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D-Index & Metrics

Engineering and Technology

D-Index
32
Citations
5570
World Ranking
9519
National Ranking
230

Overview

Hugues Garnier is affiliated with the University of Lorraine in France and has contributed extensively to the fields of engineering and computer science. Their research primarily focuses on control and systems engineering, electrical and electronic engineering, and artificial intelligence, with additional work in aerospace engineering and signal processing.

The main topics addressed in their work include fault detection and control systems, speech recognition and synthesis, machine fault diagnosis techniques, wireless power transfer systems, energy harvesting in wireless networks, advanced battery technologies research, and control systems and identification.

Garnier's publication record includes articles in the following venues:

  • IFAC-PapersOnLine
  • IEEE Transactions on Power Electronics
  • Reliability Engineering & System Safety
  • PHM Society European Conference
  • Control Engineering Practice

Recent papers authored or co-authored by Garnier include:

  • "A new Graphical User Interface for the CONTSID toolbox for Matlab," 2021, IFAC-PapersOnLine
  • "Data-Driven Modeling of Wireless Power Transfer Systems With Multiple Transmitters," 2020, IEEE Transactions on Power Electronics
  • "Data-Driven Modeling of Wireless Power Transfer Systems With Slowly Time-Varying Parameters," 2020, IEEE Transactions on Power Electronics
  • "Remaining Useful Life prediction based on physics-informed data augmentation," 2024, Reliability Engineering & System Safety
  • "Unsupervised Remaining Useful Life Prediction through Long Range Health Index Estimation based on Encoders-Decoders," 2022, IFAC-PapersOnLine

Frequent collaborators with Garnier include Fengwei Chen, Juan I. Yuz, Martin Hervé de Beaulieu, Mayank Jha, and Farid Cerbah.

Best Publications

  • Identification of Continuous-time Models from Sampled Data

    Hugues Garnier;Liuping Wang

  • Direct Identification of Continuous-time Models from Sampled Data: Issues, Basic Solutions and Relevance

    Hugues Garnier;Liuping Wang;Peter C. Young;Peter C. Young

  • The CONTSID Toolbox: A Software Support for Data-based Continuous-time Modelling

    Hugues Garnier;Marion Gilson;Thierry Bastogne;Michel Mensler

  • Continuous-time model identification from sampled data: Implementation issues and performance evaluation

    H. Garnier;M. Mensler;A. Richard

  • Parameter and differentiation order estimation in fractional models

    StéPhane Victor;Rachid Malti;Hugues Garnier;Alain Oustaloup

  • Refined instrumental variable methods for identification of LPV Box-Jenkins models

    Vincent Laurain;Marion Gilson;Roland Tóth;Hugues Garnier

  • Identification and estimation of continuous-time, data-based mechanistic (DBM) models for environmental systems

    Peter C. Young;Peter C. Young;Hugues Garnier

  • Direct continuous-time approaches to system identification. Overview and benefits for practical applications

    Hugues Garnier;Hugues Garnier

  • Direct continuous-time approaches to system identification. Overview and benefits for practical applications

    Hugues Garnier

  • An optimal IV technique for identifying continuous-time transfer function model of multiple input systems

    Hugues Garnier;Marion Gilson;Peter Young;Peter Young;Eric Huselstein

  • Accurate Lithium-ion battery parameter estimation with continuous-time system identification methods

    Bing Xia;Bing Xia;Xin Zhao;Raymond de Callafon;Hugues Garnier;Hugues Garnier

  • Numerical illustrations of the relevance of direct continuous-time model identification

    G.P. Rao;H. Garnier

  • The advantages of directly identifying continuous-time transfer function models in practical applications

    Hugues Garnier;Peter C. Young

  • Optimal instrumental variable method for closed-loop identification

    M. Gilson;H. Garnier;Peter C Young;P.M.J. Van den Hof

  • An optimal instrumental variable method for continuous-time fractional model identification

    Rachid Malti;Stéphane Victor;Alain Oustaloup;Hugues Garnier

  • Robust identification of continuous-time models with arbitrary time-delay from irregularly sampled data

    Fengwei Chen;Fengwei Chen;Hugues Garnier;Hugues Garnier;Marion Gilson;Marion Gilson

  • A PMF-based subspace method for continuous-time model identification. Application to a multivariable winding process

    T. Bastogne;H. Garnier;P. Sibille

  • Refined Instrumental Variable Identification of Continuous-time Hybrid Box-Jenkins Models

    Peter C. Young;Peter C. Young;Hugues Garnier;Marion Gilson

  • Time-domain approaches to continuous-time model identification of dynamical systems from sampled data

    H. Garnier;P. Young

  • A bias-eliminated least-squares method for continuous-time model identification of closed-loop systems

    H. Garnier;M. Gilson;W. X. Zheng

  • Instrumental variable scheme for closed-loop LPV model identification

    Roland TóTh;Vincent Laurain;Marion Gilson;Hugues Garnier

  • Identification of continuous-time errors-in-variables models

    Kaushik Mahata;Hugues Garnier

  • Generalised hold functions for fast sampling rates

    J.I. Yuz;G.C. Goodwin;H. Gamier

  • Refined Instrumental Variable methods for closed-loop system identification

    Marion Gilson;Hugues Garnier;Peter C. Young;Paul M.J. Van den Hof

  • Direct identification of continuous-time errors-in-variables models

    Kaushik Mahata;Hugues Garnier

Frequent Co-Authors

Peter C. Young
Peter C. Young Lancaster University
Chris Mi
Chris Mi San Diego State University
Paul M.J. Van den Hof
Paul M.J. Van den Hof Eindhoven University of Technology
Truong Q. Nguyen
Truong Q. Nguyen University of California, San Diego
Liuping Wang
Liuping Wang RMIT University
Lennart Ljung
Lennart Ljung Linköping University
Graham C. Goodwin
Graham C. Goodwin University of Newcastle Australia
Wei Xing Zheng
Wei Xing Zheng Western Sydney University
Marian K. Kazimierczuk
Marian K. Kazimierczuk Wright State University
Alain Oustaloup
Alain Oustaloup University of Bordeaux

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