Publications

Iliopoulos I.A. and Sakellariou J.S., "Remaining useful life estimation of hollow worn railway vehicle wheels via on-board random vibration-based wheel tread depth estimation", Sensors, Vol. 24(2), 375, 2024. 

Anastasiadis N., Sakaris C.S., Schlanbusch R., Sakellariou J.S., "Vibration-based SHM in the synthetic mooring lines of the semi-submersible OO-Star wind floater under varying environmental and operational conditions", Sensors, Vol. 24(2), 543, 2024. 

Tsivouraki N., Tserpes K., Fassois S.D., "Random vibration-based progressive fatigue damage monitoring of thermoplastic coupons under population and operational uncertainty", Journal of Physics: Conference Series (ICEAF23), Vol. 2692(1), 012033, 2024.   [Paper]  [Presentation]

Saramantas I.E., Spiliotopoulos P.E., Fera F.T., Bourdalos D., Sakellariou J.S., Fassois S.D., Ofir Y., Kressel I., Tur M., Spandonidis C., "A vibration-based machine learning type Structural Health Monitoring methodology for populations of composite aerostructures under uncertainty", Journal of Physics: Conference Series (ICEAF23), Vol. 2692(1), 012023, 2024.  [Paper]  [Presentation]

Spiliotopoulos P.E., Fera F.T., Papadopoulos P., Giannopoulos F., Spandonidis C., Tur M., Ofir Y., Kressel I., Saramantas I.E., Sakellariou J.S., Fassois S.D., "Development and experimental validation of a Machine Learning based SHM prototype system for composite aerostructures", Journal of Physics: Conference Series (ICEAF23), Vol. 2692(1), 012025, 2024.  [Paper]  [Presentation]

Kaliorakis N, Sakellariou J.S., Fassois S.D., "On-board random vibration-based robust detection of railway hollow worn wheels under varying traveling speeds". Machines, 2023; 11(10):933. 

Vlachospyros G., Fassois S.D., Sakellariou J.S., “On-board vibration-based robust and unsupervised degradation detection in railway suspensions under various traveling speeds via a Multiple Model framework”, Vehicle System Dynamics, 2023. 

Kritikakos K., 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, pp. 1-21, 2023.  [Preprint]

Panagiotopoulos A.I., Tcherniak D., Fassois S.D., “Damage detection on the blade of an operating wind turbine via a single vibration sensor and Statistical Time Series methods: Exploring the performance limits of robust methods", Structural Health Monitoring, Vol. 22(1) 433–448, 2023.  [Preprint]   

Bourdalos D.M. and Sakellariou J.S., “Vibration-based unsupervised detection of common faults in rotating machinery under varying operating speeds”, Proceedings of the Surveillance Vibrations Shocks Noise Conference (SURVISHNO), Toulouse, France, 2023.  [Preprint]  [Presentation] 

Fera F.T., Saramantas I.E., Spiliotopoulos P.E., Ofir Y., Kressel I., Fassois S.D., Sakellariou J.S., Tur M., Spandonidis C., "Dynamic strain versus acceleration based robust Structural Health Monitoring for a population of composite aerostructures under uncertainty", 10th ECCOMAS Thematic Conference on Smart Structures and Materials. Presented at the 10th ECCOMAS Thematic Conference on Smart Structures and Materials, Patras, Greece, 2023, pp. 1053–1064.  [Presentation]

Fera F.T., Spiliotopoulos P.E., Saramantas I.E., Ofir Y., Kressel I., Fassois S.D., Sakellariou J.S., Tur M., Spandonidis C., "Dynamic strain versus acceleration based robust Structural Health Monitoring for a group of composite aerostructures: experimental assessment", 10th ECCOMAS Thematic Conference on Smart Structures and Materials. Presented at the 10th ECCOMAS Thematic Conference on Smart Structures and Materials, Patras, Greece, 2023, pp. 1076–1087.  [Presentation]

Saramantas I.E., Konis P.E, Kriatsiotis I.M., Ofir Y., Kressel I., Spiliotopoulos P.E., Fera F.T., Sakellariou J.S., Fassois S.D., Giannopoulos F., Spandonidis C., Tur M., Tzioridis M., "An exploratory study on data-driven vibration based damage detection and characterization for a population of composite aerostructures", XII International Conference on Structural Dynamics (EURODYN 2023), Delft, Netherlands, 2023.  [Presentation]

Spiliotopoulos P.E., Fera F.T., Saramantas I.E., Ofir Y., Kressel I., Tur M., Konis P.E., Kriatsiotis I.M., Sakellariou J.S., Fassois S.D., Giannopoulos F., Spandonidis C., Tzioridis M., "Random vibration response-based damage diagnosis for a population of composite aerostructures under varying operating conditions and uncertainty: Experimental assessment", XII International Conference on Structural Dynamics (EURODYN 2023), Delft, Netherlands, 2023.  [Presentation]

Bourdalos D.M., Zisopoulos S.S., Tcherniak D. and Sakellariou J.S., “An experimental study on the performance of virtual sensing using optimal and regular physical sensor placement”, XII International Conference on Structural Dynamics (EURODYN 2023), Delft, Netherlands, 2023. 

Sakaris C., Schlanbusch R, Nygaard T., Sakellariou J., Tutkun M., Statistical times series based damage detection in the fiber rope mooring lines of the semi-submersible OO-STAR wind floater, 62nd IEEE Conference on Decision and Control (CDC), Marina Bay Sands, Singapore, 2023, pp. 4861-4866.

Aravanis T.-C.I., Sakellariou J.S., Fassois S.D., "Damage precise localization under varying operating conditions via the vibration–data–based Functional Model method: Formulation and experimental validation", Journal of Sound and Vibration, No 117078, 2022.   [Preprint]

Theodoropoulos P., Spandonidis C.S., Fassois S.D., “Use of Convolutional Neural Networks for vessel performance optimization and safety enhancement”, Ocean Engineering, Vol. 248, No 110771, 2022. 

Vamvoudakis-Stefanou K., Fassois S.D., Sakellariou J.S., "An automated Hyper-Sphere based healthy subspace method for robust and unsupervised damage detection via random vibration response signals”, Structural Health Monitoring, Vol. 21(2), pp. 465-484, 2022.   [Preprint]

Iliopoulos I.A., Sakellariou J.S., Fassois S.D., "Track segment automated characterization via railway vehicle based random vibration signals and statistical time series methods", Vehicle System Dynamics, Vol. 60(10), pp. 3336-3357, 2022.  [Preprint]

Vlachospyros G., Fassois S.D., Sakellariou J.S., “MISO Transmittance based robust and unsupervised fault detection in railway suspensions under payload and track uncertainty”, Proceedings of the International Conference on Noise and Vibration Engineering (ISMA2022), pp. 3277-3291, Leuven, Belgium, 2022.   [Preprint]  [Presentation]

Kritikakos K., Fassois S.D., Sakellariou J.S., “On robust detection of hunting on railway vehicles via multiple vibration sensors”, Proceedings of the International Conference on Noise and Vibration Engineering (ISMA2022), pp. 3219-3233, Leuven, Belgium, 2022.   [Preprint]  [Presentation]

