FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3017442016> ?p ?o ?g. }

• W3017442016 endingPage "519" @default.
• W3017442016 startingPage "519" @default.
• W3017442016 abstract "To predict the natural gas hydrate formation conditions quickly and accurately, a novel hybrid genetic algorithm–support vector machine (GA-SVM) model was developed. The input variables of the model are the relative molecular weight of the natural gas (M) and the hydrate formation pressure (P). The output variable is the hydrate formation temperature (T). Among 10 gas samples, 457 of 688 data points were used for training to identify the optimal support vector machine (SVM) model structure. The remaining 231 data points were used to evaluate the generalisation capability of the best trained SVM model. Comparisons with nine other models and analysis of the outlier detection revealed that the GA-SVM model had the smallest average absolute relative deviation (0.04%). Additionally, the proposed GA-SVM model had the smallest amount of outlier data and the best stability in predicting the gas hydrate formation conditions in the gas relative molecular weight range of 15.64–28.97 g/mol and the natural gas pressure range of 367.65–33,948.90 kPa. The present study provides a new approach for accurately predicting the gas hydrate formation conditions." @default.
• W3017442016 created "2020-05-01" @default.
• W3017442016 creator A5003753200 @default.
• W3017442016 creator A5053062684 @default.
• W3017442016 creator A5056771555 @default.
• W3017442016 creator A5091275779 @default.
• W3017442016 date "2020-04-27" @default.
• W3017442016 modified "2023-10-14" @default.
• W3017442016 title "Integrating Support Vector Regression with Genetic Algorithm for Hydrate Formation Condition Prediction" @default.
• W3017442016 cites W1965097275 @default.
• W3017442016 cites W1974352621 @default.
• W3017442016 cites W1976798670 @default.
• W3017442016 cites W1990069272 @default.
• W3017442016 cites W1992509050 @default.
• W3017442016 cites W2008238389 @default.
• W3017442016 cites W2028544784 @default.
• W3017442016 cites W2047464228 @default.
• W3017442016 cites W2049667972 @default.
• W3017442016 cites W2056188184 @default.
• W3017442016 cites W2064401193 @default.
• W3017442016 cites W2064442080 @default.
• W3017442016 cites W2069287062 @default.
• W3017442016 cites W2073817142 @default.
• W3017442016 cites W2076644517 @default.
• W3017442016 cites W2139212933 @default.
• W3017442016 cites W2196498781 @default.
• W3017442016 cites W2283118744 @default.
• W3017442016 cites W2411017694 @default.
• W3017442016 cites W2472918149 @default.
• W3017442016 cites W2520232426 @default.
• W3017442016 cites W2521254122 @default.
• W3017442016 cites W2887474410 @default.
• W3017442016 doi "https://doi.org/10.3390/pr8050519" @default.
• W3017442016 hasPublicationYear "2020" @default.
• W3017442016 type Work @default.
• W3017442016 sameAs 3017442016 @default.
• W3017442016 citedByCount "8" @default.
• W3017442016 countsByYear W30174420162020 @default.
• W3017442016 countsByYear W30174420162021 @default.
• W3017442016 countsByYear W30174420162022 @default.
• W3017442016 countsByYear W30174420162023 @default.
• W3017442016 crossrefType "journal-article" @default.
• W3017442016 hasAuthorship W3017442016A5003753200 @default.
• W3017442016 hasAuthorship W3017442016A5053062684 @default.
• W3017442016 hasAuthorship W3017442016A5056771555 @default.
• W3017442016 hasAuthorship W3017442016A5091275779 @default.
• W3017442016 hasBestOaLocation W30174420161 @default.
• W3017442016 hasConcept C100402318 @default.
• W3017442016 hasConcept C11413529 @default.
• W3017442016 hasConcept C119857082 @default.
• W3017442016 hasConcept C12267149 @default.
• W3017442016 hasConcept C124101348 @default.
• W3017442016 hasConcept C154945302 @default.
• W3017442016 hasConcept C159985019 @default.
• W3017442016 hasConcept C178790620 @default.
• W3017442016 hasConcept C185592680 @default.
• W3017442016 hasConcept C192562407 @default.
• W3017442016 hasConcept C204323151 @default.
• W3017442016 hasConcept C2781060337 @default.
• W3017442016 hasConcept C33923547 @default.
• W3017442016 hasConcept C41008148 @default.
• W3017442016 hasConcept C59427239 @default.
• W3017442016 hasConcept C79337645 @default.
• W3017442016 hasConcept C8880873 @default.
• W3017442016 hasConceptScore W3017442016C100402318 @default.
• W3017442016 hasConceptScore W3017442016C11413529 @default.
• W3017442016 hasConceptScore W3017442016C119857082 @default.
• W3017442016 hasConceptScore W3017442016C12267149 @default.
• W3017442016 hasConceptScore W3017442016C124101348 @default.
• W3017442016 hasConceptScore W3017442016C154945302 @default.
• W3017442016 hasConceptScore W3017442016C159985019 @default.
• W3017442016 hasConceptScore W3017442016C178790620 @default.
• W3017442016 hasConceptScore W3017442016C185592680 @default.
• W3017442016 hasConceptScore W3017442016C192562407 @default.
• W3017442016 hasConceptScore W3017442016C204323151 @default.
• W3017442016 hasConceptScore W3017442016C2781060337 @default.
• W3017442016 hasConceptScore W3017442016C33923547 @default.
• W3017442016 hasConceptScore W3017442016C41008148 @default.
• W3017442016 hasConceptScore W3017442016C59427239 @default.
• W3017442016 hasConceptScore W3017442016C79337645 @default.
• W3017442016 hasConceptScore W3017442016C8880873 @default.
• W3017442016 hasIssue "5" @default.
• W3017442016 hasLocation W30174420161 @default.
• W3017442016 hasLocation W30174420162 @default.
• W3017442016 hasLocation W30174420163 @default.
• W3017442016 hasOpenAccess W3017442016 @default.
• W3017442016 hasPrimaryLocation W30174420161 @default.
• W3017442016 hasRelatedWork W1980827802 @default.
• W3017442016 hasRelatedWork W2071165546 @default.
• W3017442016 hasRelatedWork W2112379540 @default.
• W3017442016 hasRelatedWork W2280185362 @default.
• W3017442016 hasRelatedWork W2357777342 @default.
• W3017442016 hasRelatedWork W2381852199 @default.
• W3017442016 hasRelatedWork W4285261638 @default.
• W3017442016 hasRelatedWork W4288353558 @default.
• W3017442016 hasRelatedWork W4290952071 @default.
• W3017442016 hasRelatedWork W2169119785 @default.
• W3017442016 hasVolume "8" @default.

• next