 2018 · 662 citations

Forecasting Methodology, Financial Time Series, Predictive Analytics +6

Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station

Pradeep Hewage, Ardhendu Behera, Marcello Trovati et al. · Soft Computing · 2020 · 612 citations · Full text

Building thermal load prediction through shallow machine learning and deep learning

Zhe Wang, Tianzhen Hong, Mary Ann Piette · Applied Energy · 2020 · 434 citations · Full text

Engineering, Machine Learning, Data Science +10

Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering

Rui Yan, Jiaqiang Liao, Jie Yang et al. · Expert Systems with Applications · 2020 · 426 citations

Pollution Detection, Environmental Monitoring, Engineering +11

Deep-Reinforcement-Learning-Based Autonomous Voltage Control for Power Grid Operations

Jiajun Duan, Di Shi, Ruisheng Diao et al. · IEEE Transactions on Power Systems · 2019 · 398 citations

Engineering, Power Grid Operation, Autonomous Voltage Control +21