Matches in SemOpenAlex for { <https://semopenalex.org/work/W2027384227> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W2027384227 endingPage "272" @default.
- W2027384227 startingPage "267" @default.
- W2027384227 abstract "Classification of surrounding rock is the cornerstone of tunnel design and construction. The traditional methods are mainly qualitative and manual and require extensive professional knowledge and engineering experience. To minimize the effect of the empirical judgment on the accuracy of surrounding rock classification, it is necessary to reduce human participation. An intelligent classification technique based on information technology and artificial intelligence could overcome these issues. In this regard, using 299 groups of drilling parameters collected automatically using intelligent drill jumbos in tunnels for the Zhengzhou–Wanzhou high-speed railway in China, an intelligent-classification surrounding-rock database is constructed in this study. Based on a machine learning algorithm, an intelligent classification model is then developed, which has an overall accuracy of 91.9%. Finally, using the core of the model, the intelligent classification system for the surrounding rock of drilled and blasted tunnels is integrated, and the system is carried by intelligent jumbos to perform automatic recording and transmission of drilling parameters and intelligent classification of the surrounding rock. This approach provides a foundation for the dynamic design and construction (both conventional and intelligent) of tunnels." @default.
- W2027384227 created "2016-06-24" @default.
- W2027384227 creator A5073109129 @default.
- W2027384227 creator A5076836065 @default.
- W2027384227 creator A5084459755 @default.
- W2027384227 date "2004-05-01" @default.
- W2027384227 modified "2023-10-16" @default.
- W2027384227 title "Forecasting the strata condition of a long road tunnel by using fuzzy synthetic judgment" @default.
- W2027384227 doi "https://doi.org/10.1016/j.ijrmms.2004.03.052" @default.
- W2027384227 hasPublicationYear "2004" @default.
- W2027384227 type Work @default.
- W2027384227 sameAs 2027384227 @default.
- W2027384227 citedByCount "5" @default.
- W2027384227 countsByYear W20273842272012 @default.
- W2027384227 countsByYear W20273842272019 @default.
- W2027384227 countsByYear W20273842272021 @default.
- W2027384227 countsByYear W20273842272023 @default.
- W2027384227 crossrefType "journal-article" @default.
- W2027384227 hasAuthorship W2027384227A5073109129 @default.
- W2027384227 hasAuthorship W2027384227A5076836065 @default.
- W2027384227 hasAuthorship W2027384227A5084459755 @default.
- W2027384227 hasConcept C127313418 @default.
- W2027384227 hasConcept C127413603 @default.
- W2027384227 hasConcept C151730666 @default.
- W2027384227 hasConcept C154945302 @default.
- W2027384227 hasConcept C173736775 @default.
- W2027384227 hasConcept C25197100 @default.
- W2027384227 hasConcept C41008148 @default.
- W2027384227 hasConcept C50644808 @default.
- W2027384227 hasConcept C56397880 @default.
- W2027384227 hasConcept C58166 @default.
- W2027384227 hasConcept C61563769 @default.
- W2027384227 hasConcept C78519656 @default.
- W2027384227 hasConceptScore W2027384227C127313418 @default.
- W2027384227 hasConceptScore W2027384227C127413603 @default.
- W2027384227 hasConceptScore W2027384227C151730666 @default.
- W2027384227 hasConceptScore W2027384227C154945302 @default.
- W2027384227 hasConceptScore W2027384227C173736775 @default.
- W2027384227 hasConceptScore W2027384227C25197100 @default.
- W2027384227 hasConceptScore W2027384227C41008148 @default.
- W2027384227 hasConceptScore W2027384227C50644808 @default.
- W2027384227 hasConceptScore W2027384227C56397880 @default.
- W2027384227 hasConceptScore W2027384227C58166 @default.
- W2027384227 hasConceptScore W2027384227C61563769 @default.
- W2027384227 hasConceptScore W2027384227C78519656 @default.
- W2027384227 hasLocation W20273842271 @default.
- W2027384227 hasOpenAccess W2027384227 @default.
- W2027384227 hasPrimaryLocation W20273842271 @default.
- W2027384227 hasRelatedWork W2000868330 @default.
- W2027384227 hasRelatedWork W2070073127 @default.
- W2027384227 hasRelatedWork W2355795323 @default.
- W2027384227 hasRelatedWork W2366259689 @default.
- W2027384227 hasRelatedWork W2383434491 @default.
- W2027384227 hasRelatedWork W2747852726 @default.
- W2027384227 hasRelatedWork W2914305898 @default.
- W2027384227 hasRelatedWork W2945734014 @default.
- W2027384227 hasRelatedWork W3002748439 @default.
- W2027384227 hasRelatedWork W4236170482 @default.
- W2027384227 hasVolume "41" @default.
- W2027384227 isParatext "false" @default.
- W2027384227 isRetracted "false" @default.
- W2027384227 magId "2027384227" @default.
- W2027384227 workType "article" @default.