Saramantas I.E., Kriatsiotis I.M., Konis P.E., Sakellariou J.S., Fassois S.D., “Random vibration response based damage detection for a population of nominally identical composite aerostructures via Hyper-Sphere healthy subspace methods”, Proceedings of the International Conference on Noise and Vibration Engineering (ISMA2022), pp. 3694-3705, Leuven, Belgium, 2022.   [Preprint]  [Presentation]

Konis P., Tcherniak D., Fassois S.D., “Random vibration based damage detection on an operating wind turbine blade under variable natural excitation conditions”, Proceedings of the ASME 2022 Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS2022), Dearborn, MI, USA, 2022.   [Preprint]  [Presentation] 

Saramantas I.E., Sakellariou J.S., Fassois S.D., “On random vibration based robust damage detection for a population of composite aerostructures under variable and non-measurable excitation”, Proceedings of the 2022 European Workshop on Structural Health Monitoring (EWSHM2022). Lecture Notes in Civil Engineering, 2023, 254 LNCE, pp. 277–286.   [Preprint]  [Presentation]

Bourdalos D.M.,  Iliopoulos I.A., Sakellariou J.S., “On the detection of incipient faults in rotating machinery under different operating speeds using unsupervised vibration-based statistical time series methods”, Proceedings of the 2022 European Workshop on Structural Health Monitoring (EWSHM2022).   [Preprint]  [Presentation]

Varouxis Th., Tserpes K., Fassois S.D., “Progressive fatigue damage detection and assessment in composite specimens using random vibration response signals”, Proceedings of the 2022 European Conference on Composite Materials (ECCM20), Lausanne, Switzerland, 2022.   [Preprint]  [Presentation]

Nomikos N., Aravanis T.-C.I., Sakellariou J.S., "On the detection and precise localization of incipient damage in a lab-scale ship hull based on statistical time series methods and remote vibration measurements", 3rd International Conference on Health Monitoring of Civil & Maritime Structures, HeaMES 2022, 2022 (online).   [Preprint]   [Presentation]

Iliopoulos I.A., Sakellariou J.S., Fassois S.D., Chronopoulos E., Deloukas A., Giannakis C., Kapiris D., Kritikakos K., Leoutsakos G., Tountas E., Vlachospyros G., "On-board vibration based remaining useful life estimation of hollow worn railway vehicle wheels," Journal of Physics: Conference Series, 2184, no. 1: 012023, 14th International Conference on Damage Assessment of Structures.   [Preprint]  [Presentation] 

Sakaris C.S., 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, Vol. 160, No. 107880, 2021.  [Preprint]

Aravanis T.-C.I., Sakellariou J.S., Fassois S.D., "On the Functional Model based method for vibration-based robust damage detection: versions and experimental assessment", Structural Health Monitoring, Vol. 20(2), pp. 456-474, 2021.  [Preprint]

Theodoropoulos P., Spandonidis C.S., Themelis N., Giordamlis C., Fassois S., “Evaluation of different deep learning models for the prediction of a ship’s propulsion power”,  Journal of Marine Science and Engineering, 9(2):116, 2021.

Theodoropoulos P., Spandonidis C.S., Giannopoulos F., Fassois S.D., “A deep learning-based fault detection model for optimization of shipping operations and enhancement of maritime safety”, Sensors, Vol. 21(16):5658, 2021. 

Sakaris C.S., Bashir M., Yang Y., Michailides C., Wang J., Sakellariou J.S., "Diagnosis of damaged tendons on a 10 MW multibody floating offshore wind turbine platform via a response-only functional model based method", Engineering Structures, Vol. 242, No. 112384, 2021. 

Sakaris, C.S., Yang, Y., Bashir, M.B., Michailides, C., Wang, J., Sakellariou, J.S., Li, C., “Structural health monitoring of tendons in a multibody floating offshore wind turbine under varying environmental and operating conditions”, Renewable Energy, Vol. 179, pp. 1897-1914, 2021. 

Panagiotopoulos A.I., Tcherniak D., Fassois S.D., “Damage Detection on an Operating Wind Turbine Blade via a Single Vibration Sensor: A Feasibility Study”, in EWSHM 2020 (P. Rizzo and A. Milazzo, Eds.), LNCE 128, pp. 405-414, 2021.   [Preprint]

Kaliorakis N., Iliopoulos I.A., Vlachospyros G., Sakellariou J.S., Fassois S.D., Deloukas A., Leoutsakos G., Chronopoulos E., Mamaloukakis C., Katsiana K., “On the On–Board Random Vibration–Based Detection of Hollow Worn Wheels in Operating Railway Vehicles”, in EWSHM 2020 (P. Rizzo and A. Milazzo, Eds.), LNCE 128, pp. 480-489, 2021.   [Preprint]

Dadiotis, I.D., Sakellariou, J.S., Koustoumpardis, P.N., Development of a low-cost force sensory system for force control via small grippers of cooperative mobile robots used for fabric manipulation, 30th International Conference on Robotics - RAAD, Alpe-Adria-Danube Region, June 21-23, France, 2021. [Preprint]

Kritikakos K., Fassois S.D., Sakellariou J.S., Chronopoulos I., Deloukas A., Iliopoulos I.A., Leoutsakos G., Tountas I., Vlachospyros G., “On the problem of on-board early detection of hunting: an exploratory study”, Proceedings of the Modeling, Estimation and Control Conference 2021 (MECC 2021), Austin, Texas, United States, 2021.  IFAC-PapersOnLine, 54 (20), pp. 191 - 197, DOI: 10.1016/j.ifacol.2021.11.174   [Presentation]

Vlachospyros G., Iliopoulos I.A., Kritikakos K., Kaliorakis N., Fassois S.D., Sakellariou J.S., Deloukas A., Leoutsakos G., C. Giannakis, Chronopoulos E., Tountas E., Kapiris D., "The MAIANDROS system for random-vibration-based on-board railway vehicle and track monitoring", Proceedings of Information Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC-CIE), 2021.  [Presentation]  

Aravanis T.-C.I., Sakellariou J.S., Fassois S.D., "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, Vol. 466, 115006, 2020.  [Preprint]

Vlachospyros G., Kaliorakis N., Iliopoulos I.A., Fassois S.D., Sakellariou J.S., Deloukas A., Leoutsakos G., Chronopoulos E., Mamaloukakiks C., "On the problem of on-board vibration-based fault detection in railway suspensions under vaying operating conditions: A feasibility study", Proceedings of EURODYN 2020 XI International Conference on Structural Dynamics, Athens, Greece, pp. 960-971, 2020.  [Presentation]

Mastakouris A.E., Andriosopoulou G.P., Vamvoudakis-Stefanou K.J., Fassois S.D., "Vibration-based robust damage detection under asembly-induced uncertainty: The output-only case", Proceedings of EURODYN 2020 XI International Conference on Structural Dynamics, Athens, Greece, pp. 1084-1095, 2020.  [Presentation]

Iliopoulos I.A., Fassois S.D., Sakellariou J.S., "Parametric spectral estimation and dynamics identification for travelling surface vehicles", Proceedings of EURODYN 2020 XI International Conference on Structural Dynamics, Athens, Greece, pp. 833-847, 2020 .  [Presentation]

