An enhancement method based on long short-term memory neural network for short-term natural gas consumption forecasting

HIGHLIGHTS

• who: Jinyuan Liu and colleagues from the College of Petroleum Engineering, Southwest Petroleum University, Chengdu, China have published the Article: An Enhancement Method Based on Long Short-Term Memory Neural Network for Short-Term Natural Gas Consumption Forecasting, in the Journal: Energies 2023, 16, 1295. of 31/Dec/2021
• what: Motivated by the above analysis, the aim of this paper is to provide an effective feature extraction method that can extract temporal and spatial characteristics for the input of LSTM and solve the problem that the hidden vectors of LSTM share the same weight. To . . .
  

   

  

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