Now showing items 1-7 of 7

    • A data-driven-based industrial refrigeration optimization method considering demand forecasting 

      Cirera Balcells, Josep; Cariño Corrales, Jesús Adolfo; Zurita Millán, Daniel; Ortega Redondo, Juan Antonio (2020-05-21)
      Article
      Open Access
      One 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 

      Cirera Balcells, Josep (Universitat Politècnica de Catalunya, 2020-09-18)
      Doctoral thesis
      Open Access
      Nowadays, 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 

      Cirera Balcells, Josep; Cariño Corrales, Jesús Adolfo; Zurita Millán, Daniel; Ortega Redondo, Juan Antonio (Institute of Electrical and Electronics Engineers (IEEE), 2019-01-01)
      Article
      Open Access
      Artificial 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 

      Cirera Balcells, Josep; Quiles Zaguirre, Maria; Cariño Corrales, Jesús Adolfo; Zurita Millán, Daniel; Ortega Redondo, Juan Antonio (Institute of Electrical and Electronics Engineers (IEEE), 2018)
      Conference report
      Restricted access - publisher's policy
      Industrial 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 

      Cirera Balcells, Josep; Cariño Corrales, Jesús Adolfo; Zurita Millán, Daniel; Ortega Redondo, Juan Antonio (2020-09-05)
      Article
      Open Access
      A 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 

      Cirera Balcells, Josep; Cariño Corrales, Jesús Adolfo; Zurita Millán, Daniel; Ortega Redondo, Juan Antonio (Institute of Electrical and Electronics Engineers (IEEE), 2019)
      Conference report
      Restricted access - publisher's policy
      The 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 ...
    • Transfer of boxes 

      Cirera Balcells, Josep (Universitat Politècnica de Catalunya, 2012-06-13)
      Bachelor thesis
      Restricted access - author's decision
      Aquest 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, ...