Aravanis T.-C.I., Sakellariou J.S., Fassois S.D., "Vibration-based robust damage localization under varying operating conditions via the data-based Functional Model method", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA2020), Leuven, Belgium, 2020 (in press).  [Preprint]  [Presentation]  [Video]  [Poster]

Iliopoulos I.A., Vlachospyros G., Kaliorakis N., Sakellariou J.S., Fassois S.D., Deloukas A., Leoutsakos G., Giannakis C., Chronopoulos E., Tountas L., Mamaloukakiks C., "Track segment automated characterization via on-board vibration measurements: an Athens Metro case study", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA2020), Leuven, Belgium, 2020 (in press).  [Preprint]  [Presentation]  [Video]  [Poster]

Kritikakos K., Fassois S.D., "Vibration response data–based robust damage detection under assembly–induced uncertainty: Can supervised statistical time series methods boost performance? ", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA2020), Leuven, Belgium, 2020 (in press).  [Preprint]  [Presentation]  [Video]  [Poster]

Poulimenos A.G., Sakellariou J.S., "A transmittance-based methodology for damage detection under uncertainty: An application to a set of composite beams with manufacturing variability subject to impact damage and varying operating conditions", Structural Health Monitoring, Vol. 18(1), pp. 318-333, 2019.  [Preprint] 

Spanos N.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, Vol. 19(3), pp. 736–750, 2019.  [Preprint]

Aspragkathos S.N., Sakellariou J.S., Koustoumpardis P.N., Aspragathos N.A., "Vibration control of flexible beams manipulated by industrial robots via a stochastic AR-based control system", International Journal of Mechanics and Control, ISSN: 1590-8844, Vol. 20, No. 02, 2019, pp. 39-47.  [Preprint]

Aravanis T.-C.I., Sakellariou J.S., Fassois S.D., "Random vibration damage detection for a composite beam under varying non-measurable conditions: Assessment of Statistical Time Series robust methods", Proceedings of the 13th International Conference on Damage Assessment of Structures, Porto, Portugal, pp. 788–803, 2020.  [Presentation]

Andriosopoulou G.P., Mastakouris A.E., Vamvoudakis-Stefanou K.J., Fassois S.D., "Random vibration based robust damage detection for a composite aerostructure under assembly-induced uncertainty", Proceedings of the 13th International Conference on Damage Assessment of Structures, Porto, Portugal, pp. 775–787, 2020.  [Presentation]

Vamvoudakis-Stefanou K.J., Fassois S.D., Sakellariou J.S., ”An automated non-parametric healthy subspace method for unsupervised robust vibration-based damage detection under uncertainty”, Proceedings of the International Workshop on Structural Health Monitoring (IWSHM), Stanford, CA, USA, p. 3395, 2019.  [Presentation]

Kapsalas C.N., Sakellariou J.S., Koustoumpardis P.N., Aspragathos N.A., "An ARX-based method for the vibration control of flexible beams manipulated by industrial robots", Robotics and Computer–Integrated Manufacturing, Vol. 52, pp. 76-91, 2018.  [Preprint]

Vamvoudakis K., Sakellariou J.S., Fassois S.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, Vol. 111, pp. 149-171, 2018.  [Preprint]

Sakellariou J.S., Fassois S.D., Sakaris C.S., "Vibration-based damage localization and estimation via the stochastic Functional Model Based Method (FMBM) - an overview", Structural Health Monitoring, Vol. 17(6), pp. 1335-1348, 2018.  [Preprint] 

Aravanis T.-C.I., S. Kolovos, Sakellariou J.S., Fassois S.D., "Random vibration-based damage detection for a composite beam under environmental and operational variability via a stochastic Functional Model based method", MATEC Web of Conferences: 5th International Conference of Engineering Against Failure (ICEAF-V 2018) , Vol. 188, (01003), 2018.  [Preprint] 

Vamvoudakis-Stefanou K.J., Sakellariou J.S., Fassois S.D., "Random vibration-based damage detection for a population of nominally identical structures via supervised PCA-enhanced parametric time series type methods", Proceedings of the 9th European Workshop on Structural Health Monitoring (EWSHM), Manchester, UK, 2018.   [Preprint]  [Poster]

Atlani R., Fassois S.D., Georgantopoulou A., Kazilas M., Kressel I., Kwak M., London T., Poulimenos A.G., Sáez de Ocáriz I., Sakellariou J.S., Sawday A., Vamvoudakis-Stefanou K.J., Venegas P., Ward A., "A random vibration based platform for statistical damage detection in a population of nominally identical composite structures", Proceedings of the 9th European Workshop on Structural Health Monitoring (EWSHM), Manchester, UK, 2018.  [Preprint]  [Presentation]

Aravanis T.-C.I., Sakellariou J.S., Fassois S.D.,  "Railway suspension fault detection under variable operating conditions via random vibration signals and the stochastic Functional Model based method", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA2018), Leuven, Belgium, 2018.  [Preprint]  [Presentation]

Kapsalas C.N., Fassois S.D., Sakellariou J.S., "Non-stationary random vibration modeling and analysis: kernel versus adaptable Functional Series TAR methods", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA2018), Leuven, Belgium, 2018.  [Preprint]  [Presentation]

Aravanis T.-C.I., Sakellariou J.S., Fassois S.D., "On the problem of random vibration based fault detection in railway vehicle suspensions under variable and non-measurable operating conditions", NATO Science and Technology Organization, AVT-305 Research Specialists' Meeting on Sensing Systems for Integrated Vehicle Health Management for Military Vehicles, Athens, Greece, 2018.  [Preprint]  [Presentation]   

Sakellariou J.S., Fassois S.D., "Global identification of stochastic dynamical systems under different pseudo-static operating conditions: The Functionally Pooled ARMAX case", Journal of Mechanical Systems and Signal Processing, Vol. 82, pp. 32-55, 2017.  [Preprint]

Avendaño-Valencia L.D., Fassois S.D., "Damage/fault diagnosis in an operating wind turbine under uncertainty via a vibration response GM RC model based framework", Journal of Mechanical Systems and Signal Processing, Vol. 91, pp. 326-353, 2017.  [Preprint]

Avendaño-Valencia L.D., Fassois S.D., "Gaussian Mixture Random Coefficient model based framework for SHM in structures with time-dependent dynamics under uncertainty", Journal of Mechanical Systems and Signal Processing, Vol. 97, pp. 59-83, 2017.  [Preprint]

Sakaris C.S, Sakellariou J.S., Fassois S.D., "Random-vibration-based damage detection and precise localization on a lab-scale aircraft stabilizer structure via the Generalized Functional Model Based Method", Structural Health Monitoring, Vol. 16(5), pp. 594-610, 2017.  [Preprint]

Kapsalas C.N., Sakellariou J.S., Koustoumpardis P.N., Aspragathos N.A.,  "On the vibration control of a flexible metallic beam handled by an industrial robot within an ARX-based synthetic environment", ch. Advances in Robot Design and Intelligent Control, A. Rodic and T. Borangiu (eds.), Advances in Intelligent Systems and Computing, Vol. 540, 2017. Springer Int. AG, pp. 47-55. 

