Procedimiento para el análisis de calidad de potencia basado en Wavelets y Redes Neurales
This work describes a complete procedure for the analysis of power quality, starting from established formsthrough electrical disturbances standards. For it, disturbed signal is decomposed in different levels ofresolution through the Transformed Wavelet (WT), and then, significant indicators are obt...
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Universidad Tecnológica de La Habana, José Antonio Echeverría
2010-06-01
|
| Series: | Revista Científica de Ingeniería Energética |
| Subjects: | |
| Online Access: | http://revistascientificas.cujae.edu.cu/.RevistasEnergeticaVol-XXXI2-201032-43 |
| _version_ | 1811233253339693056 |
|---|---|
| author | Jesús R. Azor |
| author_facet | Jesús R. Azor |
| author_sort | Jesús R. Azor |
| collection | DOAJ |
| description | This work describes a complete procedure for the analysis of power quality, starting from established formsthrough electrical disturbances standards. For it, disturbed signal is decomposed in different levels ofresolution through the Transformed Wavelet (WT), and then, significant indicators are obtained by anadequate statistical processing, which permit the classification of the different disturbances. The aboveclassification is made (from the indicators used as inputs) using a neural network, which is trainedaccording to a Back-propagation technique, achieving satisfactory results under a serie of simulatedadverse conditions. |
| first_indexed | 2024-04-12T11:17:57Z |
| format | Article |
| id | doaj.art-801fcc06f45e4799b95ff656498df1c9 |
| institution | Directory Open Access Journal |
| issn | 0253-5645 1815-5901 |
| language | English |
| last_indexed | 2024-04-12T11:17:57Z |
| publishDate | 2010-06-01 |
| publisher | Universidad Tecnológica de La Habana, José Antonio Echeverría |
| record_format | Article |
| series | Revista Científica de Ingeniería Energética |
| spelling | doaj.art-801fcc06f45e4799b95ff656498df1c92022-12-22T03:35:27ZengUniversidad Tecnológica de La Habana, José Antonio EcheverríaRevista Científica de Ingeniería Energética0253-56451815-59012010-06-01XXXI23243Procedimiento para el análisis de calidad de potencia basado en Wavelets y Redes NeuralesJesús R. AzorThis work describes a complete procedure for the analysis of power quality, starting from established formsthrough electrical disturbances standards. For it, disturbed signal is decomposed in different levels ofresolution through the Transformed Wavelet (WT), and then, significant indicators are obtained by anadequate statistical processing, which permit the classification of the different disturbances. The aboveclassification is made (from the indicators used as inputs) using a neural network, which is trainedaccording to a Back-propagation technique, achieving satisfactory results under a serie of simulatedadverse conditions.http://revistascientificas.cujae.edu.cu/.RevistasEnergeticaVol-XXXI2-201032-43waveletspower quality (Power QualityPQ) perturbationsneural networks |
| spellingShingle | Jesús R. Azor Procedimiento para el análisis de calidad de potencia basado en Wavelets y Redes Neurales Revista Científica de Ingeniería Energética wavelets power quality (Power Quality PQ) perturbations neural networks |
| title | Procedimiento para el análisis de calidad de potencia basado en Wavelets y Redes Neurales |
| title_full | Procedimiento para el análisis de calidad de potencia basado en Wavelets y Redes Neurales |
| title_fullStr | Procedimiento para el análisis de calidad de potencia basado en Wavelets y Redes Neurales |
| title_full_unstemmed | Procedimiento para el análisis de calidad de potencia basado en Wavelets y Redes Neurales |
| title_short | Procedimiento para el análisis de calidad de potencia basado en Wavelets y Redes Neurales |
| title_sort | procedimiento para el analisis de calidad de potencia basado en wavelets y redes neurales |
| topic | wavelets power quality (Power Quality PQ) perturbations neural networks |
| url | http://revistascientificas.cujae.edu.cu/.RevistasEnergeticaVol-XXXI2-201032-43 |
| work_keys_str_mv | AT jesusrazor procedimientoparaelanalisisdecalidaddepotenciabasadoenwaveletsyredesneurales |