Matches in SemOpenAlex for { <https://semopenalex.org/work/W3106852676> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W3106852676 endingPage "8" @default.
- W3106852676 startingPage "1" @default.
- W3106852676 abstract "The extreme learning machine (ELM) algorithm optimized by genetic algorithm (GA) was used to quickly predict the low-temperature rheological properties of styrenic block copolymer (SBS) modified asphalt through the properties of the raw materials. In this work, one hundred groups of survey data and test data were collected and analyzed. Fourteen vital raw material parameters, such as chemical composition indexes of matrix asphalt and technical indexes of SBS modifier, were selected as the input parameter. The stiffness modulus and m-value of SBS modified asphalt were taken as the output parameter. Then, the GA-ELM prediction model of low-temperature rheological properties was established. According to comparison and analysis with other prediction models, the accuracy and output stability of the GA-ELM prediction model were verified. The results show that the GA-ELM model had obvious accuracy and efficiency. It can be used to predict the low-temperature rheological properties of SBS modified asphalt. Compared with the traditional prediction models, the error of the GA-ELM model was reduced by 68.97–81.48%." @default.
- W3106852676 created "2020-12-07" @default.
- W3106852676 creator A5010516895 @default.
- W3106852676 creator A5023628626 @default.
- W3106852676 creator A5068290128 @default.
- W3106852676 date "2020-12-02" @default.
- W3106852676 modified "2023-10-15" @default.
- W3106852676 title "Prediction of Low-Temperature Rheological Properties of SBS Modified Asphalt" @default.
- W3106852676 cites W1921445669 @default.
- W3106852676 cites W2152774285 @default.
- W3106852676 cites W2319883728 @default.
- W3106852676 cites W2799944220 @default.
- W3106852676 cites W2889417596 @default.
- W3106852676 cites W2943430882 @default.
- W3106852676 cites W2971891347 @default.
- W3106852676 cites W2980199428 @default.
- W3106852676 cites W2996108849 @default.
- W3106852676 cites W2997625568 @default.
- W3106852676 cites W3038010851 @default.
- W3106852676 cites W3047650208 @default.
- W3106852676 cites W3082295251 @default.
- W3106852676 cites W3084306494 @default.
- W3106852676 cites W3134346028 @default.
- W3106852676 doi "https://doi.org/10.1155/2020/8864766" @default.
- W3106852676 hasPublicationYear "2020" @default.
- W3106852676 type Work @default.
- W3106852676 sameAs 3106852676 @default.
- W3106852676 citedByCount "3" @default.
- W3106852676 countsByYear W31068526762021 @default.
- W3106852676 countsByYear W31068526762022 @default.
- W3106852676 crossrefType "journal-article" @default.
- W3106852676 hasAuthorship W3106852676A5010516895 @default.
- W3106852676 hasAuthorship W3106852676A5023628626 @default.
- W3106852676 hasAuthorship W3106852676A5068290128 @default.
- W3106852676 hasBestOaLocation W31068526761 @default.
- W3106852676 hasConcept C105795698 @default.
- W3106852676 hasConcept C11413529 @default.
- W3106852676 hasConcept C119857082 @default.
- W3106852676 hasConcept C159985019 @default.
- W3106852676 hasConcept C168056786 @default.
- W3106852676 hasConcept C178790620 @default.
- W3106852676 hasConcept C185592680 @default.
- W3106852676 hasConcept C192562407 @default.
- W3106852676 hasConcept C193867417 @default.
- W3106852676 hasConcept C200990466 @default.
- W3106852676 hasConcept C206139338 @default.
- W3106852676 hasConcept C2779372316 @default.
- W3106852676 hasConcept C2780150128 @default.
- W3106852676 hasConcept C33923547 @default.
- W3106852676 hasConcept C41008148 @default.
- W3106852676 hasConcept C50644808 @default.
- W3106852676 hasConcept C55037315 @default.
- W3106852676 hasConceptScore W3106852676C105795698 @default.
- W3106852676 hasConceptScore W3106852676C11413529 @default.
- W3106852676 hasConceptScore W3106852676C119857082 @default.
- W3106852676 hasConceptScore W3106852676C159985019 @default.
- W3106852676 hasConceptScore W3106852676C168056786 @default.
- W3106852676 hasConceptScore W3106852676C178790620 @default.
- W3106852676 hasConceptScore W3106852676C185592680 @default.
- W3106852676 hasConceptScore W3106852676C192562407 @default.
- W3106852676 hasConceptScore W3106852676C193867417 @default.
- W3106852676 hasConceptScore W3106852676C200990466 @default.
- W3106852676 hasConceptScore W3106852676C206139338 @default.
- W3106852676 hasConceptScore W3106852676C2779372316 @default.
- W3106852676 hasConceptScore W3106852676C2780150128 @default.
- W3106852676 hasConceptScore W3106852676C33923547 @default.
- W3106852676 hasConceptScore W3106852676C41008148 @default.
- W3106852676 hasConceptScore W3106852676C50644808 @default.
- W3106852676 hasConceptScore W3106852676C55037315 @default.
- W3106852676 hasFunder F4320311028 @default.
- W3106852676 hasLocation W31068526761 @default.
- W3106852676 hasLocation W31068526762 @default.
- W3106852676 hasOpenAccess W3106852676 @default.
- W3106852676 hasPrimaryLocation W31068526761 @default.
- W3106852676 hasRelatedWork W2054436285 @default.
- W3106852676 hasRelatedWork W2063778609 @default.
- W3106852676 hasRelatedWork W2078620962 @default.
- W3106852676 hasRelatedWork W2080785017 @default.
- W3106852676 hasRelatedWork W2117662298 @default.
- W3106852676 hasRelatedWork W2353129984 @default.
- W3106852676 hasRelatedWork W2382389563 @default.
- W3106852676 hasRelatedWork W3106852676 @default.
- W3106852676 hasRelatedWork W3208080426 @default.
- W3106852676 hasRelatedWork W4221021377 @default.
- W3106852676 hasVolume "2020" @default.
- W3106852676 isParatext "false" @default.
- W3106852676 isRetracted "false" @default.
- W3106852676 magId "3106852676" @default.
- W3106852676 workType "article" @default.