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Memorias de investigación
Artículos en revistas:
Identifying wind power ramp causes from multivariate datasets: a methodological proposal and its application to reanalysis data. (DOC0473).
Año:2015
Áreas de investigación
  • Ingenierías
Datos
Descripción
Forecasting abrupt variations in wind power generation (the so-called ramps) helps achieve large scale wind power integration. One of the main issues to be confronted when addressing wind power ramp forecasting is the way in which relevant information is identified from large datasets to optimally feed forecasting models. To this end, an innovative methodology oriented to systematically relate multivariate datasets to ramp events is presented. The methodology comprises two stages: the identification of relevant features in the data and the assessment of the dependence between these features and ramp occurrence. As a test case, the proposed methodology was employed to explore the relationships between atmospheric dynamics at the global/synoptic scales and ramp events experienced in two wind farms located in Spain. The achieved results suggested different connection degrees between these atmospheric scales and ramp occurrence. For one of the wind farms, it was found that ramp events could be partly explained from regional circulations and zonal pressure gradients. To perform a comprehensive analysis of ramp underlying causes, the proposed methodology could be applied to datasets related to other stages of the wind-topower conversion chain.
Internacional
Si
JCR del ISI
Si
Título de la revista
Iet Renewable Power Generation
ISSN
1752-1416
Factor de impacto JCR
2,28
Información de impacto
Datos JCR del año 2013
Volumen
9
DOI
doi: 10.1049/IET-RPG.2014.0457
Número de revista
8
Desde la página
867
Hasta la página
875
Mes
NOVIEMBRE
Ranking
2014: Impact Factor: 1.904. Q2: ENGINEERING, ELECTRICAL & ELECTRONIC: Posición 67 de 249. Q3: ENERGY & FUELS: Posición 46 de 88. 2013: Impact Factor: 2.280. Q1: ENGINEERING, ELECTRICAL & ELECTRONIC: Posición 48 de 248. Q2: ENERGY & FUELS: Posición 38 de 83.
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Cristobal Jose Gallego Castillo (UPM)
  • Autor: Elena García Bustamante (Universidad de Murcia)
  • Autor: Alvaro Cuerva Tejero (UPM)
  • Autor: Jorge Navarro Montesinos (CIEMAT)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Departamento: Aeronaves y Vehículos Espaciales
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