S. Fassois

Spilios D Fassois, John S Sakellariou, S. Fassois, 2007, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

Gaussian Mixture Random Coefficient model based framework for SHM in structures with time–dependent dynamics under uncertainty

Spilios D. Fassois, Luis David Avendaño-Valencia, L. D. Avendaño-Valencia, 2017 .

Damage/fault diagnosis in an operating wind turbine under uncertainty via a vibration response Gaussian mixture random coefficient model based framework

Spilios D. Fassois, Luis David Avendaño-Valencia, L. D. Avendaño-Valencia, 2017 .

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

Spilios D. Fassois, John S. Sakellariou, Kyriakos J. Vamvoudakis-Stefanou, 2018, Mechanical Systems and Signal Processing.

Vibration-Based Damage Detection for a Population of Like Structures via a Multiple Model Framework

Spilios D. Fassois, Kyriakos J. Vamvoudakis-Stefanou, S. Fassois, 2014 .

Statistical Time Series Methods for SHM

Spilios D. Fassois, John S. Sakellariou, S. Fassois, 2009 .

Statistical Time Series Methods for Structural Health Monitoring ∗ (Encyclopedia of Structural Health Monitoring, John Wiley & Sons: Contribution ID shm044)

Spilios D. Fassois, John S. Sakellariou, S. Fassois, 2008 .

VibrationñBased OnñLine Fault Detection in Non-Stationary Structural Systems via a Statistical Model Based Method

Spilios D. Fassois, Aggelos G. Poulimenos, S. Fassois, 2004 .

Data sampling technique (DST) for measuring surface waving

Spilios D. Fassois, George Chryssolouris, E. Vasileiou, 2002 .

Parametric Time-Domain Methods for Non-Stationary Random Vibration Identication and Analysis: An Overview and Comparison

Spilios D. Fassois, Aggelos G. Poulimenos, M. D. Spiridonakos, 2006 .

Natural vibration response based damage detection for an operating wind turbine via Random Coefficient Linear Parameter Varying AR modelling

Spilios D. Fassois, Luis David Avendaño-Valencia, L. D. Avendaño-Valencia, 2015 .

Stationary and non-stationary random vibration modelling and analysis for an operating wind turbine

Spilios D. Fassois, Luis David Avendaño-Valencia, L. D. Avendaño-Valencia, 2014 .

In-Operation Output-Only Identification of Wind Turbine Structural Dynamics: Comparison of Stationary and Non- Stationary Approaches

Spilios D. Fassois, L. D. Avenda, S. Fassois, 2012 .

Non-Stationary Random Vibration Parametric Modelling and Identification: methods and applications

Spilios D. Fassois, Luis David, Avendaño Valencia, 2012 .

Nonstationary signal estimation using time-varying ARMA models

S. Fassois, J. Levitt, S.D. Fassois, 1994, Proceedings of IEEE-SP International Symposium on Time- Frequency and Time-Scale Analysis.

Non-stationary random vibration modelling and analysis via functional series time-dependent ARMA (FS-TARMA) models – A critical survey

Spilios D. Fassois, M. D. Spiridonakos, S. Fassois, 2014 .

Duhem modeling of friction-induced hysteresis

S. Fassois, B. Drincic, A. Padthe, 2008, IEEE Control Systems.

Stochastic Output Error Vibration Based Damage Detection and Assessment in Structures Under Earthquake Excitation

Spilios D. Fassois, John S. Sakellariou, S. Fassois, 2006 .

A GPC-based auto-throttle with robust fuel-efficient operation in 4D flights ✩

Spilios D. Fassois, Vangelis Petratos, Dimitrios Dimogianopoulos, 2015 .

A novel robust MPC based aircraft auto-throttle for performing 4D contract flights

Spilios D. Fassois, Vangelis Petratos, Dimitrios Dimogianopoulos, 2013, 2013 9th Asian Control Conference (ASCC).