Avendano-Valencia L.D., Chatzi E.N., Fassois S.D., "In-operation wind turbine modal analysis via LPV-VAR modeling", Proceedings of the International Modal Analysis Conference (IMAC), Los Angeles, CA, USA 2017.  [Preprint]

 Aravanis T.-C.I., Sakellariou J.S., Fassois S.D., "Vibration based fault detection under variable non-measurable operating conditions via a stochastic Functional Model method and application to railway vehicle suspensions", Proceedings of the Surveillance 9 International Conference, Fes, Morocco, May 2017.  [Preprint]  [Presentation]

Vamvoudakis-Stefanou K.J., Fassois S.D., "Vibration–based damage detection for a population of nominally identical structures via Random Coefficient Gaussian Mixture AR model based methodology", Proceedings of the X International Conference on Structural Dynamics, Rome, Italy, 2017. In Procedia Endineering, Vol. 199, pp. 1888-1893, 2017.  [Preprint]  [Presentation]

Spanos N.I., Sakellariou J.S., Fassois S.D., "Exploring the limits of the truncated SPRT method for vibration-response-only damage diagnosis in a lab-scale wind turbine jacket foundation structure", Proceedings of the X International Conference on Structural Dynamics, Rome, Italy, 2017. In Procedia Endineering, Vol. 199, pp. 2066-2071, 2017.   [Preprint]  [Presentation]

Sakaris C.S, Sakellariou J.S., Fassois S.D., "Vibration-based multi-site damage precise localization  via the Functional Model Based method", Proceedings of the X International Conference on Structural Dynamics, Rome, Italy, 2017. In Procedia Endineering, Vol. 199, pp. 2072-2077, 2017.   [Preprint]  [Presentation]

 Sakellariou J.S., Sakaris C.S, Fassois S.D., "Vibration-based damage localization and estimation via the stochastic Functional Model Based Method (FMBM) - an overview", Proceedings of the 11th International Workshop on Structural Health Monitoring (IWSHM), Stanford University, USA, 2017.  [Preprint]  [Presentation]

Sakaris C.S., Sakellariou J.S., Fassois S.D., "A time series generalized Functional Model based method for vibration-based damage precise localization in structures consisting of 1D, 2D and 3D elements", Journal of Mechanical Systems and Signal Processing, Vol. 74, pp. 199-213, 2016.  [Preprint]

Sakellariou J.S., Fassois S.D., "Functionally Pooled models for the global identification of stochastic systems under different pseudo-static operating conditions", Journal of Mechanical Systems and Signal Processing, Vol. 72-73, pp. 7850-807, 2016.  [Preprint]

Gomez Gonzalez A., Fassois S.D., "A supervised vibration–based statistical methodology for damage detection under varying environmental conditions & its laboratory assessment with a scale wind turbine blade", Journal of Sound and Vibration, Vol. 366, pp. 484-500, 2016.  [Preprint]

Sotiriou D., Kopsaftopoulos F., Fassois S.D., "An adaptive time series probabilistic framework for 4D trajectory conformance monitoring", IEEE Transactions on Intelligent Transportation Systems, Vol. 17(6), pp. 1606-1616, 2016.  [Preprint]

Aravanis T.-C.I., Sakellariou J.S., Fassois S.D., "Spectral analysis of railway vehicle vertical vibration under normal operating conditions", International Journal of Rail Transportation, Vol. 4(4), pp. 193-207, 2016.  [Preprint]

Aravanis T.-C.I., Sakellariou J.S., Fassois S.D., "Railway vertical random vibration analysis under normal operating conditions", 23rd International Congress on Sound and Vibration (ICSV23), Athens, Greece, 2016.  [Preprint]  [Presentation]

Sakaris C.S., Sakellariou J.S., Fassois S.D., "Vibration-based damage precise localization on a lab-scale aircraft structure via the statistical Functional Model based method", Proceedings of the 8th European Workshop on Structural Health Monitoring (EWSHM), Bilbao, Spain, 2016.  [Preprint]  [Presentation]

Vamvoudakis-Stefanou K.J., Sakellariou J.S., Fassois S.D., "On the use of unsupervised response–only vibration–based damage detection methods for a population of composite structures", Proceedings of the 8th European Workshop on Structural Health Monitoring (EWSHM), Bilbao, Spain, 2016.  [Preprint]  [Presentation]

Kapsalas C.N., Sakellariou J.S., Koustoumpardis P.N., Aspragathos N.A.,  "On the vibration control of a flexible metallic beam handled by an industrial robot within an ARX-based synthetic environment", IFTOMM/IEEE/EUROBOTICS 25th International Conference on Robotics - RAAD, Belgrade, Serbia, 2016.  [Preprint] 

Avendano-Valencia L.D., Fassois S.D., "Markov chain monte carlo estimation of non–stationary GSC–TARMA models: application to random vibration modelling and analysis for an operating wind turbine", Proceedings of the International Conference on Uncertainty in Structural Dynamics (USD2016), Leuven, Belgium, 2016.  [Preprint]  [Presentation]

Spanos N.I., Sakellariou J.S., Fassois S.D., "Vibration–response–only Statistical Time Series SHM methods: a critical assessment via a lab–scale wind turbine jacket foundation structure and two sensor types", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA2016), Leuven, Belgium, 2016.  [Preprint]  [Presentation]

Vamvoudakis-Stefanou K.J., Sakellariou J.S., Fassois S.D., "Random Coefficient model based damage detection for a population of nominally identical structures: An exploratory study", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA2016), Leuven, Belgium, 2016.  [Preprint]  [Presentation]

Sakellariou J.S., Petsounis K., Fassois S.D., "Vibration based fault diagnosis for railway vehicle suspensions via a Functional Based method: a feasibility study", Journal of Mechanical Science and Technology, Vol. 29(2), pp. 471-484, 2015.  [Preprint]

Kopsaftopoulos F.P., Fassois S.D., "A vibration model residual-based sequential probability ratio test framework for structural health monitoring", Structural Health Monitoring, Vol. 14(4) 359-381, 2015.  [Preprint]

Dimogianopoulos D., Petratos V., Kopsaftopoulos F., Fassois S.D., "A GPC-based auto-throttle with robust fuel-efficient operation in 4D flights", Aerospace Science and Technology, Vol. 40, pp. 128-137, 2015.  [Preprint]

Sakaris C.S., Sakellariou J.S., Fassois S.D., "Vibration-based damage precise localization in 3D structures: single versus multiple response measurements", Structural Health Monitoring, Vol. 14(3), pp. 300-314, 2015.  [Preprint]

Avendaño-Valencia L.D., Fassois S.D., "Bayesian Multiple-Model SHM for time-dependent structures: Application to wind turbine diagnostics", Proceedings of CANSMART - International Conference on Smart Materials and Structures, Vancouver, Canada 2015.  [Preprint]  [Presentation]

Georgantopoulou A., Fassois S.D., "Investigations on non-stationary excitation design for optimal vibration -based structural damage detection", Proceedings of CANSMART - International Conference on Smart Materials and Structures, Vancouver, Canada 2015.  [Preprint]  [Presentation]

Sakaris C.S, Sakellariou J.S., Fassois S.D., "A generalized Functional Model based method for vibration-based damage precise localization in 3D Structures", Proceedings of the 11th International Conference on Damage Assessment of Structures (DAMAS), Gent, Belgium, 2015. Also in Journal of Physics: Conference Series, IOP Publishing, 628 (2015) 012008.  [Preprint]  [Presentation]

