Now showing items 1-20 of 32

    • A methodology for energy prediction and optimization of a system based on the Energy Hub Concept using Particle Swarms 

      Kampouropoulos, Konstantinos; Andrade, Fabio; Cárdenas Araújo, Juan José; Romeral Martínez, José Luis (2012)
      Conference report
      Open Access
      In this paper, a methodology for the energy prediction for the different consumptions of a system based in the Energy Hub concept is presented. The methodology that has been used for the energy prediction is based on an ...
    • A new forecasting approach for the hospitality industry 

      Claveria, Oscar; Monte Moreno, Enrique; Torra Porras, Salvador (2015-10-01)
      Article
      Open Access
      Purpose – This study aims to apply a new forecasting approach to improve predictions in the hospitality industry. To do so, the authors developed a multivariate setting that allows the incorporation of the cross-correlations ...
    • An energy prediction method using adaptive Neuro-Fuzzy Inference System and Genetic Algorithms 

      Kampouropoulos, Konstantinos; Cárdenas Araújo, Juan José; Giacometto Torres, Francisco; Romeral Martínez, José Luis (2013)
      Conference report
      Restricted access - publisher's policy
      This document presents an energy forecast methodology using Adaptive Neuro-Fuzzy Inference System (ANFIS) and Genetic Algorithms (GA). The GA has been used for the selection of the training inputs of the ANFIS in order to ...
    • Anàlisi de l'adequació d'una terminal a l'evolució del trànsit aeri 

      Vicens Berenguer, Marta (Universitat Politècnica de Catalunya, 2017-02-13)
      Bachelor thesis
      Restricted access - confidentiality agreement
    • Análisis, modelización y predicción de partidos de baloncesto 

      Moncosí Linares, Luis (Universitat Politècnica de Catalunya, 2021-01-28)
      Bachelor thesis
      Open Access
      Aquest treball explica i posa en pràctica els passos a seguir en un projecte de mineria de dades. El present projecte està realitzat de tal manera que la informació explicada sigui comprensible tant per a novells com a ...
    • Año nuevo, nueva singularidad 

      Barceló Garcia, Miquel (2007-01)
      Article
      Open Access
    • Aplicació de tècniques de ‘Data Science’ a la predicció de resultats esportius 

      Alemany Sadurní, Roger (Universitat Politècnica de Catalunya, 2021-11-01)
      Master thesis
      Open Access
      En aquest projecte desenvolupa la metodologia CRISP-DM, una metodologia extensament aplicada en l’àmbit de la ciència de dades i mineria de dades, amb l’objectiu de predir resultats esportius de la NBA. Primer de tot es ...
    • Aplicación de modelos de regresión en la predicción de calificaciones de estudiantes de la ETSEIB 

      Sánchez Peláez, Antonio (Universitat Politècnica de Catalunya, 2021-11-01)
      Bachelor thesis
      Open Access
      El presente documento trata sobre el estudio de técnicas de regresión para la predicción de las calificaciones del tercer cuatrimestre de los alumnos del Grado en Ingeniería en Tecnologías Industrias de la Escuela Técnica ...
    • Assimilation of MODIS Dark Target and Deep Blue observations in the dust aerosol component of NMMB-MONARCH version 1.0 

      di Tomaso, Enza; Schutgens, Nick A. J.; Jorba, Oriol; Pérez García-Pando, Carlos (European Geosciences Union (EGU), 2017-03-10)
      Article
      Open Access
      A data assimilation capability has been built for the NMMB-MONARCH chemical weather prediction system, with a focus on mineral dust, a prominent type of aerosol. An ensemble-based Kalman filter technique (namely the local ...
    • Data pre-processing for neural network-based forecasting: does it really matter? 

