Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200291206> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W4200291206 abstract "The gearbox oil temperature of offshore wind turbines(WTS) is one of the important indexes of gearbox state monitoring and fault warning. Accurately predicting the change trend of gearbox oil temperature can improve the reliability of the unit and reduce operation and maintenance costs. In order to improve the accuracy of oil temperature prediction, This paper proposes a prediction model based on long short-term memory(LSTM)- generalized regression neural network(GRNN) weighted combination. From the perspective of the short-term, mid-term and long-term prediction performance of the model, this article first compares the model with GRNN and LSTM two single models, and then compares with other combined models. Through comparison, it is found that the combined model can effectively combine the good mid- and long-term prediction ability of the LSTM algorithm with the good short-term prediction ability of the GRNN algorithm, which greatly improves the accuracy and stability of oil temperature prediction." @default.
- W4200291206 created "2021-12-31" @default.
- W4200291206 creator A5013030836 @default.
- W4200291206 creator A5063117863 @default.
- W4200291206 date "2021-09-17" @default.
- W4200291206 modified "2023-09-24" @default.
- W4200291206 title "Prediction of Gearbox Oil Temperature of Wind Turbine Based on GRNN-LSTM Combined Model" @default.
- W4200291206 doi "https://doi.org/10.1109/icpre52634.2021.9635285" @default.
- W4200291206 hasPublicationYear "2021" @default.
- W4200291206 type Work @default.
- W4200291206 citedByCount "0" @default.
- W4200291206 crossrefType "proceedings-article" @default.
- W4200291206 hasAuthorship W4200291206A5013030836 @default.
- W4200291206 hasAuthorship W4200291206A5063117863 @default.
- W4200291206 hasConcept C112972136 @default.
- W4200291206 hasConcept C119599485 @default.
- W4200291206 hasConcept C119857082 @default.
- W4200291206 hasConcept C121332964 @default.
- W4200291206 hasConcept C127313418 @default.
- W4200291206 hasConcept C127413603 @default.
- W4200291206 hasConcept C133488467 @default.
- W4200291206 hasConcept C147168706 @default.
- W4200291206 hasConcept C154945302 @default.
- W4200291206 hasConcept C163258240 @default.
- W4200291206 hasConcept C165205528 @default.
- W4200291206 hasConcept C175551986 @default.
- W4200291206 hasConcept C2778449969 @default.
- W4200291206 hasConcept C41008148 @default.
- W4200291206 hasConcept C43214815 @default.
- W4200291206 hasConcept C50644808 @default.
- W4200291206 hasConcept C61797465 @default.
- W4200291206 hasConcept C62520636 @default.
- W4200291206 hasConcept C78519656 @default.
- W4200291206 hasConcept C78600449 @default.
- W4200291206 hasConceptScore W4200291206C112972136 @default.
- W4200291206 hasConceptScore W4200291206C119599485 @default.
- W4200291206 hasConceptScore W4200291206C119857082 @default.
- W4200291206 hasConceptScore W4200291206C121332964 @default.
- W4200291206 hasConceptScore W4200291206C127313418 @default.
- W4200291206 hasConceptScore W4200291206C127413603 @default.
- W4200291206 hasConceptScore W4200291206C133488467 @default.
- W4200291206 hasConceptScore W4200291206C147168706 @default.
- W4200291206 hasConceptScore W4200291206C154945302 @default.
- W4200291206 hasConceptScore W4200291206C163258240 @default.
- W4200291206 hasConceptScore W4200291206C165205528 @default.
- W4200291206 hasConceptScore W4200291206C175551986 @default.
- W4200291206 hasConceptScore W4200291206C2778449969 @default.
- W4200291206 hasConceptScore W4200291206C41008148 @default.
- W4200291206 hasConceptScore W4200291206C43214815 @default.
- W4200291206 hasConceptScore W4200291206C50644808 @default.
- W4200291206 hasConceptScore W4200291206C61797465 @default.
- W4200291206 hasConceptScore W4200291206C62520636 @default.
- W4200291206 hasConceptScore W4200291206C78519656 @default.
- W4200291206 hasConceptScore W4200291206C78600449 @default.
- W4200291206 hasFunder F4320321001 @default.
- W4200291206 hasLocation W42002912061 @default.
- W4200291206 hasOpenAccess W4200291206 @default.
- W4200291206 hasPrimaryLocation W42002912061 @default.
- W4200291206 hasRelatedWork W1514850223 @default.
- W4200291206 hasRelatedWork W206242967 @default.
- W4200291206 hasRelatedWork W2150361670 @default.
- W4200291206 hasRelatedWork W2504470724 @default.
- W4200291206 hasRelatedWork W2886367935 @default.
- W4200291206 hasRelatedWork W3059034460 @default.
- W4200291206 hasRelatedWork W3211218799 @default.
- W4200291206 hasRelatedWork W4323657282 @default.
- W4200291206 hasRelatedWork W4360995596 @default.
- W4200291206 hasRelatedWork W2140308197 @default.
- W4200291206 isParatext "false" @default.
- W4200291206 isRetracted "false" @default.
- W4200291206 workType "article" @default.