Browsing Articles publicats (Informàtica i Enginyeria Industrial) by Author "Gabaldon Ponsa, Eloi"
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Blacklist muti-objective genetic algorithm for energy saving in heterogeneous environments
Gabaldon Ponsa, Eloi; Lérida Monsó, Josep Lluís; Guirado Fernández, Fernando; Planes Cid, Jordi (Springer, 2017)Reducing energy consumption in large-scale computing facilities has become a major concern in recent years. Most of the techniques have focused on determining the computing requirements based on load predictions and thus ... -
Multi-criteria genetic algorithm applied to scheduling in multi-cluster environments
Gabaldon Ponsa, Eloi; Guirado Fernández, Fernando; Planes Cid, Jordi (Springer, 2015)Scheduling and resource allocation to optimize performance criteria in multi-cluster heterogeneous environments is known as an NP-hard problem, not only for the resource heterogeneity, but also for the possibility of ... -
User behaviour models to forecast electricity consumption of residential customers based on smart metering data
Lazzari, Florencia; Mor Martínez, Gerard; Cipriano, Jordi; Gabaldon Ponsa, Eloi; Grillone, Benedetto; Chemisana Villegas, Daniel; Solsona Tehàs, Francesc (Elsevier, 2022)This paper presents a novel approach to forecast day-ahead electricity consumption for residential households where highly irregular human behaviour plays a significant role. The methodology requires data from fiscal ...