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

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 1999

Autores

João Peças Lopes (Autor) FEUP; Hatziargyriou, N (Autor) Outra; Maria Helena Vasconcelos (Autor) Outra; Karapidakis, E (Autor) Outra; José Nuno Fidalgo (Autor) FEUP

Ata de Conferência Internacional

Título: Wind Engineering

Páginas: 107-117

Indexação

Scopus - 2 Citações

Outras Informações

ID Authenticus: P-007-BJD

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