Matches in SemOpenAlex for { <https://semopenalex.org/work/W1990351392> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W1990351392 abstract "In this paper, an Artificial Neural Network (ANN) based Maximum Power Point Tracking (MPPT) controller for Wind Energy Conversion Systems (WECS) is proposed, that achieves fast and reliable tracking of the optimum rotational speed of the turbine and accomplishes maximum power harvesting from the incident wind. The proposed control system can be implemented on any WECS and requires minimum training for the ANN as well as a small number of artificial neurons. During the training of the ANN, the WECS needs to operate simultaneously with a wind measurement system, until a sufficient amount of data is collected on all operating regions of the wind turbine and the wind turbine characteristics are determined. Next, the ANN is trained, having the rotational speed of the shaft and the power output of the generator as input signals. As a result, the wind turbine can be driven to the optimum rotor speed very fast and with high precision so as the MPPT controller can follow the fast dynamics of the wind speed. Several simulation results are presented for the validation of the effectiveness of the suggested MPPT control scheme and demonstrate the operational improvements. (6 pages)" @default.
- W1990351392 created "2016-06-24" @default.
- W1990351392 creator A5007690243 @default.
- W1990351392 creator A5032435739 @default.
- W1990351392 date "2012-01-01" @default.
- W1990351392 modified "2023-10-18" @default.
- W1990351392 title "A Neural Network Based MPPT Controller for Variable Speed Wind Energy Conversion Systems" @default.
- W1990351392 doi "https://doi.org/10.1049/cp.2012.2034" @default.
- W1990351392 hasPublicationYear "2012" @default.
- W1990351392 type Work @default.
- W1990351392 sameAs 1990351392 @default.
- W1990351392 citedByCount "9" @default.
- W1990351392 countsByYear W19903513922014 @default.
- W1990351392 countsByYear W19903513922015 @default.
- W1990351392 countsByYear W19903513922016 @default.
- W1990351392 countsByYear W19903513922017 @default.
- W1990351392 countsByYear W19903513922018 @default.
- W1990351392 countsByYear W19903513922019 @default.
- W1990351392 countsByYear W19903513922020 @default.
- W1990351392 countsByYear W19903513922022 @default.
- W1990351392 crossrefType "proceedings-article" @default.
- W1990351392 hasAuthorship W1990351392A5007690243 @default.
- W1990351392 hasAuthorship W1990351392A5032435739 @default.
- W1990351392 hasConcept C11190779 @default.
- W1990351392 hasConcept C119599485 @default.
- W1990351392 hasConcept C121332964 @default.
- W1990351392 hasConcept C127413603 @default.
- W1990351392 hasConcept C133731056 @default.
- W1990351392 hasConcept C134306372 @default.
- W1990351392 hasConcept C153294291 @default.
- W1990351392 hasConcept C154945302 @default.
- W1990351392 hasConcept C161067210 @default.
- W1990351392 hasConcept C165801399 @default.
- W1990351392 hasConcept C182365436 @default.
- W1990351392 hasConcept C203479927 @default.
- W1990351392 hasConcept C2775924081 @default.
- W1990351392 hasConcept C33923547 @default.
- W1990351392 hasConcept C36139824 @default.
- W1990351392 hasConcept C41008148 @default.
- W1990351392 hasConcept C47446073 @default.
- W1990351392 hasConcept C50644808 @default.
- W1990351392 hasConcept C6557445 @default.
- W1990351392 hasConcept C78600449 @default.
- W1990351392 hasConcept C86803240 @default.
- W1990351392 hasConceptScore W1990351392C11190779 @default.
- W1990351392 hasConceptScore W1990351392C119599485 @default.
- W1990351392 hasConceptScore W1990351392C121332964 @default.
- W1990351392 hasConceptScore W1990351392C127413603 @default.
- W1990351392 hasConceptScore W1990351392C133731056 @default.
- W1990351392 hasConceptScore W1990351392C134306372 @default.
- W1990351392 hasConceptScore W1990351392C153294291 @default.
- W1990351392 hasConceptScore W1990351392C154945302 @default.
- W1990351392 hasConceptScore W1990351392C161067210 @default.
- W1990351392 hasConceptScore W1990351392C165801399 @default.
- W1990351392 hasConceptScore W1990351392C182365436 @default.
- W1990351392 hasConceptScore W1990351392C203479927 @default.
- W1990351392 hasConceptScore W1990351392C2775924081 @default.
- W1990351392 hasConceptScore W1990351392C33923547 @default.
- W1990351392 hasConceptScore W1990351392C36139824 @default.
- W1990351392 hasConceptScore W1990351392C41008148 @default.
- W1990351392 hasConceptScore W1990351392C47446073 @default.
- W1990351392 hasConceptScore W1990351392C50644808 @default.
- W1990351392 hasConceptScore W1990351392C6557445 @default.
- W1990351392 hasConceptScore W1990351392C78600449 @default.
- W1990351392 hasConceptScore W1990351392C86803240 @default.
- W1990351392 hasLocation W19903513921 @default.
- W1990351392 hasOpenAccess W1990351392 @default.
- W1990351392 hasPrimaryLocation W19903513921 @default.
- W1990351392 hasRelatedWork W2108824233 @default.
- W1990351392 hasRelatedWork W2111895250 @default.
- W1990351392 hasRelatedWork W2119244117 @default.
- W1990351392 hasRelatedWork W2765805037 @default.
- W1990351392 hasRelatedWork W2766443825 @default.
- W1990351392 hasRelatedWork W2791572175 @default.
- W1990351392 hasRelatedWork W2804326412 @default.
- W1990351392 hasRelatedWork W2913924186 @default.
- W1990351392 hasRelatedWork W3212088254 @default.
- W1990351392 hasRelatedWork W4214807611 @default.
- W1990351392 isParatext "false" @default.
- W1990351392 isRetracted "false" @default.
- W1990351392 magId "1990351392" @default.
- W1990351392 workType "article" @default.