Browsing by Author "Ramirez Chavez, Mayra"

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    • Condition monitoring strategy based on spectral energy estimation and linear discriminant analysis applied to electric machines 

      Ramirez Chavez, Mayra; Saucedo Dorantes, Juan Jose; Romero Troncoso, René; Osornio Rios, Roque A.; Morales Velazquez, Luis; Delgado Prieto, Miquel (2018)
      Conference report
      Open Access
      Condition-based maintenance plays an important role to ensure the working condition and to increase the availability of the machinery. The feature calculation and feature extraction are critical signal processing that allow ...

    • Evaluation of multiclass novelty detection algorithms for electric machine monitoring 

      Ramirez Chavez, Mayra; Ruiz Soto, Lucía; Arellano Espitia, Francisco; Saucedo Dorantes, Juan Jose; Delgado Prieto, Miquel; Romeral Martínez, José Luis (Institute of Electrical and Electronics Engineers (IEEE), 2019)
      Conference report
      Restricted access - publisher's policy
      The detection of unexpected events represents, currently, one of the most critical challenges dealing with electromechanical system diagnosis. In this regard, machine learning based algorithms widely applied in other fields ...