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

• Type: Article in International Scientific Journal
• Date: 1999

Authors

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

Journal

Title: WIND ENGINEERING REVIEW

Vol. 23 No. 2

Pages: 107-117

Indexing

Scopus

INSPEC

COMPENDEX

Scientific classification

FOS: Engineering and technology > Electrical engineering, Electronic engineering, Information engineering

Other information

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

No. of pages: 11