Integral minimum variance-like control for pooled non-linear representations with application to an aircraft system

John D. Hios, Spilios D. Fassois, Dimitrios Dimogianopoulos, 2007, Int. J. Control.

Nonlinear Integral Minimum Variance-Like Control with Application to an Aircraft System

J. D. Hios, D.G. Dimogianopoulos, J.D. Hios, 2006, 2006 14th Mediterranean Conference on Control and Automation.

Experimental identification of structural uncertainty – An assessment of conventional and non-conventional stochastic identification techniques

Spilios D. Fassois, Pavlos G. Michaelides, S. Fassois, 2013 .

Evaluation of Different Deep-Learning Models for the Prediction of a Ship’s Propulsion Power

S. Fassois, P. Theodoropoulos, N. Themelis, 2021, Journal of Marine Science and Engineering.

A Deep Learning-Based Fault Detection Model for Optimization of Shipping Operations and Enhancement of Maritime Safety

Spilios D. Fassois, Panayiotis Theodoropoulos, Christos C. Spandonidis, 2021, Sensors.

A FAST ALGORITHM FOR ON-LINE MACHINING PROCESS MODELING AND ADAPTIVE CONTROL

K. F. Eman, S. M. Wu, Spilios D. Fassois, 1989 .

Maxwell Slip Model Based Identification and Control of Systems with Friction

S.D. Fassois, D.D. Rizos, S. Fassois, 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

IDENTIFICATION OF PRE-SLIDING AND SLIDING FRICTION

Tegoeh Tjahjowidodo, Farid Al-Bender, Keith Worden, 2005 .

Friction Identification Based Upon the LuGre and Maxwell Slip Models

Spilios D. Fassois, Demosthenis D. Rizos, S. Fassois, 2009, IEEE Transactions on Control Systems Technology.

Identification of pre-sliding and sliding friction dynamics: Grey box and black-box models

Tegoeh Tjahjowidodo, Farid Al-Bender, Keith Worden, 2007 .

An Adaptive Time-Series Probabilistic Framework for 4-D Trajectory Conformance Monitoring

Spilios D. Fassois, Fotis Kopsaftopoulos, Dimitrios Sotiriou, 2016, IEEE Transactions on Intelligent Transportation Systems.

Non-stationary adaptive time series modeling for aircraft 4D trajectory conformance monitoring

Spilios D. Fassois, Dimitrios I. Sotiriou, S. Fassois, 2014, 2014 6th International Symposium on Communications, Control and Signal Processing (ISCCSP).

Aircraft engine health management via stochastic modelling of flight data interrelations

Spilios D. Fassois, John D. Hios, Dimitrios Dimogianopoulos, 2012 .

PARAMETRIC TIME-DOMAIN METHODS FOR THE IDENTIFICATION OF VIBRATING STRUCTURES—A CRITICAL COMPARISON AND ASSESSMENT

Spilios D. Fassois, Konstantinos A. Petsounis, S. Fassois, 2001 .

Short-term effects of air pollution on childhood respiratory illness in Piraeus, Greece, 1987-1992: nonparametric stochastic dynamic analysis.

S. Fassois, A. Kontos, M. Deli, 1999, Environmental research.

Applications Of System Identification

Daniel E. Rivera, Spilios D. Fassois, Daniel E. Rivera, 2007 .

Output-only identification and dynamic analysis of time-varying mechanical structures under random excitation: A comparative assessment of parametric methods

Spilios D. Fassois, Aggelos G. Poulimenos, S. Fassois, 2010 .

Recursive Identification of Vibrating Structures from Noise-Corrupted Observations, Part 2: Performance Evaluation via Numerical and Laboratory Experiments

Spilios D. Fassois, Ridha. Ben Mrad, S. Fassois, 1991 .

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

Spilios D. Fassois, John S. Sakellariou, Tryfon-Chrysovalantis I. Aravanis, 2020 .

Vibration based fault diagnosis for railway vehicle suspensions via a functional model based method: A feasibility study

Spilios D. Fassois, John S. Sakellariou, Konstantinos A. Petsounis, 2015, Journal of Mechanical Science and Technology.

