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D-Index & Metrics

Mechanical and Aerospace Engineering

D-Index
60
Citations
22631
World Ranking
678
National Ranking
27

Robert B. Randall publication distribution in Mechanical and Aerospace Engineering in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Mechanical and Aerospace Engineering in 2026. The highlighted bar marks where Robert B. Randall sits on this spectrum.

47–56 publications: 10 scientists 57–66 publications: 23 scientists 67–76 publications: 32 scientists 77–86 publications: 62 scientists 87–96 publications: 67 scientists 97–106 publications: 91 scientists 107–116 publications: 113 scientists 117–126 publications: 115 scientists 127–136 publications: 130 scientists 137–146 publications: 140 scientists 147–156 publications: 155 scientists 157–166 publications: 132 scientists 167–176 publications: 133 scientists 177–186 publications: 130 scientists 187–196 publications: 140 scientists 197–206 publications: 115 scientists 207–216 publications: 125 scientists 217–226 publications: 117 scientists 227–236 publications: 99 scientists 237–246 publications: 92 scientists 247–256 publications: 100 scientists 257–266 publications: 95 scientists 267–276 publications: 88 scientists 277–286 publications: 77 scientists 287–296 publications: 74 scientists 297–306 publications: 74 scientists 307–316 publications: 62 scientists 317–326 publications: 70 scientists 327–336 publications: 59 scientists 337–346 publications: 58 scientists 347–356 publications: 45 scientists 357–366 publications: 44 scientists 367–376 publications: 36 scientists 377–386 publications: 41 scientists 387–396 publications: 32 scientists 397–406 publications: 23 scientists 407–416 publications: 28 scientists 417–426 publications: 27 scientists 427–436 publications: 25 scientists 437–446 publications: 23 scientists 447–456 publications: 23 scientists 457–466 publications: 20 scientists 467–476 publications: 12 scientists 477–486 publications: 24 scientists 487–496 publications: 18 scientists 497–506 publications: 12 scientists 507–516 publications: 13 scientists 517–526 publications: 21 scientists 527–536 publications: 12 scientists 537–546 publications: 8 scientists 547–556 publications: 16 scientists 557–566 publications: 3 scientists 567–576 publications: 11 scientists 577–586 publications: 6 scientists 587–596 publications: 5 scientists 597–606 publications: 6 scientists 607–616 publications: 7 scientists 617–626 publications: 7 scientists 627–636 publications: 10 scientists 637–646 publications: 4 scientists 647–656 publications: 3 scientists 657–658 publications: 2 scientists 659+ publications: 100 scientists
47 publications 659+

This scientist: 207 publications — 47th percentile

47% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 659 publications or more.

Robert B. Randall D-index placement in Mechanical and Aerospace Engineering in 2026

The chart shows the D-index (discipline H-index) distribution of Mechanical and Aerospace Engineering scientists ranked by Research.com in 2026. The highlighted bar marks where Robert B. Randall sits on this spectrum.

30 D-Index: 83 scientists 31 D-Index: 113 scientists 32 D-Index: 144 scientists 33 D-Index: 153 scientists 34 D-Index: 189 scientists 35 D-Index: 158 scientists 36 D-Index: 139 scientists 37 D-Index: 127 scientists 38 D-Index: 130 scientists 39 D-Index: 126 scientists 40 D-Index: 104 scientists 41 D-Index: 100 scientists 42 D-Index: 107 scientists 43 D-Index: 101 scientists 44 D-Index: 103 scientists 45 D-Index: 79 scientists 46 D-Index: 88 scientists 47 D-Index: 70 scientists 48 D-Index: 83 scientists 49 D-Index: 44 scientists 50 D-Index: 64 scientists 51 D-Index: 56 scientists 52 D-Index: 50 scientists 53 D-Index: 48 scientists 54 D-Index: 58 scientists 55 D-Index: 52 scientists 56 D-Index: 48 scientists 57 D-Index: 42 scientists 58 D-Index: 34 scientists 59 D-Index: 42 scientists 60 D-Index: 37 scientists 61 D-Index: 42 scientists 62 D-Index: 44 scientists 63 D-Index: 22 scientists 64 D-Index: 33 scientists 65 D-Index: 29 scientists 66 D-Index: 23 scientists 67 D-Index: 29 scientists 68 D-Index: 24 scientists 69 D-Index: 19 scientists 70 D-Index: 34 scientists 71 D-Index: 26 scientists 72 D-Index: 19 scientists 73 D-Index: 18 scientists 74 D-Index: 19 scientists 75 D-Index: 14 scientists 76 D-Index: 19 scientists 77 D-Index: 8 scientists 78 D-Index: 18 scientists 79 D-Index: 16 scientists 80 D-Index: 12 scientists 81 D-Index: 17 scientists 82 D-Index: 11 scientists 83 D-Index: 16 scientists 84 D-Index: 7 scientists 85 D-Index: 9 scientists 86 D-Index: 8 scientists 87 D-Index: 6 scientists 88 D-Index: 6 scientists 89 D-Index: 7 scientists 90 D-Index: 10 scientists 91 D-Index: 4 scientists 92 D-Index: 4 scientists 93+ D-Index: 100 scientists
30 D-Index 93+

This scientist: 60 D-Index — 80th percentile

80% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 93 D-Index or more.

