World's Best Scientists 2026 revealed!

D-Index & Metrics

Electronics and Electrical Engineering

D-Index
59
Citations
21391
World Ranking
1693
National Ranking
17

Overview

Jérôme Antoni is affiliated with the Institut National des Sciences Appliquées de Lyon in France. Their research spans primarily the field of engineering, with a strong focus on subfields including control and systems engineering, mechanical engineering, civil and structural engineering, mechanics of materials, and signal processing.

The scientist's work covers various topics within engineering, emphasizing:

  • Machine fault diagnosis techniques
  • Structural health monitoring techniques
  • Gear and bearing dynamics analysis
  • Aerodynamics and acoustics in jet flows
  • Vehicle noise and vibration control
  • Acoustic wave phenomena research
  • Hydraulic and pneumatic systems

Jérôme Antoni has published extensively, with a notable presence in several academic venues. Frequent publication venues include:

  • Mechanical Systems and Signal Processing
  • The Journal of the Acoustical Society of America
  • IEEE Transactions on Instrumentation and Measurement
  • Journal of Sound and Vibration
  • Renewable Energy

Representative recent papers demonstrate the focus and scope of their work:

  • Blind filters based on envelope spectrum sparsity indicators for bearing and gear vibration-based condition monitoring, 2020, Mechanical Systems and Signal Processing
  • Improved Envelope Spectrum via Feature Optimisation-gram (IESFOgram): A novel tool for rolling element bearing diagnostics under non-stationary operating conditions, 2020, Mechanical Systems and Signal Processing
  • Why EMD and similar decompositions are of little benefit for bearing diagnostics, 2023, Mechanical Systems and Signal Processing
  • Fault Diagnosis of Wheelset Bearings in High-Speed Trains Using Logarithmic Short-Time Fourier Transform and Modified Self-Calibrated Residual Network, 2021, IEEE Transactions on Industrial Informatics
  • Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherence, 2022, Mechanical Systems and Signal Processing

Their collaborative work includes frequent co-authorship with several researchers including Quentin Leclère, Cédric Peeters, Jan Helsen, Antoine Tahan, and Christine Monette.

Best Publications

  • Rolling element bearing diagnostics—A tutorial

    Robert B. Randall;Jérôme Antoni

  • Fast computation of the kurtogram for the detection of transient faults

    Jérôme Antoni

  • The spectral kurtosis: a useful tool for characterising non-stationary signals

    Jérôme Antoni

  • The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines

    Jérôme Antoni;R.B. Randall

  • THE RELATIONSHIP BETWEEN SPECTRAL CORRELATION AND ENVELOPE ANALYSIS IN THE DIAGNOSTICS OF BEARING FAULTS AND OTHER CYCLOSTATIONARY MACHINE SIGNALS

    R.B. Randall;J. Antoni;S. Chobsaard

  • Cyclostationarity by examples

    Jérôme Antoni

  • Cyclostationary modelling of rotating machine vibration signals

    J. Antoni;F. Bonnardot;A. Raad;M. El Badaoui

  • The infogram: Entropic evidence of the signature of repetitive transients

    Jerome Antoni

  • Differential Diagnosis of Gear and Bearing Faults

    J. Antoni;R. B. Randall

  • Cyclic spectral analysis in practice

    Jérôme Antoni

  • Fast computation of the spectral correlation

    Jérôme Antoni;Ge Xin;Nacer Hamzaoui

  • Blind separation of vibration components: Principles and demonstrations

    Jérôme Antoni

  • A Stochastic Model for Simulation and Diagnostics of Rolling Element Bearings With Localized Faults

    J. Antoni;R. B. Randall

  • EFFECTIVE VIBRATION ANALYSIS OF IC ENGINES USING CYCLOSTATIONARITY. PART I-A METHODOLOGY FOR CONDITION MONITORING

    J. Antoni;J. Daniere;F. Guillet

  • Indicators of cyclostationarity: Theory and application to gear fault monitoring

    Amani Raad;Jérôme Antoni;Ménad Sidahmed

  • Unsupervised noise cancellation for vibration signals: part I—evaluation of adaptive algorithms

    J. Antoni;R.B. Randall

  • A two-step procedure for estimation of instantaneous rotational speed with large fluctuations

    Jacek Urbanek;Tomasz Barszcz;Jerome Antoni

  • A statistical methodology for the design of condition indicators

    Jérôme Antoni;Pietro Borghesani;Pietro Borghesani

  • Unsupervised noise cancellation for vibration signals: part II—a novel frequency-domain algorithm

    J. Antoni;R.B. Randall

  • A review of output-only structural mode identification literature employing blind source separation methods

    A. Sadhu;S. Narasimhan;J. Antoni

  • Envelope analysis of rotating machine vibrations in variable speed conditions: A comprehensive treatment

    D. Abboud;J. Antoni;S. Sieg-Zieba;M. Eltabach

Frequent Co-Authors

Johan Schoukens
Johan Schoukens Eindhoven University of Technology
Karine Anselme
Karine Anselme University of Upper Alsace
Rik Pintelon
Rik Pintelon Vrije Universiteit Brussel
Walter Kellermann
Walter Kellermann University of Erlangen-Nuremberg

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