      Claveria, Oscar; Monte Moreno, Enrique; Torra Porras, Salvador (2015-11-04)
      Article
      Open Access
      This study aims to analyze the effects of data pre-processing on the forecasting performance of neural network models. We use three different Artificial Neural Networks techniques to predict tourist demand: multi-layer ...
    • Demand forecasting for real-time operational control 

      Saludes Closa, Jordi; Quevedo Casín, Joseba Jokin; Puig Cayuela, Vicenç (Springer, 2017)
      Part of book or chapter of book
      Restricted access - publisher's policy
      This book presents a set of approaches for the real-time monitoring and control of drinking-water networks based on advanced information and communication technologies. It shows the reader how to achieve significant ...
    • Estudio de modelos de propósitos de crisis económicas 

      Ferrer Cebrian, Gregorio (Universitat Politècnica de Catalunya, 2020-07-14)
      Bachelor thesis
      Open Access
      Aquest document presenta l’estudi de diferents models de predicció de crisis econòmiques fent us de tècniques d’intel·ligència artificial i el posterior desenvolupament de un model basat en els models estudiats prèviament. En ...
    • Estudio de técnicas de prognosis para estimar en tiempo real la vida útil de un sistema mecánico degradado 

      Palmero Reyes, Fayna Arminda (Universitat Politècnica de Catalunya, 2018-06-19)
      Master thesis
      Restricted access - author's decision
      En el presente Trabajo de Fin de Máster se ha llevado a cabo el estudio de diferentes técnicas de prognosis basadas en señales que determinan la vida útil restante o RUL (Remaining Useful Life) de sistemas mecánicos ...
    • Evolutionary computation for macroeconomic forecasting 

      Claveria, Oscar; Monte Moreno, Enrique; Torra Porras, Salvador (2017-11-07)
      Article
      Open Access
      The main objective of this study is twofold. First, we propose an empirical modelling approach based on genetic programming to forecast economic growth by means of survey data on expectations. We use evolutionary algorithms ...
    • Go with the flow: Recurrent networks for wind time series multi-step forecasting 

      Manero Font, Jaume; Béjar Alonso, Javier; Cortés García, Claudio Ulises (IOS Press, 2018)
      Conference report
      Open Access
      One of the ways of reducing the effects of Climate Change is to rely on renewable energy sources. Their intermittent nature makes necessary to obtain a mid-long term accurate forecasting. Wind Energy prediction is based ...
    • Industrial process condition forecasting methodology based on neo-fuzzy neuron and self-organizing maps 

      Zurita Millán, Daniel; Delgado Prieto, Miquel; Cariño Corrales, Jesús Adolfo; Clerc, Guy; Ortega Redondo, Juan Antonio; Razik, Hubert; Osornio Rios, Roque A. (2019-08-01)
      Article
      Open Access
      The condition forecasting of industrial processes represents a key factor to allow the future generation of industrial manufacturing plants. In this regard, this paper presents a novel soft-computing based methodology for ...
    • La prospección del futuro 

      Barceló Garcia, Miquel (2006-06)
      Article
      Open Access
    • La psicohistoria como prospectiva 

      Barceló Garcia, Miquel (2000-10)
      Article
      Open Access
    • Link between autumnal Arctic Sea ice and Northern Hemisphere winter forecast skill 

      Acosta Navarro, Juan C.; Ortega, Pablo; Batté, Lauriane; Smith, Doug; Bretonnière, Pierre-Antoine; Guemas, Virginie; Massonnet, François; Sicardi, Valentina; Torralba, Veronica; Tourigny, Etienne; Doblas-Reyes, Francisco (American Geophysical Union (AGU), 2020-02-28)
      Article
      Open Access
      Dynamical forecast systems have low to moderate skill in continental winter predictions in the extratropics. Here we assess the multimodel predictive skill over Northern Hemisphere high latitudes and midlatitudes using ...
    • Long term extrapolation of wind shear using seasonal short-term data 

      Bonilla Minguillón, Eric (Universitat Politècnica de Catalunya, 2020-07-09)
      Master thesis
      Open Access
      In the transition towards a global energy generation system based on renewable sources, the wind industry has an important role making it possible. One of the key elements in the renewable energy projects is the resource ...