John S. Sakellariou - Publications, H-index & Citations

John S. Sakellariou

University of Patras

20H指数

79论文数

1.2K被引数

收录论文 32

发表时间

Transmittance function-based robust detection, isolation and precise estimation of degradation in railway vehicle suspension components under varying travelling conditions

Railway Engineering Science

IF5.4

2026-01-28

OAAI

Panayotis E. Spiliotopoulos; John S. Sakellariou

A Machine Learning Vibration-Based Methodology for Robust Detection and Severity Characterization of Gear Incipient Faults Under Variable Working Speed and Load 一种基于机器学习的振动分析方法，用于在变工作速度和负载条件下鲁棒检测齿轮初期故障及其严重程度表征

Machines

IF2.5

2025-12-19

PREAI

Bourdalos, Dimitrios M.; Sakellariou, John S.

A stochastic data-driven multiple-input single-output transmittance based methodology for vehicle-level robust condition monitoring of railway suspensions under varying operating conditions 一种基于随机数据驱动的多输入单输出传递函数方法，用于在变化工况下对铁路悬挂系统进行车辆级鲁棒状态监测

Vehicle System Dynamics

IF3.9

2025-10-29

PREAI

Georgios Vlachospyros; Spilios D. Fassois; John S. Sakellariou

A statistical time series model-based method for robust detection of incipient faults in rotating machinery under different operating conditions 一种基于统计时间序列模型的旋转机械在不同工况下早期故障的鲁棒检测方法

Mechanical Systems and Signal Processing

IF8.9

2025-08-27

OAAI

D.M. Bourdalos; J.S. Sakellariou

Machine Learning-Based Damage Diagnosis in Floating Wind Turbines Using Vibration Signals: A Lab-Scale Study Under Different Wind Speeds and Directions

SENSORS

IF3.5

2025-02-14

OAAI

Korolis, John S.; Bourdalos, Dimitrios M.; Sakellariou, John S.

Robust on-board detection of hunting on railway vehicles via dynamics-based multi-sensor stochastic methods

VEHICLE SYSTEM DYNAMICS

IF3.9

2025-02-01

PREAI

Kritikakos, K.; Fassois, S. D.; Sakellariou, J. S.

Vibration-Based SHM in the Synthetic Mooring Lines of the Semisubmersible OO-Star Wind Floater under Varying Environmental and Operational Conditions

SENSORS

IF3.5

2024-01-15

OAAI

Anastasiadis, Nikolas P.; Sakaris, Christos S.; Schlanbusch, Rune; Sakellariou, John S.; Ono, Kanji; Ozevin, Didem

Remaining Useful Life Estimation of Hollow Worn Railway Vehicle Wheels via On-Board Random Vibration-Based Wheel Tread Depth Estimation

SENSORS

IF3.5

2024-01-08

OAAI

Iliopoulos, Ilias A.; Sakellariou, John S.

On-board vibration-based robust and unsupervised degradation detection in railway suspensions under various travelling speeds via a Multiple Model framework

VEHICLE SYSTEM DYNAMICS

IF3.9

2023-07-31

PREAI

Vlachospyros, G.; Fassois, S. D.; Sakellariou, J. S.

Robust early detection of hunting on railway vehicles: single-sensor based methods and critical comparisons

INTERNATIONAL JOURNAL OF RAIL TRANSPORTATION

IF3.6

2023-03-28

PREAI

Kritikakos, K.; Fassois, S. D.; Sakellariou, J. S.

Damage precise localization under varying operating conditions via the vibration-data-based Functional Model method: Formulation and experimental validation

JOURNAL OF SOUND AND VIBRATION

IF4.9

2022-09-01

PREAI

Aravanis, T. -C. I.; Sakellariou, J. S.; Fassois, S. D.

Multi-site damage precise localization via the random vibration functional model based method: Formulation & concept validation

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2021-11-01

PREAI

Sakaris, C. S.; Sakellariou, J. S.; Fassois, S. D.

Diagnosis of damaged tendons on a 10 MW multibody floating offshore wind turbine platform via a response-only functional model based method

ENGINEERING STRUCTURES

IF6.4

2021-09-01

OAAI

Sakaris, Christos S.; Bashir, Musa; Yang, Yang; Michailides, Constantine; Wang, Jin; Sakellariou, John S.

Track segment automated characterisation via railway-vehicle-based random vibration signals and statistical time series methods

VEHICLE SYSTEM DYNAMICS

IF3.9

2021-07-08

PREAI

Iliopoulos, I. A.; Sakellariou, J. S.; Fassois, S. D.

An automated hypersphere-based healthy subspace method for robust and unsupervised damage detection via random vibration response signals

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2021-04-20

PREAI

Kyriakos, Vamvoudakis-Stefanou; Spilios, Fassois; John, Sakellariou

On the functional model-based method for vibration-based robust damage detection: versions and experimental assessment

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2020-07-11

PREAI

Aravanis, Tryfon-Chrysovalantis; Sakellariou, John; Fassois, Spilios

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

JOURNAL OF SOUND AND VIBRATION

IF4.9

2020-02-01

PREAI

Aravanis, T-C, I; Sakellariou, J. S.; Fassois, S. D.

Vibration-response-only statistical time series structural health monitoring methods: A comprehensive assessment via a scale jacket structure

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2019-07-15

PREAI

Spanos, Nikos A.; Sakellariou, John S.; Fassois, Spilios D.

Vibration-based damage detection for a population of nominally identical structures: Unsupervised Multiple Model (MM) statistical time series type methods

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2018-10-01

PREAI

Vamvoudakis-Stefanou, K. J.; Sakellariou, J. S.; Fassois, S. D.

IWSHM 2017: Vibration-based damage localization and estimation via the stochastic functional model-based method: An overview IWSHM 2017: 通过基于随机函数模型的方法进行基于振动的损伤定位和估计: 概述

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2018-09-20

PREAI

Sakellariou, John S.; Fassois, Spilios D.; Sakaris, Christos S.

研究方向