Publications in collaboration with researchers from Universidad de Burgos (23)

2024

  1. Vibration-based monitoring of agro-industrial machinery using a k-Nearest Neighbors (kNN) classifier with a Harmony Search (HS) frequency selector algorithm

    Computers and Electronics in Agriculture, Vol. 217

2023

  1. A Deep Learning Image System for Classifying High Oleic Sunflower Seed Varieties

    Sensors, Vol. 23, Núm. 5

2020

  1. Application of composite spectrum in agricultural machines

    Sensors (Switzerland), Vol. 20, Núm. 19, pp. 1-22

  2. Comparison of Methodologies for the Detection of Multiple Failures Using Acoustic Images in Fan Matrices

    Shock and Vibration, Vol. 2020

2019

  1. A failure detection methodology using new features of acoustic images of a fan matrix

    INTER-NOISE 2019 MADRID - 48th International Congress and Exhibition on Noise Control Engineering

  2. A failure detection methodology using new features of acoustic images of a fan matrix

    INTER-NOISE 2019 MADRID - 48th International Congress and Exhibition on Noise Control Engineering

  3. Fault detection methodology for a fan matrix based on svm classification of acoustic images

    Applied Condition Monitoring (Springer), pp. 221-228

2018

  1. Implementation of a virtual microphone array to obtain high resolution acoustic images

    Sensors (Switzerland), Vol. 18, Núm. 1

2017

  1. Acoustic sources analysis using a virtual array based on MEMS microphones

    24th International Congress on Sound and Vibration, ICSV 2017

  2. Blind 3D localization and separation of multiple vibration and acoustic sources simultaneously active

    Proceedings of IEEE Sensors

  3. Could an array of MEMS microphones be used to monitor machinery condition or diagnose failures?

    24th International Congress on Sound and Vibration, ICSV 2017

  4. First steps on fan matrix condition monitoring and fault diagnosis using an array of digital mems microphones

    Proceedings of Meetings on Acoustics

  5. Sistema acústico de procesado en array basado en sensores MEMS de alta dimensionalidad para biometría y análisis de ruido y vibraciones

    Revista española de electrónica, Núm. 749, pp. 60-61

  6. Using a Planar Array of MEMS Microphones to Obtain Acoustic Images of a Fan Matrix

    Journal of Sensors, Vol. 2017

2016

  1. Design and Characterization of a 2D Array of MEMS Microphones for Acoustical Imaging

    SENSORS AND ELECTRONIC INSTRUMENTATION ADVANCES (SEIA)

  2. Design and evaluation of a scalable and reconfigurable multi-platform system for acoustic imaging

    Sensors (Switzerland), Vol. 16, Núm. 10

2015

  1. An Artificial Neural Network based expert system fitted with Genetic Algorithms for detecting the status of several rotary components in agro-industrial machines using a single vibration signal

    Expert Systems with Applications, Vol. 42, Núm. 17-18, pp. 6433-6441

2014

  1. An SVM-Based classifier for estimating the state of various rotating components in Agro-Industrial machinery with a vibration signal acquired from a single point on the machine chassis

    Sensors (Switzerland), Vol. 14, Núm. 11, pp. 20713-20735

  2. The influence of tractor-seat height above the ground on lateral vibrations

    Sensors (Switzerland), Vol. 14, Núm. 10, pp. 19713-19730

2013

  1. A Kalman filter implementation for precision improvement in Low-Cost GPS positioning of tractors

    Sensors (Switzerland), Vol. 13, Núm. 11, pp. 15307-15323