Vamvoudakis-Stefanou K.J., Sakellariou J.S., Fassois S.D., "Assessment of a Multiple Model based parametric method for output–only vibration–based damage detection for a population of like structures", Proceedings of the 11th International Conference on Damage Assessment of Structures (DAMAS), Gent, Belgium, 2015. Also in Journal of Physics: Conference Series, IOP Publishing, 628 (2015) 012009.  [Preprint] 

Avendano-Valencia L.D., Fassois S.D., "Natural vibration response based damage detection for an operating wind turbine via Random Coefficient linear parameter Varying AR modelling", Proceedings of the 11th International Conference on Damage Assessment of Structures (DAMAS), Gent, Belgium, 2015. Also in Journal of Physics: Conference Series, IOP Publishing, 628 (2015) 012073.  [Preprint]  [Presentation]

Vamvoudakis-Stefanou K.J., Sakellariou J.S., Fassois S.D., "Vibration-based damage detection for a population of nominally identical structures via a supervised PCA-based Multiple Model method", Proceedings of the Surveillance 8 International Conference, Roanne, France, October 2015.  [Preprint]  [Presentation]  (Received the MSSP Best Paper Award)

Avendano-Valencia L.D., Fassois S.D., "On Multiple-model based linear-parameter-varying based SHM for time-dependent structures under uncertainty", Proceedings of the Surveillance 8 International Conference, Roanne, France, October 2015.  [Preprint]  [Presentation]

Avendaño-Valencia L.D., Fassois S.D., "Parametric non-stationary random vibration parametric modeling and its application to Structural Health Monitoring", in Encyclopedia of Earthquake Engineering, edited by M. Beer, E. Patelli, I. Kougioumtzoglou, I. Siu-Kui Au, Springer, 2014.  [Preprint]

Spiridonakos M.D and Fassois S.D., "Non-stationary random vibration modeling and identification via Functional Series time-dependent ARMA models – a critical survey", Mechanical Systems & Signal Processing, Vol. 47(1-2), pp. 175-224, 2014.  [Preprint]

Avendaño-Valencia L.D., Fassois S.D., "Stationary and non-stationary random vibration modelling and analysis for an operating wind turbine", Mechanical Systems and Signal Processing, Vol. 47(1-2), pp. 263-285, 2014.  [Preprint]

Hios J., Fassois S.D., "A global statistical model based approach for vibration response-only damage detection under various temperatures: A proof-of-concept study", Mechanical Systems and Signal Processing, Vol. 49(1-2), pp. 77-94, 2014.  [Preprint]

Spiridonakos M.D., Fassois S.D., "Adaptable Functional series TARMA models for non-stationary signal representation & their application to mechanical random vibration modeling", Signal Processing, Vol. 96, Part A, pp. 63-79, 2014.  [Preprint]

Avendaño-Valencia L.D., Fassois S.D., "Decoupled estimation of the parameters and hyperparameters of generalized stochastic constraint TARMA models", Proceedings of the International Symposium on Communications, Control, and Signal Processing, Athens, Greece, 2014.  [Preprint]  [Poster]

Sotiriou D.I., Fassois S.D., "Non-stationary adaptive time series modeling for aircraft 4D trajectory conformance monitoring", Proceedings of the International Symposium on Communications, Control, and Signal Processing, Athens, Greece, 2014.  [Preprint] 

Vamvoudakis-Stefanou K.J., Sakellariou J.S., Fassois S.D., "Output-only Statistical Time Series methods for Structural Health Monitoring: a comparative study", Proceedings of the 7th European Workshop on Structural Health Monitoring (EWSHM), pp. 978-985, Nantes, France, 2014.  [Preprint]  [Presentation]

Sakaris C.S., Sakellariou J.S., Fassois S.D., "Precise vibration-based damage localization in 3D structures consisting of 1D elements: single vs multiple response measurements", Proceedings of the 7th European Workshop on Structural Health Monitoring (EWSHM), pp. 2145-2152, Nantes, France, 2014.  [Preprint]  [Presentation]

Avendaño-Valencia L.D., Fassois S.D., "Robust fault detection based on multiple Functional Series TAR Models for structures with time-dependent dynamics", Proceedings of the 7th European Workshop on Structural Health Monitoring (EWSHM), pp. 804-811, Nantes, France, 2014.  [Presentation]

Vamvoudakis-Stefanou K.J., Fassois S.D., "Vibration-based damage detection for a population of like structures via a MM framework", 6th International Symposium on NDT in Aerospace, Madrid, Spain, 2014.  [Preprint]  [Presentation]

Georgantopoulou S.A., Fassois S.D., "Stationary or non-stationary random excitation for vibration-based damage detection? An exploratory study", 6th International Symposium on NDT in Aerospace, Madrid, Spain, 2014.  [Preprint]  [Presentation]

Gómez González A., Fassois S.D., "Excitation and vibration response based damage diagnosis in wind turbine blades: an exploratory study", Proceedings of the ISMA International Conference on Noise and Vibration Engineering, Leuven, Belgium, 2014.  [Preprint]  [Presentation]

Vamvoudakis-Stefanou K.J., Sakellariou J.S., Fassois S.D., "Random vibration response-only damage detection for a set of composite beams", Proceedings of the ISMA International Conference on Noise and Vibration Engineering, Leuven, Belgium, 2014.  [Preprint]  [Presentation]

Kopsaftopoulos F.P., Fassois S.D., "A functional model based statistical time series method for vibration based damage detection, localization, and magnitude estimation", Mechanical Systems and Signal Processing, Vol. 39(1-2), pp. 143-161, 2013.  [Preprint]

Fassois S.D., Kopsaftopoulos F.P., "Statistical Time Series methods for vibration based Structural Health Monitoring", in New Trends in Structural Health Monitoring, W. Ostachowicz and A. Guemes (Eds.), pp. 209-264, Springer, 2013.  [Preprint]

Samara P.A., Sakellariou J.S., Fouskitakis G.N., Hios J.D., Fassois S.D., "Aircraft virtual sensor design via a time-dependent Functional Pooling NARX methodology", Aerospace Science and Technology, Vol. 29, pp. 114-124, 2013.  [Preprint]

Michaelides P.G. and Fassois S.D., "Experimental identification of structural uncertainty – an assessment of conventional and non-conventional stochastic identification techniques", Engineering Structures, Vol. 53, pp. 112-121, 2013.  [Preprint]

Spiridonakos M.D and Fassois S.D., "An FS-TAR based method for vibration-response-based fault diagnosis in stochastic time-varying Structures: Experimental application to a pick-and-place mechanism", Mechanical Systems and Signal Processing, Vol. 38, pp. 206-222, 2013.  [Preprint]

Kopsaftopoulos F.P., Fassois S.D., "A sequential Statistical Time Series framework for vibration based Structural Health Monitoring", Proceedings of the International Workshop on Structural Health Monitoring (IWSHM), Stanford University, USA, 2013.  [Preprint] 

Kopsaftopoulos F.P., Fassois S.D., "An adaptive time series framework for aircraft 4D trajectory conformance monitoring", Proceedings of the European Control Conference (ECC), Zurich, Switzerland, 2013.  [Preprint]  [Presentation]

