Switch to: References

Add citations

You must login to add citations.
  1. Data dimensionality reduction for an optimal switching mode classification applied to a step-down power converter.Luis-Alfonso Fernandez-Serantes, José-Luis Casteleiro-Roca, Hubert Berger, Dragan Simić & José-Luis Calvo-Rolle - forthcoming - Logic Journal of the IGPL.
    A dimensional reduction algorithm is applied to an intelligent classification model with the purpose of improving the efficiency and accuracy. The proposed classification model, used to distinguish the operating mode: Hard- and Soft-Switching, is presented and an analysis of the synchronized rectified step-down converter is done. With the aim of improving the accuracy and reducing the computational cost of the model, three different methods for dimensional reduction are applied to the input dataset of the model: self-organizing maps, principal component analysis (...)
    Direct download (2 more)  
     
    Export citation  
     
    Bookmark  
  • A One-class Classifier Based on a Hybrid Topology to Detect Faults in Power Cells.Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Gianni Vercelli & José Luis Calvo-Rolle - 2022 - Logic Journal of the IGPL 30 (4):679-694.
    The use of batteries became essential in our daily life in electronic devices, electric vehicles and energy storage systems in general terms. As they play a key role in many devices, their design and implementation must follow a thorough test process to check their features at different operating points. In this circumstance, the appearance of any kind of deviation from the expected operation must be detected. This research deals with real data registered during the testing phase of a lithium iron (...)
    Direct download (3 more)  
     
    Export citation  
     
    Bookmark