On-line dynamic security assessment of isolated networks integrating large wind power production

• Tipo: Artigo em Revista Científica Internacional
• Data: 1999

Autores

João Abel Peças Lopes (Autor) FEUP; N. Hatziargyriou (Autor) Outra; Maria Helena Osório Pestana de Vasconcelos (Autor) FEUP; E. Karapidakis (Autor) Outra; José Nuno Moura Marques Fidalgo (Autor) FEUP

Revista

Título: WIND ENGINEERING REVIEW

Vol. 23 Nº 2

Páginas: 107-117

Indexação

Scopus

INSPEC

COMPENDEX

Classificação Científica

FOS: Ciências da engenharia e tecnologias > Engenharia electrotécnica, electrónica e informática

Outras Informações

Abstract (EN): The paper describes the on-line dynamic security assessment functions developed within the European Union, DGXII programme, CARE. These functions are based exclusively on the application of machine learning techniques. A description of the problem and the data set generation procedure for the Crete island power system are included. Comparative results regarding performances of Decision Trees, Kernel Regression Trees and Neural Networks are presented and discussed. The paper describes the on-line dynamic security assessment functions developed within the European Union, DGXII programme, CARE. These functions are based exclusively on the application of machine learning techniques. A description of the problem and the data set generation procedure for the Crete island power system are included. Comparative results regarding performances of Decision Trees, Kernel Regression Trees and Neural Networks are presented and discussed.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 11