Exploració per autor "Cirera Balcells, Josep"
Ara es mostren els items 1-8 de 8
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A data-driven-based industrial refrigeration optimization method considering demand forecasting
(2020-05-21)
Article
Accés obertOne of the main concerns of industry is energy efficiency, in which the paradigm of Industry 4.0 opens new possibilities by facing optimization approaches using data-driven methodologies. In this regard, increasing the ... -
Contributions to the energy management of industrial refrigeration systems: a data-driven perspective
(Universitat Politècnica de Catalunya, 2020-09-18)
Tesi
Accés obertNowadays, energy management has gained attention due to the constant increment of energy consumption in industry and the pollution problems that this fact supposes. On this subject, one of the main industrial sectors, the ... -
Data analytics for performance evaluation under uncertainties applied to an industrial refrigeration plant
(Institute of Electrical and Electronics Engineers (IEEE), 2019-01-01)
Article
Accés obertArtificial intelligence has bounced into industrial applications contributing several advantages to the field and have led to the possibility to open new ways to solve many actual problems. In this paper, a data-driven ... -
Data-driven operation performance evaluation of multi-chiller system using self-organizing maps
(Institute of Electrical and Electronics Engineers (IEEE), 2018)
Text en actes de congrés
Accés restringit per política de l'editorialIndustrial plants performance evaluation has become a difficult task due to the machinery complexity. Multi-chiller systems take up big proportion of energy in food and beverage companies. Complex refrigeration generation ... -
Improving the energy efficiency of industrial refrigeration systems by means of data-driven load management
(2020-09-05)
Article
Accés obertA common denominator in the vast majority of processes in the food industry is refrigeration. Such systems guarantee the quality and the requisites of the final product at the expense of high amounts of energy. In this ... -
Semisupervised refrigeration plant cooling disaggregation by means of deep neural network ensemble
(Institute of Electrical and Electronics Engineers (IEEE), 2019)
Text en actes de congrés
Accés restringit per política de l'editorialThe awareness of the energy usage has become a recurrent topic during the last decades. Identifying the end-use energy of each individual device can lead to a substantial improvement in efficiency and fault detection. The ... -
Study of diagnosis method based on novelty detection and classification algorithms applied to an end of line tester
(Universitat Politècnica de Catalunya, 2016-09)
Projecte Final de Màster Oficial
Accés restringit per decisió de l'autorThis project includes the study and development of an end of line tester diagnosis system. The inputs are torque signals from the EOLT and the outputs are the current states of the machine. A raw data study is implemented ... -
Transfer of boxes
(Universitat Politècnica de Catalunya, 2012-06-13)
Treball Final de Grau
Accés restringit per decisió de l'autorAquest projecte de fi de carrera té la finalitat d’efectuar el disseny, la supervisió i el control d’un sistema de transport i acumulació de caixes. Per una banda s’efectuarà el disseny del sistema d’acumulació i transport, ...
