FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4322630129> ?p ?o ?g. }

• W4322630129 endingPage "2321" @default.
• W4322630129 startingPage "2321" @default.
• W4322630129 abstract "Natural gas is often said to be the most environmentally friendly fossil fuel. Its usage has increased significantly in recent years. Meanwhile, accurate forecasting of natural gas spot prices has become critical to energy management, economic growth, and environmental protection. This work offers a novel model based on the temporal convolutional network (TCN) and dynamic learning rate for predicting natural gas spot prices over the following two weekdays. The residual block structure of TCN provides good prediction accuracy, and the dilated causal convolutions minimize the amount of computation. The dynamic learning rate setting was adopted to enhance the model’s prediction accuracy and robustness. Compared with three existing models, i.e., the one-dimensional convolutional neural network (1D-CNN), gate recurrent unit (GRU), and long short-term memory (LSTM), the proposed model can achieve better performance over other models with mean absolute percentage error (MAPE), mean absolute error (MAE), and root mean squared error (RMSE) scores of 4.965%, 0.216, and 0.687, respectively. These attractive advantages make the proposed model a promising candidate for long-term stability in natural gas spot price forecasting." @default.
• W4322630129 created "2023-03-01" @default.
• W4322630129 creator A5025093222 @default.
• W4322630129 creator A5057482297 @default.
• W4322630129 creator A5064621178 @default.
• W4322630129 creator A5089618571 @default.
• W4322630129 date "2023-02-28" @default.
• W4322630129 modified "2023-10-16" @default.
• W4322630129 title "A Novel Model for Spot Price Forecast of Natural Gas Based on Temporal Convolutional Network" @default.
• W4322630129 cites W1964979208 @default.
• W4322630129 cites W1991488986 @default.
• W4322630129 cites W2055194861 @default.
• W4322630129 cites W2112796928 @default.
• W4322630129 cites W2147800946 @default.
• W4322630129 cites W2194775991 @default.
• W4322630129 cites W2556345765 @default.
• W4322630129 cites W2618530766 @default.
• W4322630129 cites W2753249047 @default.
• W4322630129 cites W2883197540 @default.
• W4322630129 cites W2885195348 @default.
• W4322630129 cites W2890983154 @default.
• W4322630129 cites W2893370605 @default.
• W4322630129 cites W2924749691 @default.
• W4322630129 cites W2942779732 @default.
• W4322630129 cites W2943991646 @default.
• W4322630129 cites W2966035953 @default.
• W4322630129 cites W2985996869 @default.
• W4322630129 cites W2998835447 @default.
• W4322630129 cites W3015171369 @default.
• W4322630129 cites W3031552882 @default.
• W4322630129 cites W3037398653 @default.
• W4322630129 cites W3048068713 @default.
• W4322630129 cites W3086718919 @default.
• W4322630129 cites W3099433164 @default.
• W4322630129 cites W3109134392 @default.
• W4322630129 cites W3126402456 @default.
• W4322630129 cites W3128488825 @default.
• W4322630129 cites W3170517273 @default.
• W4322630129 cites W3201208931 @default.
• W4322630129 cites W4220957150 @default.
• W4322630129 doi "https://doi.org/10.3390/en16052321" @default.
• W4322630129 hasPublicationYear "2023" @default.
• W4322630129 type Work @default.
• W4322630129 citedByCount "5" @default.
• W4322630129 countsByYear W43226301292023 @default.
• W4322630129 crossrefType "journal-article" @default.
• W4322630129 hasAuthorship W4322630129A5025093222 @default.
• W4322630129 hasAuthorship W4322630129A5057482297 @default.
• W4322630129 hasAuthorship W4322630129A5064621178 @default.
• W4322630129 hasAuthorship W4322630129A5089618571 @default.
• W4322630129 hasBestOaLocation W43226301291 @default.
• W4322630129 hasConcept C104317684 @default.
• W4322630129 hasConcept C105795698 @default.
• W4322630129 hasConcept C11413529 @default.
• W4322630129 hasConcept C127413603 @default.
• W4322630129 hasConcept C139945424 @default.
• W4322630129 hasConcept C150217764 @default.
• W4322630129 hasConcept C154945302 @default.
• W4322630129 hasConcept C155512373 @default.
• W4322630129 hasConcept C185592680 @default.
• W4322630129 hasConcept C188154048 @default.
• W4322630129 hasConcept C33923547 @default.
• W4322630129 hasConcept C41008148 @default.
• W4322630129 hasConcept C45374587 @default.
• W4322630129 hasConcept C50644808 @default.
• W4322630129 hasConcept C548081761 @default.
• W4322630129 hasConcept C55493867 @default.
• W4322630129 hasConcept C59427239 @default.
• W4322630129 hasConcept C63479239 @default.
• W4322630129 hasConcept C81363708 @default.
• W4322630129 hasConceptScore W4322630129C104317684 @default.
• W4322630129 hasConceptScore W4322630129C105795698 @default.
• W4322630129 hasConceptScore W4322630129C11413529 @default.
• W4322630129 hasConceptScore W4322630129C127413603 @default.
• W4322630129 hasConceptScore W4322630129C139945424 @default.
• W4322630129 hasConceptScore W4322630129C150217764 @default.
• W4322630129 hasConceptScore W4322630129C154945302 @default.
• W4322630129 hasConceptScore W4322630129C155512373 @default.
• W4322630129 hasConceptScore W4322630129C185592680 @default.
• W4322630129 hasConceptScore W4322630129C188154048 @default.
• W4322630129 hasConceptScore W4322630129C33923547 @default.
• W4322630129 hasConceptScore W4322630129C41008148 @default.
• W4322630129 hasConceptScore W4322630129C45374587 @default.
• W4322630129 hasConceptScore W4322630129C50644808 @default.
• W4322630129 hasConceptScore W4322630129C548081761 @default.
• W4322630129 hasConceptScore W4322630129C55493867 @default.
• W4322630129 hasConceptScore W4322630129C59427239 @default.
• W4322630129 hasConceptScore W4322630129C63479239 @default.
• W4322630129 hasConceptScore W4322630129C81363708 @default.
• W4322630129 hasIssue "5" @default.
• W4322630129 hasLocation W43226301291 @default.
• W4322630129 hasOpenAccess W4322630129 @default.
• W4322630129 hasPrimaryLocation W43226301291 @default.
• W4322630129 hasRelatedWork W1976049721 @default.
• W4322630129 hasRelatedWork W2054018552 @default.
• W4322630129 hasRelatedWork W2188032833 @default.
• W4322630129 hasRelatedWork W2550089990 @default.
• W4322630129 hasRelatedWork W2625413331 @default.

• next