Prediction of IV substation load curves with fuzzy inference systems

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2004

Autores

T. Konjic (Autor) Outra; Vladimiro Miranda (Autor) FEUP; I. Kapetanovic (Autor) Outra

Ata de Conferência Internacional

Título: 2004 International Conference on Probabilistic Methods Applied to Power Systems

Páginas: 129-134

Indexação

ISI Web of Knowledge - 3 Citações

Scopus - 5 Citações

Outras Informações

ID Authenticus: P-000-DXV

Abstract (EN): This paper reports the building of a system for predicting load curves at Low Voltage Substations supplying a set of consumers of different types (residential, industrial, etc.). The system is built by the aggregation of individual Fuzzy Inference Systems of the Takagi-Sugeno type. The paper describes how actual measurements formed a base of raw data and how test and training sets could be built from this base. Results produced by the prediction system and their comparison with actual load curves confirm the good performance of the model.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 6