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

• Type: Article in International Conference Proceedings Book
• Date: 1999

Authors

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

Conference proceedings International

Title: Wind Engineering

Pages: 107-117

Indexing

Scopus - 2 Citations

Other information

Authenticus ID: 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.

Language: English

Type (Professor's evaluation): Scientific