Output-only stochastic identification of a time-varying structure via functional series TARMA models

Spilios D. Fassois, Aggelos G. Poulimenos, S. Fassois, 2009 .

A functional pooling framework for the identification of systems under multiple operating conditions

S. Fassois, J. Sakellariou, J.S. Sakellariou, 2007, 2007 Mediterranean Conference on Control & Automation.

Non-stationary mechanical vibration modeling and analysis via functional series tarma models

Spilios D. Fassois, Aggelos G. Poulimenos, S. Fassois, 2003 .

Experimental Assessment of Vibration-Based Time Series Methods for Structural Health Monitoring

Spilios D. Fassois, Fotis Kopsaftopoulos, S. Fassois, 2008 .

Vibration-Based Fault Detection and Assessment in a Scale Aircraft Structure via Stochastic VFP-ARX Models

Spilios D. Fassois, Fotis Kopsaftopoulos, S. Fassois, 2006 .

Nonlinear ARX (NARX) based identification and fault detec- tion in a 2 DOF system with cubic stiffness

S. D. Fassois, J. S. Sakellariou, S. Fassois, 2002 .

IDENTIFICATION, MODEL-BASED METHODS

S. D. Fassois, S. Fassois, 2001 .

Statistical Time Series Methods for Vibration Based Structural Health Monitoring

Spilios D. Fassois, Fotis Kopsaftopoulos, S. Fassois, 2013 .

A global statistical model based approach for vibration response-only damage detection under various temperatures: A proof-of-concept study

Spilios D. Fassois, J. D. Hios, S. Fassois, 2014 .

Vibration-based damage precise localization in three-dimensional structures: Single versus multiple response measurements

Spilios D. Fassois, John S. Sakellariou, Christos S Sakaris, 2015 .

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

Spilios D. Fassois, John S. Sakellariou, Nikos A Spanos, 2020, Structural Health Monitoring.

Statistical time series methods for damage diagnosis in a scale aircraft skeleton structure: loosened bolts damage scenarios

Spilios D. Fassois, Fotis Kopsaftopoulos, S. Fassois, 2011 .

Vibration based health monitoring for a lightweight truss structure: experimental assessment of several statistical time series methods

Spilios D. Fassois, Fotis Kopsaftopoulos, S. Fassois, 2010 .

Vibration based fault detection and identification in an aircraft skeleton structure via a stochastic functional model based method

Spilios D. Fassois, John S. Sakellariou, S. Fassois, 2008 .

Vibration-based skin damage statistical detection and restoration assessment in a stiffened aircraft panel☆

Spilios D. Fassois, Demosthenis D. Rizos, Z. P. Marioli-Riga, 2008 .

MULTICHANNEL IDENTIFICATION OF AIRCRAFT SKELETON STRUCTURES UNDER UNOBSERVABLE EXCITATION: A VECTOR AR/ARMA FRAMEWORK

Spilios D. Fassois, V. Papakos, S. Fassois, 2003 .

FDI for Aircraft Systems Using Stochastic Pooled-NARMAX Representations: Design and Assessment

John D. Hios, Spilios D. Fassois, Dimitrios Dimogianopoulos, 2009, IEEE Transactions on Control Systems Technology.

A Statistical Method for the Detection of Sensor Abrupt Faults in Aircraft Control Systems

Spilios D. Fassois, John S. Sakellariou, G. N. Fouskitakis, 2008, IEEE Transactions on Control Systems Technology.

Adaptable functional series TARMA models for non-stationary signal representation and their application to mechanical random vibration modeling

Spilios D. Fassois, M. D. Spiridonakos, S. Fassois, 2014, Signal Process..

A time series generalized functional model based method for vibration-based damage precise localization in structures consisting of 1D, 2D, and 3D elements

Spilios D. Fassois, John S. Sakellariou, Christos S Sakaris, 2016 .

