Matches in SemOpenAlex for { <https://semopenalex.org/work/W3208866057> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W3208866057 abstract "Accurately predicting NOx emissions during boiler combustion is of significance for the operation and control of the boiler combustion systems in coal-fired power plants. According to the characteristics of the boiler combustion process with strong disturbances, highly nonlinear and multivariate coupling, a fusion model based on mutual information variable selection and Hyperopt optimized GRU neural network (MI-HGRU) is proposed. The method can accurately select the parameters of boiler combustion process base on mutual information feature selection algorithm. A GRU neural network prediction model with Hyperopt optimization is established to achieve accurate prediction of NOx emission during boiler combustion. The modeling experiment was using a NOx emission dataset from a power plant boiler in Guangdong. The experimental results show that the MI-HGRU method has higher generalization ability and prediction accuracy than the RBF, LSSVM, RNN and LSTM neural networks, with an average accuracy of 99.4%." @default.
- W3208866057 created "2021-11-08" @default.
- W3208866057 creator A5019750202 @default.
- W3208866057 creator A5029066122 @default.
- W3208866057 creator A5040616011 @default.
- W3208866057 creator A5044671587 @default.
- W3208866057 creator A5053245997 @default.
- W3208866057 creator A5056518170 @default.
- W3208866057 date "2021-01-01" @default.
- W3208866057 modified "2023-10-18" @default.
- W3208866057 title "MI-HGRU: A Combine Method of Mutual Information and HGRU Neural Network for Boiler NOx Emission Prediction" @default.
- W3208866057 cites W2118561568 @default.
- W3208866057 cites W2154053567 @default.
- W3208866057 cites W2901421269 @default.
- W3208866057 cites W2968184507 @default.
- W3208866057 cites W3176603537 @default.
- W3208866057 cites W4247505106 @default.
- W3208866057 doi "https://doi.org/10.1007/978-981-16-7476-1_39" @default.
- W3208866057 hasPublicationYear "2021" @default.
- W3208866057 type Work @default.
- W3208866057 sameAs 3208866057 @default.
- W3208866057 citedByCount "0" @default.
- W3208866057 crossrefType "book-chapter" @default.
- W3208866057 hasAuthorship W3208866057A5019750202 @default.
- W3208866057 hasAuthorship W3208866057A5029066122 @default.
- W3208866057 hasAuthorship W3208866057A5040616011 @default.
- W3208866057 hasAuthorship W3208866057A5044671587 @default.
- W3208866057 hasAuthorship W3208866057A5053245997 @default.
- W3208866057 hasAuthorship W3208866057A5056518170 @default.
- W3208866057 hasConcept C105923489 @default.
- W3208866057 hasConcept C119599485 @default.
- W3208866057 hasConcept C127413603 @default.
- W3208866057 hasConcept C148483581 @default.
- W3208866057 hasConcept C154945302 @default.
- W3208866057 hasConcept C178790620 @default.
- W3208866057 hasConcept C185592680 @default.
- W3208866057 hasConcept C203032635 @default.
- W3208866057 hasConcept C2780013297 @default.
- W3208866057 hasConcept C41008148 @default.
- W3208866057 hasConcept C41888846 @default.
- W3208866057 hasConcept C4311470 @default.
- W3208866057 hasConcept C50644808 @default.
- W3208866057 hasConcept C548081761 @default.
- W3208866057 hasConceptScore W3208866057C105923489 @default.
- W3208866057 hasConceptScore W3208866057C119599485 @default.
- W3208866057 hasConceptScore W3208866057C127413603 @default.
- W3208866057 hasConceptScore W3208866057C148483581 @default.
- W3208866057 hasConceptScore W3208866057C154945302 @default.
- W3208866057 hasConceptScore W3208866057C178790620 @default.
- W3208866057 hasConceptScore W3208866057C185592680 @default.
- W3208866057 hasConceptScore W3208866057C203032635 @default.
- W3208866057 hasConceptScore W3208866057C2780013297 @default.
- W3208866057 hasConceptScore W3208866057C41008148 @default.
- W3208866057 hasConceptScore W3208866057C41888846 @default.
- W3208866057 hasConceptScore W3208866057C4311470 @default.
- W3208866057 hasConceptScore W3208866057C50644808 @default.
- W3208866057 hasConceptScore W3208866057C548081761 @default.
- W3208866057 hasLocation W32088660571 @default.
- W3208866057 hasOpenAccess W3208866057 @default.
- W3208866057 hasPrimaryLocation W32088660571 @default.
- W3208866057 hasRelatedWork W10513923 @default.
- W3208866057 hasRelatedWork W11389402 @default.
- W3208866057 hasRelatedWork W12546350 @default.
- W3208866057 hasRelatedWork W13336658 @default.
- W3208866057 hasRelatedWork W13401496 @default.
- W3208866057 hasRelatedWork W13426584 @default.
- W3208866057 hasRelatedWork W13947973 @default.
- W3208866057 hasRelatedWork W5535156 @default.
- W3208866057 hasRelatedWork W6234980 @default.
- W3208866057 hasRelatedWork W6669108 @default.
- W3208866057 isParatext "false" @default.
- W3208866057 isRetracted "false" @default.
- W3208866057 magId "3208866057" @default.
- W3208866057 workType "book-chapter" @default.