Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384788336> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4384788336 endingPage "1299" @default.
- W4384788336 startingPage "1293" @default.
- W4384788336 abstract "Natural gas is stored as Liquefied Natural Gas (LNG) under cryogenic conditions in a storage tank. The tank is highly insulated; nevertheless, there is heat ingress from the surrounding, causing the generation of boil-off-gas (BOG). BOG generation over-pressurizes the tank and can lead to tank failure, so proper BOG management is critical to plant safety. This paper seeks to develop a data-driven model for a real industrial LNG terminal. Modeling was performed on historical real-time LNG data using different machine learning algorithms - Linear regression, Random Forest, and XGBoost. The performance of algorithms is analyzed based on R2, Mean-Absolute-Error (MAE %), and Root-mean-square error (RMSE %) values. The critical input features are calculated based on the Shapley additive explanation method (SHAP value); less important features were removed to decrease the model complexity. Our studies show that Random Forest outperforms the other two algorithms in terms of accuracy. The developed model can help plant operators make decisions quickly with better confidence." @default.
- W4384788336 created "2023-07-20" @default.
- W4384788336 creator A5024493641 @default.
- W4384788336 creator A5024616528 @default.
- W4384788336 creator A5045849005 @default.
- W4384788336 date "2023-01-01" @default.
- W4384788336 modified "2023-09-27" @default.
- W4384788336 title "Data-driven modeling to predict the rate of Boil-off Gas (BOG) generation in an industrial LNG storage tank" @default.
- W4384788336 cites W2006186441 @default.
- W4384788336 cites W2064295548 @default.
- W4384788336 cites W3044319735 @default.
- W4384788336 doi "https://doi.org/10.1016/b978-0-443-15274-0.50206-7" @default.
- W4384788336 hasPublicationYear "2023" @default.
- W4384788336 type Work @default.
- W4384788336 citedByCount "0" @default.
- W4384788336 crossrefType "book-chapter" @default.
- W4384788336 hasAuthorship W4384788336A5024493641 @default.
- W4384788336 hasAuthorship W4384788336A5024616528 @default.
- W4384788336 hasAuthorship W4384788336A5045849005 @default.
- W4384788336 hasConcept C105795698 @default.
- W4384788336 hasConcept C122284674 @default.
- W4384788336 hasConcept C127413603 @default.
- W4384788336 hasConcept C139945424 @default.
- W4384788336 hasConcept C14034172 @default.
- W4384788336 hasConcept C16629374 @default.
- W4384788336 hasConcept C166957645 @default.
- W4384788336 hasConcept C205649164 @default.
- W4384788336 hasConcept C21880701 @default.
- W4384788336 hasConcept C33923547 @default.
- W4384788336 hasConcept C39432304 @default.
- W4384788336 hasConcept C53657456 @default.
- W4384788336 hasConcept C548081761 @default.
- W4384788336 hasConcept C59427239 @default.
- W4384788336 hasConcept C78762247 @default.
- W4384788336 hasConceptScore W4384788336C105795698 @default.
- W4384788336 hasConceptScore W4384788336C122284674 @default.
- W4384788336 hasConceptScore W4384788336C127413603 @default.
- W4384788336 hasConceptScore W4384788336C139945424 @default.
- W4384788336 hasConceptScore W4384788336C14034172 @default.
- W4384788336 hasConceptScore W4384788336C16629374 @default.
- W4384788336 hasConceptScore W4384788336C166957645 @default.
- W4384788336 hasConceptScore W4384788336C205649164 @default.
- W4384788336 hasConceptScore W4384788336C21880701 @default.
- W4384788336 hasConceptScore W4384788336C33923547 @default.
- W4384788336 hasConceptScore W4384788336C39432304 @default.
- W4384788336 hasConceptScore W4384788336C53657456 @default.
- W4384788336 hasConceptScore W4384788336C548081761 @default.
- W4384788336 hasConceptScore W4384788336C59427239 @default.
- W4384788336 hasConceptScore W4384788336C78762247 @default.
- W4384788336 hasFunder F4320322211 @default.
- W4384788336 hasFunder F4320322724 @default.
- W4384788336 hasLocation W43847883361 @default.
- W4384788336 hasOpenAccess W4384788336 @default.
- W4384788336 hasPrimaryLocation W43847883361 @default.
- W4384788336 hasRelatedWork W2124105665 @default.
- W4384788336 hasRelatedWork W2364459051 @default.
- W4384788336 hasRelatedWork W2366500711 @default.
- W4384788336 hasRelatedWork W2387459177 @default.
- W4384788336 hasRelatedWork W2393263024 @default.
- W4384788336 hasRelatedWork W2393638216 @default.
- W4384788336 hasRelatedWork W2626245366 @default.
- W4384788336 hasRelatedWork W3015497893 @default.
- W4384788336 hasRelatedWork W4206221856 @default.
- W4384788336 hasRelatedWork W97632073 @default.
- W4384788336 isParatext "false" @default.
- W4384788336 isRetracted "false" @default.
- W4384788336 workType "book-chapter" @default.