Transformer–Gate Recurrent Unit-Based Hourly Purified Natural Gas Prediction Algorithm - Su, Chang; Huang, Jingcai; Dong, Shasha; He, Yuqi; Li, Ji; Hu, Luyao; Liu, Xiao; Liao, Yong (Processes, 2025)
Keywords: Accuracy; Algorithms; Automation; Back propagation; Carbon dioxide; Carbon dioxide removal; Clean energy; Combustion; Computational linguistics; Data integration; Datasets; Electric transformers; Energy consumption; Energy sources; Environmental impact; Forecasting; Gas industry; Gases; Hydrocarbons; Impurities; Industrial development; International economic relations; Language processing; Machine learning; Natural gas; Natural language interfaces; Natural language processing; Neural networks; Nitrogen oxide; Nitrogen oxides; Prediction models; Predictions; Raw materials; Recurrent neural networks; Sulfur compounds; Sulfur dioxide; Sustainable development; Time series; Trends; New York; United States; China