Petratos V., Dimogianopoulos D., Kopsaftopoulos F.P. and Fassois S.D., "A novel robust MPC based aircraft auto-throttle for performing 4D contract flights”, Asian Control Conference, Istanbul, Turkey, 2013.  [Preprint]  [Presentation]

Sakaris C.S., Sakellariou J.S., Fassois S.D, "How many vibration response sensors for damage detection and localization on a continuous structural topology? An experimental exploratory study", in Proceedings of the 10th International Conference on Damage Assessment of Structures (DAMAS), Dublin, Ireland, 2013. Also in Key Engineering Materials, Trans Tech Publications, Vols. 569-570, pp. 791-798, 2013.  [Preprint]  [Presentation]

Kopsaftopoulos F.P., Vamvoudakis-Stefanou Kyriakos, Fassois S.D., "A model residual based sequential probability ratio test framework for structural damage diagnosis", in Proceedings of the 5th International Operational Modal Analysis Conference (IOMAC), Guimaraes, Portugal, 2013.  [Preprint]  [Presentation]

Avendaño-Valencia L.D., Fassois S.D, "In-operation identification of wind turbine non-stationary dynamics: A comparison of various methods", in Proceedings of the 5th International Operational Modal Analysis Conference (IOMAC), Guimaraes, Portugal, 2013.  [Preprint]  [Presentation]

Avendaño-Valencia L.D., Fassois S.D, "Generalized stochastic constraint TARMA models for in-operation identification of wind turbine non-stationary dynamics", in Proceedings of the 10th International Conference on Damage Assessment of Structures (DAMAS),Dublin, Ireland, 2013. Also in Key Engineering Materials, Trans Tech Publications, Vols. 569-570, pp. 587-594, 2013.  [Presentation]

Gonzalez A.G., Fassois S.D, "Vibration-response-based damage detection for scale wind turbine blades under varying environmental conditions", Proceedings of the Conference on Wind Energy Science and Technology (RUZGEM), Ankara, Turkey, 2013.  [Preprint]  [Presentation]

Gonzalez A.G., Fassois S.D., "Vibration-based statistical damage detection for scale wind turbine blades under varying environmental conditions", Proceedings of the Surveillance 7 International Conference, Chartres, France, 2013.  [Preprint]  [Presentation]

Dimogianopoulos D., Hios J.D., and Fassois S.D., "Aircraft engine health management via stochastic modelling of flight data interrelations", Aerospace Science and Technology, Volume 16 (1), pp. 70-81, 2012.  [Preprint]

Avendaño-Valencia L.D, and Fassois S.D., "In-operation output-only identification of wind turbine structural dynamics: Comparison of stationary and non-stationary approaches", Proceedings of the ISMA International Conference on Noise and Vibration Engineering, Leuven, Belgium, 2012.  [Preprint]  [Presentation]

Fassois S.D., and Avendaño-Valencia L.D, "Non-stationary random vibration parametric modelling and identification: methods and applications", Proceedings of the MEMSCON Workshop “Towards Intelligent Civil Infrastructure, Athens, Greece, 2012.  [Preprint]  [Presentation]

Fassois S.D., "Parametric modeling and identification of non-stationary random vibration: methods and applications", Keynote presentation at the 2nd International Conference on Condition Monitoring of Machinery in Non-Stationary Operations, Hammamet, Tunisia, March 2012.

Kopsaftopoulos F.P., Fassois S.D., "Vector-dependent Functionally Pooled ARX Models for the identification of systems under multiple operating conditions", Proceedings of the 16th IFAC Symposium on System Identification (SYSID), Brussels, Belgium, 2012.  [Preprint]  [Presentation]

Mastrapostolis T.S, Michaelides P.G, and Fassois S.D., "Short-term probabilistic conflict detection for pplane vehicles via adaptive time series modeling", AUVSI 2012 international Conference , Tel-Aviv, Israel, March 2012.  [Presentation]

Michaelides P.G, and Fassois S.D., "Uncertain structural dynamics identification via a Random Coefficient ARX model based method", Proceedings of the USD International Conference on Uncertainty in Structural Dynamics, Leuven, Belgium, 2012.  [Preprint]  [Presentation]

Sakaris C.S., Sakellariou J.S., Fassois S.D., "Damage detection and precise localization via a vibration based Functional Model method: application to a 3D truss structure”, Proceedings of the 6th European Workshop on Structural Health Monitoring (EWSHM 2012), Dresden, Germany, 2012.  [Preprint] 

Spiridonakos M.D and Fassois S.D., "Adaptable Functional Series TARMA models for non-stationary signal modelling", Proceedings of the 16th IFAC Symposium on System Identification (SYSID), Brussels, Belgium, 2012.  [Preprint]  [Presentation]

Spiridonakos M. D. and Fassois S. D., "Fault detection and identification in time-varying structures via an FS-TAR model based method: Application to a pick-and-place mechanism", Proceedings of the 6th European Workshop on Structural Health Monitoring (EWSHM 2012), Dresden, Germany, 2012.  [Preprint]  [Presentation]

Di Vito V., Gabard J.-F., Filippone E., Morani G., Le Tallec C., Giulietti F., Gatti M., Keshales B., Greenberg S., Delic M., Fassois S.D., Michaelides P.G., Mastrapostolis T., "Automation and control architectures for the personal plane project”, AUVSI 2012 international Conference , Tel-Aviv, Israel, 2012.  [Preprint] 

Kopsaftopoulos F.P. and Fassois S.D., "Scalar and vector Time Series methods for vibration based damage diagnosis in a scale aircraft skeleton structure", Journal of Theoretical and Applied Mechanics, Vol. 49(3), pp. 727-756, 2011.   [Preprint] 

Avendano-Valencia L.D, Spiridonakos M.D, and Fassois S.D., "In-operation identification of a wind turbine structure via non-stationary parametric models", Proceedings of the 8th International Workshop on Structural Health Monitoring (IWSHM), Stanford University, Stanford,CA, U.S.A, 2011.  [Preprint]  [Presentation]

Kopsaftopoulos F.P. and Fassois S.D., "Statistical Time Series methods for damage diagnosis in a scale aircraft skeleton structure – loosened bolts scenarios", Proceedings of the 9th International Conference on Damage Assessment of Structures (DAMAS), University of Oxford, England, 2011. In Journal of Physics: Conference Series, Vol. 305, 2011.   [Preprint]  [Presentation]

Kopsaftopoulos F.P., Apostolelis P.G., and Fassois S.D., "Output–only parametric identification of a scale cable–stayed bridge structure: a comparison of vector AR and stochastic subspace methods", Proceedings of the 4th International Operational Modal Analysis Conference (IOMAC), Istanbul, Turkey, 2011.  [Preprint]  [Presentation]

Mastrapostolis T.S., Michaelides P.G., and Fassois S.D., "Short – term conflict detection via adaptive Time Series modelling for a futuristic personal air transportation system", Ankara International Aerospace Conference (AIAC), Ankara, Turkey, 2011.  [Preprint]  [Presentation]

