Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200304760> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W4200304760 endingPage "108212" @default.
- W4200304760 startingPage "108212" @default.
- W4200304760 abstract "In this paper, a novel ensemble model of one-dimensional convolution neural network (1DCNN) and support vector machine (SVM) is proposed to improve the detection accuracy in the process of pipeline leakage detection. Firstly, 1DCNN is constructed by experiments on different network structures and parameters, and it is used to extract data features adaptively. Then, an improved particle swarm optimization (PSO) algorithm is put forward, called variable amplitude PSO (VAPSO), with the adjustment strategy of parameter variable amplitude vibration to optimize the parameter combination in SVM and decrease the risk of trapping into local optimum in the training process. Finally, the data features extracted adaptively from the network are input into the improved VAPSO-SVM to classify. It is demonstrated by the experimental results that, compared with the existing models, the developed ensemble model has the capacity to extract the features of pipeline data more quickly and accurately with effective improvement in the classification accuracy, and has better robustness in the process of pipeline leakage detection. • The deep learning method is used to extract features adaptively. • Improve PSO algorithm with adjusting parameter variable amplitude vibration (VAPSO). • The proposed VAPSO algorithm is used to optimize the parameters of SVM. • The ensemble 1DCNN-VAPSO-SVM model is proposed. • Input features extracted from 1DCNN into improved SVM for pipeline leakage detection." @default.
- W4200304760 created "2021-12-31" @default.
- W4200304760 creator A5000829246 @default.
- W4200304760 creator A5014423415 @default.
- W4200304760 creator A5022255518 @default.
- W4200304760 creator A5079785074 @default.
- W4200304760 date "2022-01-01" @default.
- W4200304760 modified "2023-10-03" @default.
- W4200304760 title "Novel leakage detection by ensemble 1DCNN-VAPSO-SVM in oil and gas pipeline systems" @default.
- W4200304760 cites W1577668191 @default.
- W4200304760 cites W1820051232 @default.
- W4200304760 cites W1977481208 @default.
- W4200304760 cites W1996794844 @default.
- W4200304760 cites W1998308063 @default.
- W4200304760 cites W2044094718 @default.
- W4200304760 cites W2061116808 @default.
- W4200304760 cites W2076063813 @default.
- W4200304760 cites W2090727353 @default.
- W4200304760 cites W2093038501 @default.
- W4200304760 cites W2108388069 @default.
- W4200304760 cites W2112739286 @default.
- W4200304760 cites W2152195021 @default.
- W4200304760 cites W2157107726 @default.
- W4200304760 cites W2158994553 @default.
- W4200304760 cites W2165299997 @default.
- W4200304760 cites W2166336185 @default.
- W4200304760 cites W2575383127 @default.
- W4200304760 cites W2598391117 @default.
- W4200304760 cites W2618530766 @default.
- W4200304760 cites W2767031373 @default.
- W4200304760 cites W2791425499 @default.
- W4200304760 cites W2942441318 @default.
- W4200304760 cites W2977746463 @default.
- W4200304760 cites W3021781416 @default.
- W4200304760 cites W3025959650 @default.
- W4200304760 cites W4239510810 @default.
- W4200304760 cites W652891905 @default.
- W4200304760 doi "https://doi.org/10.1016/j.asoc.2021.108212" @default.
- W4200304760 hasPublicationYear "2022" @default.
- W4200304760 type Work @default.
- W4200304760 citedByCount "27" @default.
- W4200304760 countsByYear W42003047602022 @default.
- W4200304760 countsByYear W42003047602023 @default.
- W4200304760 crossrefType "journal-article" @default.
- W4200304760 hasAuthorship W4200304760A5000829246 @default.
- W4200304760 hasAuthorship W4200304760A5014423415 @default.
- W4200304760 hasAuthorship W4200304760A5022255518 @default.
- W4200304760 hasAuthorship W4200304760A5079785074 @default.
- W4200304760 hasConcept C104317684 @default.
- W4200304760 hasConcept C11413529 @default.
- W4200304760 hasConcept C12267149 @default.
- W4200304760 hasConcept C127413603 @default.
- W4200304760 hasConcept C153180895 @default.
- W4200304760 hasConcept C154945302 @default.
- W4200304760 hasConcept C175309249 @default.
- W4200304760 hasConcept C185592680 @default.
- W4200304760 hasConcept C41008148 @default.
- W4200304760 hasConcept C55493867 @default.
- W4200304760 hasConcept C63479239 @default.
- W4200304760 hasConcept C85617194 @default.
- W4200304760 hasConcept C87717796 @default.
- W4200304760 hasConceptScore W4200304760C104317684 @default.
- W4200304760 hasConceptScore W4200304760C11413529 @default.
- W4200304760 hasConceptScore W4200304760C12267149 @default.
- W4200304760 hasConceptScore W4200304760C127413603 @default.
- W4200304760 hasConceptScore W4200304760C153180895 @default.
- W4200304760 hasConceptScore W4200304760C154945302 @default.
- W4200304760 hasConceptScore W4200304760C175309249 @default.
- W4200304760 hasConceptScore W4200304760C185592680 @default.
- W4200304760 hasConceptScore W4200304760C41008148 @default.
- W4200304760 hasConceptScore W4200304760C55493867 @default.
- W4200304760 hasConceptScore W4200304760C63479239 @default.
- W4200304760 hasConceptScore W4200304760C85617194 @default.
- W4200304760 hasConceptScore W4200304760C87717796 @default.
- W4200304760 hasLocation W42003047601 @default.
- W4200304760 hasOpenAccess W4200304760 @default.
- W4200304760 hasPrimaryLocation W42003047601 @default.
- W4200304760 hasRelatedWork W2041399278 @default.
- W4200304760 hasRelatedWork W2099369243 @default.
- W4200304760 hasRelatedWork W2136184105 @default.
- W4200304760 hasRelatedWork W2141705618 @default.
- W4200304760 hasRelatedWork W2153189372 @default.
- W4200304760 hasRelatedWork W2163073107 @default.
- W4200304760 hasRelatedWork W3174451172 @default.
- W4200304760 hasRelatedWork W4223656335 @default.
- W4200304760 hasRelatedWork W2187500075 @default.
- W4200304760 hasRelatedWork W2345184372 @default.
- W4200304760 hasVolume "115" @default.
- W4200304760 isParatext "false" @default.
- W4200304760 isRetracted "false" @default.
- W4200304760 workType "article" @default.