Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386502455> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W4386502455 endingPage "186" @default.
- W4386502455 startingPage "179" @default.
- W4386502455 abstract "Gearbox is widely used in mechanical equipment and plays an important role in mechanical transmission. Therefore, it is necessary to detect and diagnose the fault of the gearbox in time. This paper needs to establish a fault detection model of the gearbox to detect whether the gearbox is in a fault state. Because the result can only be yes or no, the ridge regression model is first established. However, because the difference between the original sample data is not obvious, the accuracy of the obtained ridge regression model is low. Therefore, this study extracts the features of the data of the four parts, and defines five indicators: effective value, pulse index, skewness index, margin index and kurtosis index. The decision tree model is established with 70 % of the sample data. Firstly, the depth of the largest tree is set to 5. Secondly, the importance of the feature is determined according to the size of the Gini value, and the fault detection decision tree model is constructed. Finally, the model is tested with 30 % of the test data, and the accuracy is 91.17 %. The precision rate is 88.9 %, and the recall rate is 94.12 %. It is considered that the model is more reliable." @default.
- W4386502455 created "2023-09-08" @default.
- W4386502455 creator A5005496923 @default.
- W4386502455 creator A5009318195 @default.
- W4386502455 creator A5062821149 @default.
- W4386502455 creator A5067746325 @default.
- W4386502455 creator A5076138168 @default.
- W4386502455 date "2023-08-08" @default.
- W4386502455 modified "2023-10-03" @default.
- W4386502455 title "Research on gearbox fault detection model based on ridge regression and decision tree" @default.
- W4386502455 cites W4318953381 @default.
- W4386502455 cites W4323572134 @default.
- W4386502455 cites W4361026058 @default.
- W4386502455 cites W4364355916 @default.
- W4386502455 cites W4366401943 @default.
- W4386502455 cites W4366826152 @default.
- W4386502455 cites W4377716587 @default.
- W4386502455 doi "https://doi.org/10.54097/hset.v63i.10874" @default.
- W4386502455 hasPublicationYear "2023" @default.
- W4386502455 type Work @default.
- W4386502455 citedByCount "0" @default.
- W4386502455 crossrefType "journal-article" @default.
- W4386502455 hasAuthorship W4386502455A5005496923 @default.
- W4386502455 hasAuthorship W4386502455A5009318195 @default.
- W4386502455 hasAuthorship W4386502455A5062821149 @default.
- W4386502455 hasAuthorship W4386502455A5067746325 @default.
- W4386502455 hasAuthorship W4386502455A5076138168 @default.
- W4386502455 hasConcept C105795698 @default.
- W4386502455 hasConcept C122342681 @default.
- W4386502455 hasConcept C124101348 @default.
- W4386502455 hasConcept C127313418 @default.
- W4386502455 hasConcept C127413603 @default.
- W4386502455 hasConcept C138885662 @default.
- W4386502455 hasConcept C152745839 @default.
- W4386502455 hasConcept C154945302 @default.
- W4386502455 hasConcept C165205528 @default.
- W4386502455 hasConcept C166963901 @default.
- W4386502455 hasConcept C172707124 @default.
- W4386502455 hasConcept C175551986 @default.
- W4386502455 hasConcept C2776401178 @default.
- W4386502455 hasConcept C33923547 @default.
- W4386502455 hasConcept C41008148 @default.
- W4386502455 hasConcept C41895202 @default.
- W4386502455 hasConcept C5481197 @default.
- W4386502455 hasConcept C84525736 @default.
- W4386502455 hasConceptScore W4386502455C105795698 @default.
- W4386502455 hasConceptScore W4386502455C122342681 @default.
- W4386502455 hasConceptScore W4386502455C124101348 @default.
- W4386502455 hasConceptScore W4386502455C127313418 @default.
- W4386502455 hasConceptScore W4386502455C127413603 @default.
- W4386502455 hasConceptScore W4386502455C138885662 @default.
- W4386502455 hasConceptScore W4386502455C152745839 @default.
- W4386502455 hasConceptScore W4386502455C154945302 @default.
- W4386502455 hasConceptScore W4386502455C165205528 @default.
- W4386502455 hasConceptScore W4386502455C166963901 @default.
- W4386502455 hasConceptScore W4386502455C172707124 @default.
- W4386502455 hasConceptScore W4386502455C175551986 @default.
- W4386502455 hasConceptScore W4386502455C2776401178 @default.
- W4386502455 hasConceptScore W4386502455C33923547 @default.
- W4386502455 hasConceptScore W4386502455C41008148 @default.
- W4386502455 hasConceptScore W4386502455C41895202 @default.
- W4386502455 hasConceptScore W4386502455C5481197 @default.
- W4386502455 hasConceptScore W4386502455C84525736 @default.
- W4386502455 hasLocation W43865024551 @default.
- W4386502455 hasOpenAccess W4386502455 @default.
- W4386502455 hasPrimaryLocation W43865024551 @default.
- W4386502455 hasRelatedWork W1574312866 @default.
- W4386502455 hasRelatedWork W2002180612 @default.
- W4386502455 hasRelatedWork W2008994520 @default.
- W4386502455 hasRelatedWork W2067789348 @default.
- W4386502455 hasRelatedWork W2098199421 @default.
- W4386502455 hasRelatedWork W2100749708 @default.
- W4386502455 hasRelatedWork W2101062195 @default.
- W4386502455 hasRelatedWork W2106302613 @default.
- W4386502455 hasRelatedWork W2387650195 @default.
- W4386502455 hasRelatedWork W2186124038 @default.
- W4386502455 hasVolume "63" @default.
- W4386502455 isParatext "false" @default.
- W4386502455 isRetracted "false" @default.
- W4386502455 workType "article" @default.