Decoupled estimation of the parameters and hyperparameters of generalized stochastic constraint TARMA models

Spilios D. Fassois, Luis David Avendaño-Valencia, L. D. Avendaño-Valencia, 2014, 2014 6th International Symposium on Communications, Control and Signal Processing (ISCCSP).

On-board vibration-based remaining useful life estimation of hollow worn railway vehicle wheels

S. Fassois, J. Sakellariou, G. Leoutsakos, 2022, Journal of Physics: Conference Series.

IWSHM 2017: Vibration-based damage localization and estimation via the stochastic functional model–based method: An overview

Spilios D. Fassois, John S. Sakellariou, Christos S Sakaris, 2018, Structural Health Monitoring.

Spectral analysis of railway vehicle vertical vibration under normal operating conditions

Spilios D. Fassois, John S. Sakellariou, Tryfon-Chrysovalantis I. Aravanis, 2016 .

Functionally Pooled models for the global identification of stochastic systems under different pseudo-static operating conditions

Spilios D. Fassois, John S. Sakellariou, S. Fassois, 2016 .

Assessment of a Multiple Model Based Parametric Method for Output-Only Vibration-Based Damage Detection for a Population of Like Structures

Spilios D. Fassois, John S. Sakellariou, Kyriakos J. Vamvoudakis-Stefanou, 2015 .

OUTPUT-ONLY STATISTICAL TIME SERIES METHODS FOR STRUCTURAL HEALTH MONITORING: A COMPARATIVE STUDY

Spilios D. Fassois, John S. Sakellariou, Kyriakos J. Vamvoudakis-Stefanou, 2014 .

An adaptive time series framework for aircraft 4D trajectory conformance monitoring

Spilios D. Fassois, Fotis P. Kopsaftopoulos, S. Fassois, 2013, 2013 European Control Conference (ECC).

An FS-TAR based method for vibration-response-based fault diagnosis in stochastic time-varying structures: Experimental application to a pick-and-place mechanism

Spilios D. Fassois, M. D. Spiridonakos, S. Fassois, 2013 .

How Many Vibration Response Sensors for Damage Detection & Localization on a Structural Topology? An Experimental Exploratory Study

Spilios D. Fassois, John S. Sakellariou, Christos S Sakaris, 2013 .

Vector-dependent Functionally Pooled ARX Models for the Identification of Systems Under Multiple Operating Conditions

Spilios D. Fassois, Fotis Kopsaftopoulos, S. Fassois, 2012 .

Vibration-Based Damage Diagnosis in a Laboratory Cable–Stayed Bridge Model via an RCP–ARX Model Based Method

Spilios D. Fassois, Pavlos G. Michaelides, P G Apostolellis, 2011 .

Statistical Damage Detection in a Smart Structure under Different Temperatures via Vibration Testing: A Global Model Based Approach

Spilios D. Fassois, John D. Hios, J. D. Hios, 2009 .

Stochastic Vector Identification and Uncertain Modal Parameter Estimation for a Smart Composite Beam

John D. Hios, Spilios D. Fassois, J. D. Hios, 2008 .

On-board statistical detection and compensation of anomalous pilot-aircraft interactions

J. D. Hios, D.G. Dimogianopoulos, J.D. Hios, 2007, IEEE Transactions on Aerospace and Electronic Systems.

On-board statistical detection and control of anomalous pilot-aircraft interactions

John D. Hios, Spilios D. Fassois, Dimitrios Dimogianopoulos, 2005 .

On the Problem of On–Board Early Detection of Hunting on Rail Vehicles: an exploratory study

S. Fassois, J. Sakellariou, G. Leoutsakos, 2021, IFAC-PapersOnLine.

Special Issue on Signal Processing for Mechanical Systems in Honor of Professor Simon Braun

Spilios D. Fassois, S. Fassois, 2016 .

PARAMETRIC SPECTRAL ESTIMATION AND DYNAMICS IDENTIFICATION FOR TRAVELING SURFACE VEHICLES

Spilios D. Fassois, John S. Sakellariou, Ilias A. Iliopoulos, 2020, XI International Conference on Structural Dynamics.

