Enviaments recents

  • Distributed model predictive control applied to a VAV based HVAC system based on sensitivity analysis 

    Darure, Tejaswinee; Puig Cayuela, Vicenç; Yamé, Joseph; Hamelin, Frederic; Wang, Ye (2018-01-01)
    Article
    Accés restringit per política de l'editorial
    This paper proposes a distributed model predictive control strategy for a HVAC system that relies on its decomposition into subsystems based on the sensitivity analysis. An economic model predictive controller is implemented ...
  • A robust fault detection method using a zonotopic Kaucher set-membership approach 

    Schwab, Stefan; Puig Cayuela, Vicenç; Hohmann, Soeren (2018-01-01)
    Article
    Accés obert
    This paper presents a robust fault detection method using a zonotopic Kaucher set-membership method. The fault detection approach is based on checking the consistency between the model and the data. Consistency is given ...
  • Multi-model prediction for demand forecast in water distribution networks 

    López Farías, Rodrigo; Puig Cayuela, Vicenç; Rodríguez Rangel, Héctor; Flores, Juan J. (2018-03-01)
    Article
    Accés obert
    This paper presents a multi-model predictor called Qualitative Multi-Model Predictor Plus (QMMP+) for demand forecast in water distribution networks. QMMP+ is based on the decomposition of the quantitative and qualitative ...
  • GANimation: anatomically-aware facial animation from a single image 

    Pumarola Peris, Albert; Agudo Martínez, Antonio; Martinez, Aleix M.; Sanfeliu Cortés, Alberto; Moreno-Noguer, Francesc (Springer, 2018)
    Text en actes de congrés
    Accés obert
    Recent advances in Generative Adversarial Networks (GANs) have shown impressive results for task of facial expression synthesis. The most successful architecture is StarGAN, that conditions GANs' generation process with ...
  • Deep lidar CNN to understand the dynamics of moving vehicles 

    Vaquero Gómez, Víctor; Sanfeliu Cortés, Alberto; Moreno-Noguer, Francesc (Institute of Electrical and Electronics Engineers (IEEE), 2018)
    Text en actes de congrés
    Accés obert
    Perception technologies in Autonomous Driving are experiencing their golden age due to the advances in Deep Learning. Yet, most of these systems rely on the semantically rich information of RGB images. Deep Learning solutions ...
  • Algebraic observer-based output-feedback controller design for a PEM fuel cell air-supply subsystem 

    Baroud, Zakaria; Gazzam, Noureddine; Benalia, Atallah; Ocampo-Martínez, Carlos (2018)
    Article
    Accés obert
    In this paper, an algebraic-observer-based output-feedback controller is proposed for a Proton Exchange Membrane Fuel Cell (PEMFC) air-supply subsystem, based on both algebraic differentiation and sliding-mode control ...
  • Model-based analysis of the autonomic response to head-up tilt testing in Brugada syndrome 

    Calvo, Mireia; Le Rolle, Virginie; Romero, Daniel; Gomis Román, Pedro; Hernández, Alfredo I. (Elsevier, 2018-12-01)
    Article
    Accés restringit per política de l'editorial
    The etiology of Brugada syndrome (BS) is complex and multifactorial, making risk stratification in this population a major challenge. Since changes in the autonomic modulation of these patients are commonly related to ...
  • The cardiac ryanodine receptor, but not sarcoplasmic reticulum Ca2-ATPase, is a major determinant of Ca2 alternans in intact mouse hearts 

    Sun, Bo; Wei, Jinhong; Zhong, Xiaowei; Vallmitjana Lees, Alex; Benítez Iglesias, Raúl (2018-07-09)
    Article
    Accés restringit per política de l'editorial
    Sarcoplasmic reticulum (SR) Ca2+ cycling is governed by the cardiac ryanodine receptor (RyR2) and SR Ca2+-ATPase (SERCA2a). Abnormal SR Ca2+ cycling is thought to be the primary cause of Ca2+ alternans that can elicit ...
  • Robust PI/PID controllers for load disturbance based on direct synthesis 

    Vilanova Arbós, Ramón; Arrieta, O.; Ponsa Asensio, Pere (2018-10-01)
    Article
    Accés restringit per política de l'editorial
    It is recognized that disturbance rejection is much more important than set-point tracking for many process control applications, leading set-point tracking to a secondary level of interest. In this paper a proposal for ...
  • Receding-horizon model predictive control for a three-phase VSI with an LCL filter 

    Guzmán Solà, Ramon; García de Vicuña Muñoz de la Nava, José Luis; Camacho Santiago, Antonio; Miret Tomàs, Jaume; Rey, Juan M (Institute of Electrical and Electronics Engineers (IEEE), 2018-11-20)
    Article
    Accés obert
    This paper presents a Continuous Control Set Model Predictive Control with receding horizon for a threephase voltage source inverter with LCL filter, using a reduced model of the converter. The main advantages of using ...
  • Leak localization in water distribution networks using fisher discriminant analysis 

    Romero Tapia, G.; De la Fuente Aparicio, María Jesús; Puig Cayuela, Vicenç (2018-01-01)
    Article
    Accés obert
    This paper addresses the problem of leak localization in water distribution networks (WDN) using Fisher Discriminant Analysis (FDA). First, the paper introduces how FDA can be used for leak localization using the information ...
  • Health-aware model predictive control of wind turbines using fatigue prognosis 

    Sánchez Sardi, Héctor Eloy; Escobet Canal, Teresa; Puig Cayuela, Vicenç; Fogh Odgaard, Peter (2018-04-01)
    Article
    Accés restringit per política de l'editorial
    Wind turbine components are subject to considerable fatigue because of extreme environmental conditions to which they are exposed, especially those located offshore. Wind turbine blades are under significant gravitational, ...

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