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J

John S. Sakellariou

University of Patras

20H-index
79Paper Count
1.2KCitation Count
Published Papers 32
Publication Date
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Transmittance function-based robust detection, isolation and precise estimation of degradation in railway vehicle suspension components under varying travelling conditions
errRailway Engineering Science
IF5.4
err2026-01-28
err0
errOAAI
errPanayotis E. Spiliotopoulos; John S. Sakellariou
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A Machine Learning Vibration-Based Methodology for Robust Detection and Severity Characterization of Gear Incipient Faults Under Variable Working Speed and Load
errMachines
IF2.5
err2025-12-19
err0
PREAI
errBourdalos, Dimitrios M.; Sakellariou, John S.
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A stochastic data-driven multiple-input single-output transmittance based methodology for vehicle-level robust condition monitoring of railway suspensions under varying operating conditions
errVehicle System Dynamics
IF3.9
err2025-10-29
err0
PREAI
errGeorgios Vlachospyros; Spilios D. Fassois; John S. Sakellariou
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A statistical time series model-based method for robust detection of incipient faults in rotating machinery under different operating conditions
errMechanical Systems and Signal Processing
IF8.9
err2025-08-27
err0
errOAAI
errD.M. Bourdalos; J.S. Sakellariou
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Machine Learning-Based Damage Diagnosis in Floating Wind Turbines Using Vibration Signals: A Lab-Scale Study Under Different Wind Speeds and Directions
errSENSORS
IF3.5
err2025-02-14
err0
errOAAI
errKorolis, John S.; Bourdalos, Dimitrios M.; Sakellariou, John S.
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Robust on-board detection of hunting on railway vehicles via dynamics-based multi-sensor stochastic methods
errVEHICLE SYSTEM DYNAMICS
IF3.9
err2025-02-01
err0
PREAI
errKritikakos, K.; Fassois, S. D.; Sakellariou, J. S.
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Vibration-Based SHM in the Synthetic Mooring Lines of the Semisubmersible OO-Star Wind Floater under Varying Environmental and Operational Conditions
errSENSORS
IF3.5
err2024-01-15
err5
errOAAI
errAnastasiadis, Nikolas P.; Sakaris, Christos S.; Schlanbusch, Rune; Sakellariou, John S.; Ono, Kanji; Ozevin, Didem
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Remaining Useful Life Estimation of Hollow Worn Railway Vehicle Wheels via On-Board Random Vibration-Based Wheel Tread Depth Estimation
errSENSORS
IF3.5
err2024-01-08
err1
errOAAI
errIliopoulos, Ilias A.; Sakellariou, John S.
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On-board vibration-based robust and unsupervised degradation detection in railway suspensions under various travelling speeds via a Multiple Model framework
errVEHICLE SYSTEM DYNAMICS
IF3.9
err2023-07-31
err0
PREAI
errVlachospyros, G.; Fassois, S. D.; Sakellariou, J. S.
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Robust early detection of hunting on railway vehicles: single-sensor based methods and critical comparisons
errINTERNATIONAL JOURNAL OF RAIL TRANSPORTATION
IF3.6
err2023-03-28
err5
PREAI
errKritikakos, K.; Fassois, S. D.; Sakellariou, J. S.
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Damage precise localization under varying operating conditions via the vibration-data-based Functional Model method: Formulation and experimental validation
errJOURNAL OF SOUND AND VIBRATION
IF4.9
err2022-09-01
err2
PREAI
errAravanis, T. -C. I.; Sakellariou, J. S.; Fassois, S. D.
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Multi-site damage precise localization via the random vibration functional model based method: Formulation & concept validation
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2021-11-01
err3
PREAI
errSakaris, C. S.; Sakellariou, J. S.; Fassois, S. D.
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Diagnosis of damaged tendons on a 10 MW multibody floating offshore wind turbine platform via a response-only functional model based method
errENGINEERING STRUCTURES
IF6.4
err2021-09-01
err9
errOAAI
errSakaris, Christos S.; Bashir, Musa; Yang, Yang; Michailides, Constantine; Wang, Jin; Sakellariou, John S.
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Track segment automated characterisation via railway-vehicle-based random vibration signals and statistical time series methods
errVEHICLE SYSTEM DYNAMICS
IF3.9
err2021-07-08
err3
PREAI
errIliopoulos, I. A.; Sakellariou, J. S.; Fassois, S. D.
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An automated hypersphere-based healthy subspace method for robust and unsupervised damage detection via random vibration response signals
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2021-04-20
err5
PREAI
errKyriakos, Vamvoudakis-Stefanou; Spilios, Fassois; John, Sakellariou
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On the functional model-based method for vibration-based robust damage detection: versions and experimental assessment
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2020-07-11
err16
PREAI
errAravanis, Tryfon-Chrysovalantis; Sakellariou, John; Fassois, Spilios
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A stochastic Functional Model based method for random vibration based robust fault detection under variable non-measurable operating conditions with application to railway vehicle suspensions
errJOURNAL OF SOUND AND VIBRATION
IF4.9
err2020-02-01
err22
PREAI
errAravanis, T-C, I; Sakellariou, J. S.; Fassois, S. D.
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Vibration-response-only statistical time series structural health monitoring methods: A comprehensive assessment via a scale jacket structure
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2019-07-15
err28
PREAI
errSpanos, Nikos A.; Sakellariou, John S.; Fassois, Spilios D.
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Vibration-based damage detection for a population of nominally identical structures: Unsupervised Multiple Model (MM) statistical time series type methods
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2018-10-01
err53
PREAI
errVamvoudakis-Stefanou, K. J.; Sakellariou, J. S.; Fassois, S. D.
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IWSHM 2017: Vibration-based damage localization and estimation via the stochastic functional model-based method: An overview
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2018-09-20
err16
PREAI
errSakellariou, John S.; Fassois, Spilios D.; Sakaris, Christos S.
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Research Directions

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Co-authors
Cooperation Journals
S
Spilios D. Fassois
H-index: 35 · Papers: 236
N
Nikos Aspragathos
H-index: 31 · Papers: 198
C
Constantine Michailides
H-index: 27 · Papers: 136
Y
Yang Yang
H-index: 27 · Papers: 140
J
Jin Wang
H-index: 24 · Papers: 138
View more