On-Board Random Vibration-Based Robust Detection of Railway Hollow Worn Wheels under Varying Traveling Speeds

S. Fassois, J. Sakellariou, N. Kaliorakis, 2023, Machines.

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

S. Fassois, J. Sakellariou, G. Vlachospyros, 2023, Vehicle System Dynamics.

THE ROLE OF SCHEDULED MAINTENANCE ACTIONS ON THE FAILURE PROCESS OF ELECTRIC RAIL VEHICLES.

Spilios D. Fassois, N. Stavropoulos, S. Fassois, 2004 .

A polynomial-algebraic method for non-stationary TARMA signal analysis - Part I: The method

Spilios D. Fassois, R. Ben Mrad, Joel A. Levitt, 1998, Signal Process..

MSSP special issue on the identification of time varying structures and systems

Spilios D. Fassois, Luigi Garibaldi, S. Fassois, 2014 .

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

S. Fassois, J. Sakellariou, K. Kritikakos, 2023, International Journal of Rail Transportation.

Generalized Stochastic Constraint TARMA Models for In-Operation Identification of Wind Turbine Non-Stationary Dynamics

Spilios D. Fassois, Luis David Avendaño-Valencia, L. D. Avendaño-Valencia, 2013 .

Adaptable Functional Series TARMA Models for Non-Stationary Signal Modelling

Spilios D. Fassois, S. Fassois, M. Spiridonakos, 2012 .

Asymptotic analysis of non-stationary functional series TAR estimators

S. Fassois, A. G. Poulimenos, S. Fassois, 2007, 2007 Mediterranean Conference on Control & Automation.

In-Operation Wind Turbine Modal Analysis via LPV-VAR Modeling

Spilios D. Fassois, Eleni Chatzi, Luis David Avendaño-Valencia, 2017 .

Fault Detection and Identification in Time-Varying Structures via an FS-TAR Model Based Method

S. Fassois, M. Spiridonakos, 2016 .

Stationary or Non-Stationary Random Excitation for Vibration-Based Structural Damage Detection? An exploratory study

S. Fassois, A. Georgantopoulou, 2016 .

Parametric Nonstationary Random Vibration Modeling with SHM Applications

Spilios D. Fassois, Luis David Avendaño-Valencia, L. D. Avendaño-Valencia, 2014 .

In-Operation Identification of a Wind Turbine Structure via Non-Stationary Parametric Models

L. D. Avendaño-Valencia, S. Fassois, M. Spiridonakos, 2011 .

Vibration Based Fault Detection in a Time-Varying Link Structure via Non-Stationary FS-VTAR Models

Spilios D. Fassois, S. Fassois, M. Spiridonakos, 2009 .

FS–TARMA Models for Non–Stationary Vibration Analysis: An overview and comparison

Spilios D. Fassois, M. D. Spiridonakos, S. Fassois, 2009 .

Non-Stationary Random Vibration Modelling in a Retractable Arm Structure

S. Fassois, M. Spiridonakos, 2008 .

Modelling and Simulation of Earthquake Ground Motion via Functional Series TARMA Models withWavelet Basis Functions

Spilios D. Fassois, M. D. Spiridonakos, S. Fassois, 2006 .

On the estimation of non-stationary functional series tarma models

Spilios D. Fassois, Aggelos G. Poulimenos, S. Fassois, 2005, 2005 13th European Signal Processing Conference.

Functional series TARMA modelling and simulation of earthquake ground motion

G. N. Fouskitakis, S. D. Fassois, S. Fassois, 2002 .

A polynomial-algebraic method for non-stationary TARMA signal analysis

Spilios D. Fassois, R. Ben Mrad, Joel A. Levitt, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Random-vibration-based damage detection and precise localization on a lab–scale aircraft stabilizer structure via the Generalized Functional Model Based Method

Spilios D. Fassois, John S. Sakellariou, Christos S Sakaris, 2017 .