Michailides P.G., Apostolelis P.G., and Fassois S.D., "Vibration-based damage diagnosis in a laboratory cable-stayed bridge model via an RCP-ARX model based method", Proceedings of the 9th International Conference on Damage Assessment of Structures (DAMAS), St. Annes College, Oxford, UK, 11-13 July 2011. In Journal of Physics: Conference Series, Vol. 305, 2011.   [Preprint] 

Rizos D.D and Fassois S.D., "A-posteriori identifiability of the Maxwell Slip model of hysterisis", Proceedings of the 18th IFAC World Congress, Milan, Italy, 2011.   [Preprint] 

Spiridonakos M.D and Fassois S.D., "Output–only identification of time-varying structures via a complete FS-TARMA model approach", Proceedings of the 4th International Operational Modal Analysis Conference (IOMAC), Istanbul, Turkey, 2011.   [Preprint]  [Presentation]

Fassois S.D., "An overview of parametric methods for non-stationary random vibration modelling and identification", Proceedings of the 2011 Surveilance Conference (invited paper).   [Preprint] 

Fassois S.D. and Spiridonakos M.D, "Non-stationary random vibration modelling and identification – an overview of parametric methods and applications", Proceedings of the 4th International Operational Modal Analysis Conference (IOMAC), Istanbul, Turkey, 2011.   [Preprint]  [Presentation]  (Invited keynote presentation)

Xu X., Staszewski W.J., Shi Y.Z., and Fassois S.D., "Identification of time-variant systems using Wavelet Analysis of force and acceleration response signals”, Proceedings of the 4th International Operational Modal Analysis Conference (IOMAC), Istanbul, Turkey, 2011.   [Preprint]  [Presentation] 

Kopsaftopoulos F.P. and Fassois S.D., "Vibration based health monitoring for a lightweight truss structure: experimental assessment of several statistical time series methods", Mechanical Systems and Signal Processing, Vol. 24, pp. 1977-1997, 2010.  [Preprint]

Spiridonakos M.D., Poulimenos A.G., and Fassois S.D., "Output-only identification and dynamic analysis of time-varying mechanical structures under random excitation: A comparative assessment of parametric methods", Journal of Sound and Vibration, Vol. 329, pp. 768-785, 2010.  [Preprint]

Dimogiannopoulos D.G., Hios J.D., and Fassois S.D., "Onboard aircraft engine FDI via stochastic nonlinear modeling of flight variable interrelations", International Unmanned Vehicles Workshop (UVW2010), Istanbul, Turkey,2010.  [Preprint]  [Presentation]

Kopsaftopoulos F.P. and Fassois S.D., "Vibration based Health Monitoring for a lightweight truss structure: Experimental assessment of several Statistical Time Series methods", Proceedings of the ISMA 2010 International Conference on Noise and Vibration Engineering, pp. 867-892, Leuven, Belgium, 2010.  [Preprint]  [Presentation]

Kopsaftopoulos F.P. and Fassois S.D., "Vibration based Health Monitoring for a thin aluminum plate – A comparative assessment of Statistical Time Series methods", Proceedings of the 5th European Workshop on Structural Health Monitoring (EWSHM 2010), Sorrento, Italy, 2010.  [Preprint]  [Presentation]

Kopsaftopoulos F.P., Magripis S.G., Amplianitis A.D., and Fassois S.D., "Scalar and vector Time Series methods for vibration based damage diagnosis in an aircraft scale skeleton structure", Proceedings of the ASME 2010 10th Biennial Conference on Engineering Systems Design and Analysis (ESDA2010), Istanbul, Turkey, 2010.  [Preprint]  [Presentation]

Lekkas A.M., Hios J.D., and Fassois S.D., "Output-only damage detection in a composite beam under varying temperatures via vector stochastic models", Proceedings of the 5th European Workshop on Structural Health Monitoring (EWSHM 2010), Sorrento, Italy, July 2010.  [Preprint]  [Presentation]

Michailides P.G, Mastrapostolis T.S, S.D. Fassois, "Present state and required actions for the development of personal air transport systems", 1st Hellenic Symposium on Air Transport of Today and Tomorrow, Athens, Greece, May 2010.

Spiridonakos M.D. and Fassois S.D., "FS-TARMA models for non-stationary vibration analysis: An overview and recent advances", Proceedings of the 17th International Congress on Sound and Vibration (ICSV17), Cairo, Egypt, 2010.  [Preprint]  [Presentation]

Dimogianopoulos D., Hios J.D., and Fassois S.D., "FDI for aircraft systems using stochastic Pooled-NARMAX representations: Design and assessment", IEEE Trans. on Control Systems Technology, Vol. 17 (6), pp. 1385-1397, 2009.  [Preprint]

Fassois S.D. and Sakellariou J.S., "Statistical Time Series methods for SHM", in Encyclopedia of Structural Health Monitoring, Boller, C., Chang, F. and Fujino, Y. (eds.), John Wiley and Sons Ltd, Chichester, UK, pp 443-472, 2009.  [Preprint]

Hios J.D. and Fassois, S.D., "Stochastic identification of temperature effects on the dynamics of a smart composite beam: Assessment of Multi-Model and Global Model approaches", Smart Materials and Structures, Vol. 18 035011 (15pp), 2009.  [Preprint]

Poulimenos A.G. and Fassois S.D., "Output-only stochastic identification of a time-varying structure via Functional Series TARMA models", Mechanical Systems and Signal Processing, Vol. 23, pp. 1180-1204, 2009.  [Preprint]

Rizos D.D. and Fassois S.D., "Friction identification based upon the LuGre and Maxwell Slip models", IEEE Trans. on Control Systems Technology, Vol. 17(1), pp. 153-160, 2009.   [Preprint]

Spiridonakos M.D. and Fassois S.D., "Parametric identification of a time–varying structure based on vector vibration response measurements", Mechanical Systems and Signal Processing, Vol. 23, pp. 2029-2048, 2009.   [Preprint]

Hios J.D. and Fassois S.D., "Statistical damage detection in a smart structure under different temperatures via vibration testing: A Global Model based approach", Proceedings of the 8th International Conference on Damage Assessment on Structures (DAMAS), Beijing, China, 2009, Paper 042. Also in Key Engineering Materials, Vols. 413-414, pp. 261-268, 2009.   [Preprint]  [Presentation]

Hios J.D. and Fassois S.D., "Stochastic identification under multiple operating conditions: Functionally Pooled VARMA methods", Proceedings of the 15th IFAC Symposium on System Identification (SYSID), Saint-Malo, France, 2009.   [Preprint]  [Presentation]

Poulimenos A.G. and Fassois S.D., "Asymptotic analysis of non-stationary Functional Series TARMA estimators", Proceedings of the 15th IFAC Symposium on System Identification (SYSID), Saint-Malo, France, 2009.   [Preprint]  [Presentation]

Spiridonakos M.D. and Fassois S.D., "FS-TARMA models for non–stationary vibration analysis: An overview and comparison", Proceedings of the 15th IFAC Symposium on System Identification (SYSID), Saint-Malo, France, 2009.   [Preprint]  [Presentation]

Spiridonakos M.D. and Fassois S.D., "Vibration based fault detection in a time-varying link structure via non-stationary FS-VTAR models", Proceedings of the International Operational Modal Analysis Conference (IOMAC), Ancona, Italy, 2009.   [Preprint]  [Presentation]

