Comparison of predicted vs. actual natural gas production (November 29–December 25, 2023), accurately reflecting the production trend driven by increased winter heating demand.

Comparison of predicted vs. actual natural gas production (November 29–December 25, 2023), accurately reflecting the production trend driven by increased winter heating demand.

<p>Comparison of predicted vs. actual natural gas production (November 29–December 25, 2023), accurately reflecting the production trend driven by increased winter heating demand.</p>

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Dong Wang (73290) (author)
مؤلفون آخرون: Jian Lian (19690960) (author), Chengjiang Li (11430895) (author), Yanlei Wang (235566) (author)
منشور في: 2025
الموضوعات:
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
reduced computational complexity
recurrent neural network
liquid level detection
feature engineering techniques
experimental results demonstrate
enhance model performance
efficient resource management
deep learning predictions
applying rigorous preprocessing
time series forecasting
capture temporal dependencies
bidirectional long short
natural gas production
term memory model
gas production
term memory
term dependencies
handle long
accurate forecasting
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study proposes
study contributes
strong candidate
sequential data
recent advancement
providing insights
operational planning
new dataset
innovative self
future research
energy sector
dataset comparing
critical parameters
comprehensive dataset
attention mechanism
art algorithms
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