Overview

Robert B. Randall is affiliated with the University of New South Wales in Australia. Their research primarily focuses on engineering, with a significant emphasis on mechanical engineering and related subfields.

The main fields of study in their work include:

  • Engineering

Within engineering, the prominent subfields they have contributed to are:

  • Mechanical Engineering
  • Control and Systems Engineering
  • Civil and Structural Engineering
  • Mechanics of Materials
  • Statistics, Probability and Uncertainty

Their research spans several topics related to machinery dynamics and diagnostics, including:

  • Gear and Bearing Dynamics Analysis
  • Machine Fault Diagnosis Techniques
  • Advanced machining processes and optimization
  • Structural Health Monitoring Techniques
  • Tribology and Lubrication Engineering
  • Advanced Measurement and Metrology Techniques
  • Hydraulic and Pneumatic Systems

Robert B. Randall has published frequently in the following venues:

  • Mechanical Systems and Signal Processing
  • Mechanism and Machine Theory
  • Journal of Dynamics Monitoring and Diagnostics
  • Wear
  • Journal of Sound and Vibration

Among their recent papers are:

  • 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
  • Use of cyclostationary properties of vibration signals to identify gear wear mechanisms and track wear evolution, 2020, Mechanical Systems and Signal Processing
  • Vibration-based monitoring and prediction of surface profile change and pitting density in a spur gear wear process, 2021, Mechanical Systems and Signal Processing
  • Why EMD and similar decompositions are of little benefit for bearing diagnostics, 2023, Mechanical Systems and Signal Processing
  • Bearing diagnostics under strong electromagnetic interference based on Integrated Spectral Coherence, 2020, Mechanical Systems and Signal Processing

Frequent co-authors collaborating with Randall include:

  • Wade A. Smith
  • Zhongxiao Peng
  • Pietro Borghesani
  • Jérôme Antoni
  • Ke Feng

Best Publications

  • Rolling element bearing diagnostics—A tutorial

    Robert B. Randall;Jérôme Antoni

  • Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study

    Wade A. Smith;Robert B. Randall

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

    Jérôme Antoni;R.B. Randall

  • Frequency Analysis

    R. B. Randall

  • Vibration-based Condition Monitoring: Industrial, Aerospace and Automotive Applications

    Robert Bond 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

  • The enhancement of fault detection and diagnosis in rolling element bearings using minimum entropy deconvolution combined with spectral kurtosis

    N. Sawalhi;R.B. Randall;H. Endo

  • OPTIMISATION OF BEARING DIAGNOSTIC TECHNIQUES USING SIMULATED AND ACTUAL BEARING FAULT SIGNALS

    D. Ho;R.B. Randall

  • A New Method of Modeling Gear Faults

    R. B. Randall

  • Application of spectral kurtosis for detection of a tooth crack in the planetary gear of a wind turbine

    Tomasz Barszcz;Robert B. Randall

  • Simulating gear and bearing interactions in the presence of faults. Part I. The combined gear bearing dynamic model and the simulation of localised bearing faults

    N. Sawalhi;R.B. Randall

  • Enhancement of autoregressive model based gear tooth fault detection technique by the use of minimum entropy deconvolution filter

    H. Endo;R.B. Randall

  • Differential Diagnosis of Gear and Bearing Faults

    J. Antoni;R. B. Randall

  • Use of the acceleration signal of a gearbox in order to perform angular resampling (with limited speed fluctuation)

    F. Bonnardot;M. El Badaoui;R.B. Randall;J. Danière

  • Vibration response of spalled rolling element bearings: Observations, simulations and signal processing techniques to track the spall size

    N. Sawalhi;R.B. Randall

  • A history of cepstrum analysis and its application to mechanical problems

    Robert B. Randall

  • Application of cepstrum pre-whitening for the diagnosis of bearing faults under variable speed conditions

    Pietro Borghesani;Paolo Pennacchi;Robert Randall;Nader Sawalhi

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

    J. Antoni;R. B. Randall

  • Rolling element bearing fault diagnosis based on the combination of genetic algorithms and fast kurtogram

    Yongxiang Zhang;R.B. Randall

  • Vibration–based Condition Monitoring

    Unknown

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

    J. Antoni;R.B. Randall

Frequent Co-Authors

Wade A. Smith
Wade A. Smith University of New South Wales
Jérôme Antoni
Jérôme Antoni Institut National des Sciences Appliquées de Lyon
Zhongxiao Peng
Zhongxiao Peng University of New South Wales
Bart Peeters
Bart Peeters Siemens (Belgium)
Wim Desmet
Wim Desmet KU Leuven
David Thompson
David Thompson University of Southampton
Paolo Pennacchi
Paolo Pennacchi Polytechnic University of Milan
Jianchun Li
Jianchun Li University of Technology Sydney
Huaizhong Li
Huaizhong Li Griffith University
Sami Kara
Sami Kara University of New South Wales

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