Analises de componente principal e de agrupamento para estudo de ventos para a geracao de energia eolica na regiao do Ceara, Paraiba, Pernambuco e Rio Grande do Norte, Brasil



Título del documento: Analises de componente principal e de agrupamento para estudo de ventos para a geracao de energia eolica na regiao do Ceara, Paraiba, Pernambuco e Rio Grande do Norte, Brasil
Revista: Revista ambiente & agua
Base de datos: PERIÓDICA
Número de sistema: 000331110
ISSN: 1980-993X
Autores: 1
1
1
2
Instituciones: 1Universidade Federal de Campina Grande, Campina Grande, Paraiba. Brasil
2Universidade Estadual do Ceara, Fortaleza, Ceara. Brasil
Año:
Volumen: 5
Número: 2
Paginación: 188-201
País: Brasil
Idioma: Portugués
Tipo de documento: Artículo
Enfoque: Experimental, aplicado
Resumen en inglés This study presents a methodology using multivariate analysis: Principal Component Analysis (PCA) and Cluster Analysis (CA) to analyze data of hourly averaged speed in hours from 28 stations distributed in four states of Northeastern Brazil: Ceará with 10 stations, Paraíba with 5 stations, Pernambuco with 8 stations and Rio Grande do Norte with 5 stations. All stations are well distributed spatially and period of data between 1977 to 1981. The results of the Principal Component Analysis (PCA) showed that the coastal and mountainous regions have the greatest potential for energy generation results, in particularly at the stations of Acaraú-CE and Macaú-RN, while Barbalha-CE had the lowest potential, possibly due to its location. The Cluster Analysis (CA), using the Ward method, allowed the distribution of the stations into six homogeneous groups
Disciplinas: Ingeniería
Palabras clave: Ingeniería ambiental,
Ingeniería de energéticos,
Viento,
Análisis de componentes principales,
Análisis de agrupamiento,
Energía eólica
Keyword: Engineering,
Energy engineering,
Environmental engineering,
Wind,
Principal component analysis,
Cluster analysis,
Eolic energy
Texto completo: Texto completo (Ver PDF)