Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367396578> ?p ?o ?g. }
- W4367396578 endingPage "112942" @default.
- W4367396578 startingPage "112942" @default.
- W4367396578 abstract "To accurately and reliably perceive the strength parameters of rock mass, a perception method based on the combination of multi-feature fusion of vibration response while drilling and BP neural network is proposed. Firstly, the feasibility of using vibration response while drilling to reverse rock mass strength parameters is discussed by the Ls-Dyna. Afterwards, the concept of the window function is introduced, and the hybrid domain features of different sequences are extracted. The experimental results show that the fluctuation degree of the vibration signal is positively correlated with the strength of rock mass. Also, the kernel principal component analysis is used to extract the principal component with a cumulative contribution ratio greater than 85% to construct the fusion feature vector. Finally, the fusion feature vector was input into the BP neural network optimized by the Bat algorithm to identify the rock mass strength. The results show that the perception accuracy is 93.75%. Compared with other input features, the accuracy of perception through multi-feature fusion is at least 3.125% higher." @default.
- W4367396578 created "2023-04-30" @default.
- W4367396578 creator A5006000391 @default.
- W4367396578 creator A5010575603 @default.
- W4367396578 creator A5013977085 @default.
- W4367396578 date "2023-07-01" @default.
- W4367396578 modified "2023-09-23" @default.
- W4367396578 title "Research on rock mass strength parameter perception based on multi-feature fusion of vibration response while drilling" @default.
- W4367396578 cites W2411149632 @default.
- W4367396578 cites W2519686997 @default.
- W4367396578 cites W2531545280 @default.
- W4367396578 cites W2793057575 @default.
- W4367396578 cites W2810735839 @default.
- W4367396578 cites W2898748657 @default.
- W4367396578 cites W2901549289 @default.
- W4367396578 cites W2945126363 @default.
- W4367396578 cites W2977033081 @default.
- W4367396578 cites W2979567825 @default.
- W4367396578 cites W2982911114 @default.
- W4367396578 cites W2984562195 @default.
- W4367396578 cites W3005942841 @default.
- W4367396578 cites W3037568594 @default.
- W4367396578 cites W3081245111 @default.
- W4367396578 cites W3161405169 @default.
- W4367396578 cites W3165355909 @default.
- W4367396578 cites W3189194177 @default.
- W4367396578 cites W3205550991 @default.
- W4367396578 cites W3208469975 @default.
- W4367396578 cites W3209363952 @default.
- W4367396578 cites W3216056447 @default.
- W4367396578 cites W4200549746 @default.
- W4367396578 cites W4205169752 @default.
- W4367396578 cites W4205244996 @default.
- W4367396578 cites W4286457045 @default.
- W4367396578 cites W4288032904 @default.
- W4367396578 cites W4297405241 @default.
- W4367396578 cites W4306740400 @default.
- W4367396578 cites W4308275626 @default.
- W4367396578 cites W4313908057 @default.
- W4367396578 doi "https://doi.org/10.1016/j.measurement.2023.112942" @default.
- W4367396578 hasPublicationYear "2023" @default.
- W4367396578 type Work @default.
- W4367396578 citedByCount "0" @default.
- W4367396578 crossrefType "journal-article" @default.
- W4367396578 hasAuthorship W4367396578A5006000391 @default.
- W4367396578 hasAuthorship W4367396578A5010575603 @default.
- W4367396578 hasAuthorship W4367396578A5013977085 @default.
- W4367396578 hasConcept C114614502 @default.
- W4367396578 hasConcept C121332964 @default.
- W4367396578 hasConcept C12267149 @default.
- W4367396578 hasConcept C127413603 @default.
- W4367396578 hasConcept C138885662 @default.
- W4367396578 hasConcept C153180895 @default.
- W4367396578 hasConcept C154945302 @default.
- W4367396578 hasConcept C158525013 @default.
- W4367396578 hasConcept C187320778 @default.
- W4367396578 hasConcept C198394728 @default.
- W4367396578 hasConcept C24890656 @default.
- W4367396578 hasConcept C27438332 @default.
- W4367396578 hasConcept C2776401178 @default.
- W4367396578 hasConcept C33923547 @default.
- W4367396578 hasConcept C41008148 @default.
- W4367396578 hasConcept C41242791 @default.
- W4367396578 hasConcept C41895202 @default.
- W4367396578 hasConcept C50644808 @default.
- W4367396578 hasConcept C74193536 @default.
- W4367396578 hasConcept C83665646 @default.
- W4367396578 hasConceptScore W4367396578C114614502 @default.
- W4367396578 hasConceptScore W4367396578C121332964 @default.
- W4367396578 hasConceptScore W4367396578C12267149 @default.
- W4367396578 hasConceptScore W4367396578C127413603 @default.
- W4367396578 hasConceptScore W4367396578C138885662 @default.
- W4367396578 hasConceptScore W4367396578C153180895 @default.
- W4367396578 hasConceptScore W4367396578C154945302 @default.
- W4367396578 hasConceptScore W4367396578C158525013 @default.
- W4367396578 hasConceptScore W4367396578C187320778 @default.
- W4367396578 hasConceptScore W4367396578C198394728 @default.
- W4367396578 hasConceptScore W4367396578C24890656 @default.
- W4367396578 hasConceptScore W4367396578C27438332 @default.
- W4367396578 hasConceptScore W4367396578C2776401178 @default.
- W4367396578 hasConceptScore W4367396578C33923547 @default.
- W4367396578 hasConceptScore W4367396578C41008148 @default.
- W4367396578 hasConceptScore W4367396578C41242791 @default.
- W4367396578 hasConceptScore W4367396578C41895202 @default.
- W4367396578 hasConceptScore W4367396578C50644808 @default.
- W4367396578 hasConceptScore W4367396578C74193536 @default.
- W4367396578 hasConceptScore W4367396578C83665646 @default.
- W4367396578 hasFunder F4320321525 @default.
- W4367396578 hasLocation W43673965781 @default.
- W4367396578 hasOpenAccess W4367396578 @default.
- W4367396578 hasPrimaryLocation W43673965781 @default.
- W4367396578 hasRelatedWork W1579270119 @default.
- W4367396578 hasRelatedWork W2008326590 @default.
- W4367396578 hasRelatedWork W2029718921 @default.
- W4367396578 hasRelatedWork W2120337110 @default.
- W4367396578 hasRelatedWork W2358824780 @default.
- W4367396578 hasRelatedWork W2378448154 @default.
- W4367396578 hasRelatedWork W2380927352 @default.