Now showing items 1-10 of 10

    • Estudi de la identificació i control d’un sistema de quatre dipòsits 

      Soldevila Coma, Adrià (Universitat Politècnica de Catalunya, 2014-09)
      Master thesis (pre-Bologna period)
      Open Access
    • Leak localization in water distribution networks using a mixed model-based/data-driven approach 

      Soldevila Coma, Adrià; Tornil Sin, Sebastián; Blesa Izquierdo, Joaquim; Duviella, Eric; Fernández Canti, Rosa M.; Puig Cayuela, Vicenç (2016-10-01)
      Article
      Open Access
      This paper proposes a new method for leak localization in water distribution networks (WDNs). In a first stage, residuals are obtained by comparing pressure measurements with the estimations provided by a WDN model. In a ...
    • Leak localization in water distribution networks using Bayesian classifiers 

      Soldevila Coma, Adrià; Fernández Canti, Rosa M.; Blesa Izquierdo, Joaquim; Tornil Sin, Sebastián; Puig Cayuela, Vicenç (2017-07-01)
      Article
      Open Access
      This paper presents a method for leak localization in water distribution networks (WDNs) based on Bayesian classifiers. Probability density functions for pressure residuals are calibrated off-line for all the possible leak ...
    • Leak localization in water distribution networks using deep learning 

      Javadiha, Mohammadreza; Blesa Izquierdo, Joaquim; Soldevila Coma, Adrià; Puig Cayuela, Vicenç (Institute of Electrical and Electronics Engineers (IEEE), 2019)
      Conference report
      Open Access
      This paper explores the use of deep learning for leak localization in Water Distribution Networks (WDNs) using pressure measurements. By using a training data set including enough samples of all possible leak localizations, ...
    • Leak localization in water distribution networks using model-based bayesian reasoning 

      Soldevila Coma, Adrià; Fernández Canti, Rosa M.; Blesa Izquierdo, Joaquim; Tornil Sin, Sebastián; Puig Cayuela, Vicenç (2016)
      Conference report
      Open Access
      This paper presents a new method for leak localization in Water Distribution Networks that uses a model-based approach combined with Bayesian reasoning. Probability density functions in model-based pressure residuals are ...
    • 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 ...
    • Optimal sensor placement for classifier-based leak localization in drinking water networks 

      Soldevila Coma, Adrià; Tornil Sin, Sebastián; Fernández Canti, Rosa M.; Blesa Izquierdo, Joaquim; Puig Cayuela, Vicenç (2016)
      Conference report
      Open Access
      This paper presents a sensor placement method for classifier-based leak localization in Water Distribution Networks. The proposed approach consists in applying a Genetic Algorithm to decide the sensors to be used by a ...
    • Robust leak localization in water distribution networks using machine learning techniques 

      Soldevila Coma, Adrià (Universitat Politècnica de Catalunya, 2018-03-23)
      Doctoral thesis
      Open Access
      This PhD thesis presents a methodology to detect, estimate and localize water leaks (with the main focus in the localization problem) in water distribution networks using hydraulic models and machine learning techniques. ...
    • Sensor placement for classifier-based leak localization in water distribution networks 

      Soldevila Coma, Adrià; Blesa Izquierdo, Joaquim; Tornil Sin, Sebastián; Fernández Canti, Rosa M.; Puig Cayuela, Vicenç (Springer, 2017-05-23)
      Part of book or chapter of book
      Restricted access - publisher's policy
    • Sensor placement for classifier-based leak localization in water distribution networks using hybrid feature selection 

      Soldevila Coma, Adrià; Blesa Izquierdo, Joaquim; Tornil Sin, Sebastián; Fernández Canti, Rosa M.; Puig Cayuela, Vicenç (Pergamon Press, 2018-01-04)
      Article
      Open Access
      This paper presents a sensor placement approach for classifier-based leak localization in water distribution networks. The proposed method is based on a hybrid feature selection algorithm that combines the use of a filter ...