Recent Submissions

  • LPV subspace identification for robust fault detection using a set-membership approach: Application to the wind turbine benchmark 

    Chourief, Houda; Boussaid, B.; Abdelkrim, B; Puig Cayuela, Vicenç; Aubrun, C (2015)
    Conference report
    Open Access
    This paper focuses on robust fault detection for Linear Parameter Varying (LPV) systems using a set-membership approach. Since most of models which represent real systems are subject to modeling errors, standard fault ...
  • A neural network-based robust unknown input observer design: Application to wind turbine 

    Witczak, Piotr; Patan, Krzysztof; Witczak, Marcin; Puig Cayuela, Vicenç; Jozef, Korbicz (International Federation of Automatic Control (IFAC), 2015)
    Conference report
    Restricted access - publisher's policy
    The paper deals with the problem of robust unknown input observer design for the neural-network based models of non-linear discrete-time systems. Authors review the recent development in the area of robust observers for ...
  • Robust neural-network-based fault detection with sequential D-optimum bounded-error input design 

    Akielaszek-Witczak, Anna; Mrugalska, Beata; Puig Cayuela, Vicenç; Wyrwicka, Magdalena (International Federation of Automatic Control (IFAC), 2015)
    Conference report
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    A growing demand for technologically advanced systems has contributed to the increase of the awareness of systems safety and reliability. Such a situation requires the development of novel methods of robust fault diagnosis. ...
  • Fault Diagnosis and Fault Tolerant Control with Application on a Wind Turbine Low Speed Shaft Encoder 

    Fogh Odgaard, Peter; Sánchez Sardi, Héctor Eloy; Escobet Canal, Teresa; Puig Cayuela, Vicenç (International Federation of Automatic Control (IFAC), 2015)
    Conference report
    Open Access
    In recent years, individual pitch control has been developed for wind turbines, with the purpose of reducing blade and tower loads. Such algorithms depend on reliable sensor information. The azimuth angle sensor, which ...
  • MPC design based on a DBN reliability model: Application to drinking water networks 

    Salazar Cortés, Jean Carlo; Weber, Philipe; Sarrate Estruch, Ramon; Theilliol, Didier; Nejjari Akhi-Elarab, Fatiha (International Federation of Automatic Control (IFAC), 2015)
    Conference report
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    This paper presents a Model Predictive Control (MPC) strategy taking into account system and component reliability for drinking water networks. The objective is to deal from an availability point of view with a closed-loop ...
  • An implementation of a Multi-model predictor based on the qualitative and quantitative decomposition of the Time-series 

    López Frías, Rodrigo; Puig Cayuela, Vicenç; Rodríguez Rangel, Héctor (Universidad de Granada, 2015)
    Conference report
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    In this paper, an implementation of a Multi-Model Predictor architecture based on a framework composed by modules is proposed. The modules interacts among them to detect and activate forecasting modes given the input data ...
  • A Multiple-model predictor approach based on an On-line mode recognition with application to water demand forecasting 

    López Farías, Rodrigo; Puig Cayuela, Vicenç (Universidad de Granada, 2015)
    Conference report
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    This paper proposes a general Multiple-Model Predictor frame-work for forecasting time series that presents multiple patterns (behaviours). The proposed approach allows off-line identifying the different time-series ...
  • Decentralised fault diagnosis of large-scale systems: application to water transport networks 

    Puig Cayuela, Vicenç; Ocampo-Martínez, Carlos (2015)
    Conference report
    Open Access
    In this paper, a decentralised fault diagnosis approach for large-scale systems is proposed. This approach is based on obtaining a set of local diagnosers using the analytical redundancy relation (ARRs) approach. The ...
  • Fault tolerant control of unstable LPV systems subject to actuator saturations using virtual actuators 

    Rotondo, Damiano; Ponsart, J. C.; Theilliol, Didier; Nejjari Akhi-Elarab, Fatiha; Puig Cayuela, Vicenç (International Federation of Automatic Control (IFAC), 2015)
    Conference report
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    An active fault tolerant control (FTC) strategy for open-loop unstable linear parameter varying (LPV) systems subject to actuator saturations and faults is proposed in this paper. At first, the nominal controller is designed ...
  • Leak localization in water distribution networks using pressure residuals and classifiers 

    Ferrandez-Gamot, Lise; Bousson, Pierre; Blesa Izquierdo, Joaquim; Tornil Sin, Sebastián; Puig Cayuela, Vicenç; Douviella, Eric; Soldevila Coma, Adrià (International Federation of Automatic Control (IFAC), 2015)
    Conference report
    Restricted access - publisher's policy
    In order to take into account the scarcity of the water resource and the increasing of the population, the management of drinking water networks has to be improved with the use of new tools and actions that allows fighting ...

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