IN-OPERATION VECTOR AUTOREGRESSIVE SPECTRAL AND MODAL ANALYSIS OF RAILWAY VEHICLE DYNAMICS

Spilios D. Fassois, Demosthenis D. Rizos, Konstantinos A. Petsounis, 2001 .

A linear multi-stage method for multivariate ARMAX process identification : Part I: The basic forms of the estimator.

S. Fassois, Jae-Eung. Lee, 1990 .

A linear multi-stage method for multivariate ARMAX process identification : part II: Effective structure/parameter estimation and performance evaluation.

S. Fassois, Jae-Eung. Lee, 1990 .

OF AUTOMOTIVE ACTIVE SUSPENSION POWER CONSUMPTION

Spilios D. Fassois, G. N. Fouskitakis, S. Fassois, 1997 .

ON-BOARD FAULT IDENTIFICATION IN AN AUTOMOBILE FULLY-ACTIVE SUSPENSION SYSTEM

M. H. Sadeghp, Spilios D. Fassois, S. Fassois, 1995 .

Non-linear dynamic modeling of an automobile hydraulic active suspension system

Spilios D. Fassois, R. Ben Mrad, J. A. Levitt, 1994 .

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

Tryfon-Chrysovalantis I. Aravanis, S. Fassois, J. Sakellariou, 2022, Journal of Sound and Vibration.

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

Spilios D. Fassois, John S. Sakellariou, Christos S Sakaris, 2021 .

Global identification of stochastic dynamical systems under different pseudo-static operating conditions: The functionally pooled ARMAX case

Spilios D. Fassois, John S. Sakellariou, S. Fassois, 2017 .

Vibration Based Damage Precise Localization on a Lab – Scale Aircraft Stabilizer Structure via the Statistical Functional Model Based Method

S. Fassois, J. Sakellariou, C. Sakaris, 2016 .

Precise Vibration-Based Damage Localization in 3D Structures Consisting of 1D Elements: Single vs Multiple Response Measurements

Spilios D. Fassois, John S. Sakellariou, Christos S Sakaris, 2014 .

Damage Detection and Precise Localization via a Vibration Based Functional Model Method — Application to a 3 D Truss Structure

S. Fassois, J. Sakellariou, C. Sakaris, 2016 .

Scalar and Vector Time Series Methods for Vibration Based Damage Diagnosis in a Scale Aircraft Skeleton Structure

Spilios D. Fassois, Fotis Kopsaftopoulos, S. Fassois, 2011 .

Identification of a Global Model Describing the Tempera- ture Effects on the Dynamics of a Smart Composite Beam

S. D. Fassois, J. D. Hios, S. Fassois, 2006 .

A Suboptimum Maximum Likelihood Approach to Parametric Signal Analysis

K. F. Eman, S. M. Wu, S. D. Fassois, 1988, 1988 American Control Conference.

Statistical Skin Damage Detection and Restoration Assessment for Aircraft Panels via Vibration Testing

Spilios D. Fassois, Zaira P. Marioli-Riga, Demosthenis D. Rizos, 2002 .

Critical comparison of parametric time-domain structural identification methods : The wideband noise case

Spilios D. Fassois, Konstantinos A. Petsounis, S. Fassois, 2001 .

CRITICAL COMPARISON OF PARAMETRIC TIME DOMAIN METHODS FOR THE IDENTIFICATION OF VIBRATING STRUCTURES: The Narrowband Noise Case

Spilios D. Fassois, Konstantinos A. Petsounis, S. Fassois, 2001 .

Microprocessor Implementation of PID Controllers and Lead-Lag Compensators

Spilios D. Fassois, Nicholas J. Krikelis, S. Fassois, 1984, IEEE Transactions on Industrial Electronics.

Identification of pre-sliding and sliding friction dynamics: Grey box and black-box models

Demosthenis D. Rizos, S. Fassois, F. Al-Bender, 2007 .