Application of a new grey multivariate forecasting model in the forecasting of energy consumption in 7 regions of China

Control problems of grey systems

Deng Julong · Systems & Control Letters · 1982 · 4.3K citations

Engineering, Mathematical Control Theory, Mechanical Systems +3

LSTM based long-term energy consumption prediction with periodicity

Jian Qi Wang, Yu Du, Jing Wang · Energy · 2020 · 378 citations

Engineering, Data Science, Energy Management +5

A novel fractional time delayed grey model with Grey Wolf Optimizer and its applications in forecasting the natural gas and coal consumption in Chongqing China

Xin Ma, Mei Xie, Wenqing Wu et al. · Energy · 2019 · 266 citations

Engineering, Grey Model, Systems Engineering +2

Improving Electric Energy Consumption Prediction Using CNN and Bi-LSTM

Tuong Le, Minh Thanh Vo, Bay Vo et al. · Applied Sciences · 2019 · 256 citations · Full text

Energy Consumption, Electrical Engineering, Convolutional Neural Network +14

Using a novel multi-variable grey model to forecast the electricity consumption of Shandong Province in China

Lifeng Wu, Xiaohui Gao, Yanli Xiao et al. · Energy · 2018 · 225 citations

Forecasting Methodology, Energy Modeling, Engineering +11