• Fault detection through physical modelling in an axial flow compressor of a combined-cycle power plant 

      García Matos, Jesús Ángel; Sanz Bobi, Miguel Ángel; Muñoz San Roque, Antonio; Sola Rosique, Antonio (Troyes University of Technology (Troyes, Francia), 18/09/2011)
    • Forecasting residual demand time series in electricity markets: a functional approach 

      Portela González, José; Muñoz San Roque, Antonio; Alonso Pérez, Estrella (European Regional Section of the IASC (Ginebra, Suiza), 19/08/2014)
      A new forecasting method for functional time series is proposed. The new model has been tested with the residual demand curves of the Spanish day-ahead electricity market and compared with other functional reference models. ...
    • Functional time series identification and diagnosis by means of autocorrelation analysis 

      Mestre Marcos, Guillermo; Portela González, José; Rice, Gregory; Muñoz San Roque, Antonio; Alonso Pérez, Estrella (Sociedad de Estadística e Investigación Operativa; Universitat Politècnica de València (Alcoy, España), 03/09/2019)
      Quantifying the serial correlation across lags is a crucial step in the identification and diagnosis of a model for scalar time series, where the autocorrelation and partial autocorrelation functions of the time series are ...
    • Hilbertian ARMA model for forecasting functional time series 

      Portela González, José; Muñoz San Roque, Antonio; Alonso Pérez, Estrella (ERCIM Working Group on Computational and Methodological Statistics; Universidad de Sevilla; Queen Ma (Londres, Reino Unido), 12/12/2015)
      A new forecasting method for functional time series is proposed. This model attempts to generalize the standard scalar ARMA time series model to the $L^2$ Hilbert space in order to forecast functional time series. A ...
    • Intelligent system for a remote diagnosis of a photovoltaic solar power plant 

      Sanz Bobi, Miguel Ángel; Muñoz San Roque, Antonio; de Marcos Peirotén, Álvaro; Bada Olarán, Manuel (01/06/2012)
      Usually small and mid-sized photovoltaic solar power plants are located in rural areas and typically they operate unattended. Some technicians are in charge of the supervision of these plants and, if an alarm is automatically ...
    • Oil Costs and Prices: An Empirical Causality Analysis 

      Moreno Alonso, Pedro; Muñoz San Roque, Antonio (20/02/2021)
      Este estudio analiza la relación de causalidad entre el precio del petróleo y los costes de producción y sus implicaciones sobre la cobertura de las compañías productoras. Dos diferentes sets de datos se hay utilizado como ...
    • White noise testing for functional time series. Application to model identification and diagnosis 

      Mestre Marcos, Guillermo; Portela González, José; Muñoz San Roque, Antonio; Alonso Pérez, Estrella (Computationally-intensive methods for the robust analysis of non-standard data (Iasi, Rumania), 31/08/2018)
      White noise characterization is a crucial step in the identification and diagnosis of a model for scalar time series, where the autocorrelation and partial autocorrelation functions of the time series are the most common ...