Cerca nel sito per parola chiave

    pubblicazioni - Articolo

    Applications of Neural Networks and Decision Trees to Energy Management System Functions

    Tag correlate

    #Rete Elettrica #Sicurezza

    pubblicazioni - Articolo

    Applications of Neural Networks and Decision Trees to Energy Management System Functions

    Recently updated on Maggio 11th, 2021 at 08:51 am

    Management System Functions Enrico Borioli*, Emanuele Ciapessoni*, Diego Cirio*, Enrico Gaglioti* ISAP 2009 International Conference on Intelligent System Applications to Power Systems Curitiba, Brazil, 8-12 Novembre 2009 * ERSE SpA Artificial neural network (ANN) and decision tree (DT) applications are proposed to contribute to control room Energy Management System (EMS) functions respectively aimed to assess critical conditions leading to inter-area oscillations, to evaluate the loading margin, and to support state estimation. To facilitate the design, the setting of the parameters, the training of ANNs and the growing of DTs, a tool has been developed within Matlab environment, that allows the user to design and train in an effective way ANNs and DTs with no need to write any procedure or line of code. The tool has been applied in the analysis of the above problems providing a valid support in training and testing both ANNs and DTs.

    Rif.RSE​

    09003159

    Destinazione​

    2009

    Data Pubblicazione

    31 Dicembre 2009

    Autori​

    D. Cirio "ERSE SpA", E. Borioli "ERSE SpA", E. Ciapessoni "ERSE SpA", E. Gaglioti "ERSE SpA"

    Tipo Pubblicazione

    Articolo

    Progetti

    Studi sullo sviluppo del Sistema Elettrico e della Rete Elettrica Nazionale (P01 GOV)

    Tag correlate

    #Rete Elettrica #Sicurezza

    Commenti