703 research outputs found
Indoor Positioning for Monitoring Older Adults at Home: Wi-Fi and BLE Technologies in Real Scenarios
This paper presents our experience on a real case of applying an indoor localization system formonitoringolderadultsintheirownhomes. Sincethesystemisdesignedtobeusedbyrealusers, therearemanysituationsthatcannotbecontrolledbysystemdevelopersandcanbeasourceoferrors. This paper presents some of the problems that arise when real non-expert users use localization systems and discusses some strategies to deal with such situations. Two technologies were tested to provide indoor localization: Wi-Fi and Bluetooth Low Energy. The results shown in the paper suggest that the Bluetooth Low Energy based one is preferable in the proposed task
Machine learning techniques suitability to estimate the retained capacity in lithium-ion batteries from partial charge/discharge curves
The accurate estimation of the retained capacity in a lithium-ion battery is an essential requirement for the electric vehicles. The aging of the batteries depends on parameters and factors that are not easily monitored by the battery management system. This paper analyzes the ability of various machine learning algorithms to deal with the data generated by the battery management system during the partial charging/discharging process to instantly diagnose and estimate the retained capacity of the battery. Experimental data from an online dataset containing thousands of battery cycles are used for training and validation of the different models. Results demonstrate that the developed convolutional neural network outperforms the rest of the machine learning algorithms implemented, regardless of the portion of the cycle registered by the battery management system. The estimates obtained outperform most previous references. However, the estimation error values registered when analyzing partial cycles with depths lower than 50 % (above 1.5 %) remain too high to validate any of the analyzed algorithms as a solution for commercial systems.Funding for open access charge: CRUE-Universitat Jaume
Pròleg
Presentació i context teatral dels dramaturgs valencians J. Bernat i Baldoví i Eduard Escalante, que serveix d'introducció a una edició divulgativa d'"El virgo de Visanteta" i "Pasqualo i Visanteta", del primer, i "Tres Forasters de Madrid", del segon
De fosses i fantasmes. Memòria, trauma i identitat en l’escena catalana actual
La investigació s’ha elaborat en el marc del projecte emergent “Història i poètiques de la memòria: La violència política en la representació del franquisme (1977-2007)”, (Universitat d’Alacant, GRE13-29)
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