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Luis David Avendaño-Valencia

  • Dr
  • Postdoctoral Fellow
  • Swiss Federal Institute of Technology Zurich
  • 6h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 117CitationsNumber of citations received by Luis David's publications. Updated daily.

Research interests

Bayesian recursive estimationpattern recognitionsystem identificationDamage detection and identificationStructural Health Monitoring

About

I'm an Electronic Engineer and MSc in Industrial Automation from the National University of Colombia. Currently I'm working towards my PhD in Mechanical and Aeronautical Engineering in the University of Patras, Greece. My current research objectives are in the identification of non-stationary vibration response and fault detection and identification using TARMA modeling. I also have experience in filtering and classification of brain and heart signals.

Co-authors (31)

Publications (5)

  • Bayesian Multiple-Model Shm for Time-Dependent Structures : Application To Wind Turbine Diagnostics

    • Avendaño-Valencia L
    • Fassois S
    N/AReaders
    N/ACitations
  • Natural vibration response based damage detection for an operating wind turbine via Random Coefficient Linear Parameter Varying AR modelling

    • Avendaño-Valencia L
    • Fassois S
    N/AReaders
    N/ACitations
  • Non-stationary Random Coefficient Models for Vibration-based SHM in Structures Influenced by Strong Operational and Environmental Variability

    • Avendaño-Valencia L
    • Chatzi E
    • Spiridonakos M
    N/AReaders
    N/ACitations
    Get full text
  • On Multiple – Model Linear – Parameter – Varying Based SHM for Time-Dependent Structures Under Uncertainty

    • Avendaño-Valencia L
    • Fassois S
    N/AReaders
    N/ACitations
  • Surrogate modeling of nonstationary systems with uncertain properties

    • Avendaño-Valencia L
    • Chatzi E
    • Spiridonakos M
    N/AReaders
    N/ACitations

Professional experience

Postdoctoral Fellow

Swiss Federal Institute of Technology Zurich

June 2016 - Present

Postdoctoral Researcher

Mechanical Engineering & Aeronautics Department, University of Patras

January 2016 - May 2016(4 months)

PhD Candidate

Mechanical Engineering & Aeronautics Department, University of Patras

January 2013 - January 2016(3 years)

Marie Curie - Early Stage Researcher

Mechanical Engineering & Aeronautics Department, University of Patras

January 2011 - December 2013(3 years)

Assistant Researcher

Universidad Nacional de Colombia

January 2007 - December 2010(4 years)

Education history

PhD

Mechanical Engineering & Aeronautics Department, University of Patras

January 2011 - January 2016(5 years)

Master on Engineering - Industrial Automation

Facultad de Ingeniería y Arquitectura, Universidad Nacional de Colombia

January 2006 - June 2009(3 years)

Electronic Engineer

Facultad de Ingeniería y Arquitectura, Universidad Nacional de Colombia

February 2001 - December 2006(6 years)