Spiridonakos M.D. and Fassois S.D., "Multi-channel output-only identification of an extendable arm structure under random excitation: A comparison of parametric methods”, Proceedings of the 4th International Conference on Recent Advances in Space Technologies (RAST), Instabul, Turkey, 2009.   [Preprint]  [Presentation]

Dimogianopoulos D.G., Hios J.D., and Fassois S.D., "Aircraft fault detection and identification by stochastic Functionally Pooled modelling of relationships among attitude data", IMechE Journal of Aerospace Engineering, Vol. 222, pp. 801-816, 2008.  [Preprint]

Hios J.D. and Fassois S.D., "Stochastic vector identification and uncertain modal parameter estimation for a smart composite beam", Advances in Science and Technology, Vol. 56, pp. 453-458, 2008.  [Preprint]

Padthe A.K., Drincik B., Oh J., Rizos D.D., Fassois S.D., Bernstein D.S., "Duhem modeling of friction-induced hysteresis: Experimental determination of gearbox stiction", IEEE Control Systems Magazine, pp. 90-107, 2008.  [Preprint]

Rizos, D.D., Fassois, S.D., Marioli-Riga, Z., and Karanika, A., "Vibration-based skin damage statistical detection and restoration assessment in a stiffened aircraft panel", Mechanical Systems and Signal Processing, Vol. 22, pp. 315-337, 2008.  [Preprint]

Sakellariou J.S. and Fassois S.D., "Vibration based fault detection and identification in an aircraft skeleton structure via a stochastic Functional Model based method", Mechanical Systems and Signal Processing, Vol. 22, pp. 557-573, 2008.  [Preprint]

Samara P.A., Fouskitakis G.N., Sakellariou J.S., and Fassois S.D., "A statistical method for the detection of sensor abrupt faults in aircraft control systems", IEEE Trans. on Control Systems Technology, Vol. 16(4), pp. 789-798, 2008.  [Preprint]

Hios J.D. and Fassois S.D., "Stochastic identification of temperature effects on the dynamics of a smart composite beam: Assessment of Multi–Model and Global Approaches", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 2008),Leuven, Belgium, 2008.  [Preprint]  [Presentation]

Kopsaftopoulos F.P. and Fassois S.D., "Experimental assessment of vibration–based Time Series methods for Structural Health Monitoring", Proceedings of the 4th European Workshop on Structural Health Monitoring (SHM 2008), Cracow, Poland, 2008.  [Preprint]  [Presentation]

Michaelides P.G. and Fassois S.D., "Stochastic identification of structural dynamics from multiple experiments – experimental variability analysis",Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 2008), Leuven, Belgium, 2008.  [Preprint]  [Presentation]

Michaelides P.G. and Fassois S.D., "Damage detection and localization in the joints of a thin plate via a statistical Power Spectral Density based method”, Proceedings of the 4th European Workshop on Structural Health Monitoring (SHM 2008), Cracow, Poland, 2008.  [Preprint]  [Presentation]

Spiridonakos M.D. and Fassois S.D., "Non-stationary random vibration modelling in a retractable arm structure", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 2008), Leuven, Belgium, 2008.  [Preprint]  [Presentation]

Dimogianopoulos D., Hios J.D., and Fassois S.D., "On-board statistical detection and control of anomalous pilot-aircraft interactions", IEEE Transactions on Aerospace and Electronic Systems, Vol. 43(4), pp. 1385-1396, 2007.

Dimogianopoulos D., Hios J.D., and Fassois S.D., "Integral minimum variance like control for pooled nonlinear representations with application to an aircraft system”, International Journal of Control, Vol. 80(5), pp. 721-730, 2007.  [Preprint]

Fassois S.D. and Sakellariou J.S., "Time Series methods for fault detection and identification in vibrating structures", Journal of the Royal Society, Series A, Vol. 365, number 1851, pp. 411-448, 2007 (invited paper).  [Preprint]

Kopsaftopoulos F.P. and Fassois S.D., "Vibration–based structural damage detection and precise assessment via stochastic Functionally Pooled models", Key Engineering Materials, Vol. 347, pp. 127-132, 2007.  [Preprint]

Worden K., Parlitz U., Hornstein A., Engster D., Tjahjowidodo T., Al-Bender F., Rizos D., and Fassois S.D., "Identification of pre-sliding and sliding friction dynamics: Grey Box and Black Box models", Mechanical Systems and Signal Processing, Vol. 21(4), pp. 514-534, 2007.  [Preprint]

Dimogiannopoulos D.G., Hios J.D., and Fassois S.D., "Onboard engine FDI in autonomous aircraft using compact stochastic nonlinear modeling of flight signal dependencies", Proceedings of the European Control Conference (ECC), pp. 3422-3429, Kos, Greece, 2007.  [Preprint]  [Presentation]

Kopsaftopoulos F.P. and Fassois S.D., "Vibration–based structural damage detection and precise assessment via stochastic Functionally Pooled models", Proceedings of the 7th International Conference on Damage Assessment of Structures (DAMAS), Torino, Italy, 2007.  [Preprint]  [Presentation]

Poulimenos A.G. and Fassois S.D., "Asymptotic analysis of non-stationary Functional Series TAR estimators", Proceedings of the Mediterranean Control Conference, Athens, Greece, 2007.  [Preprint]  [Presentation]

Sakellariou J.S. and Fassois S.D., "A Functional Pooling framework for the identification of systems under multiple operating conditions”, Proceedings of the Mediterranean Control Conference, Athens, Greece, 2007.  [Preprint]  [Presentation]

Sakellariou J.S. and Fassois S.D., "Identification of dynamical systems under multiple operating conditions via Functionally Pooled ARMAX models”, Proceedings of the Mediterranean Control Conference, Athens, Greece, 2007.  [Preprint]  [Presentation]

Spiridonakos M.D. and Fassois S.D., "Parametric output-only identification of time-varying structures: The multiple measurement case", Proceedings of the Operational Modal Analysis Conference, Copenhagen, Denmark, 2007.  [Preprint]  [Presentation]

Sakellariou J.S. and Fassois S.D., "Stochastic output error based damage detection and assessment in structures under earthquake excitation", Journal of Sound and Vibration, Vol. 297, pp. 1048-1067, 2006.  [Preprint]

Poulimenos A.G. and Fassois S.D., "Parametric time-domain methods for non-stationary random vibration modelling and analysis: A critical survey and comparison", Mechanical Systems and Signal Processing, Vol. 20(4), pp. 763-816, 2006 (invited paper).  [Preprint]

Poulimenos A.G., Spiridonakos M.D., and Fassois S.D., "Identification of time-varying structures under unobservable excitation: An overview and experimental comparison of parametric methods”, Proceedings of the III European Conference on Computational Mechanics, Lisbon, 2006.  [Preprint]  [Presentation]

Spiridonakos M.D. and Fassois S.D., "Modelling and simulation of earthquake ground motion via Functional Series TARMA models with wavelet basis functions", Proceedings of the III European Conference on Computational Mechanics, Lisbon, 2006.  [Preprint]  [Presentation]

Dimogianopoulos D.G., Hios J.D., and Fassois S.D., "Fault detection and isolation in aircraft systems using stochastic nonlinear modelling of flight data dependencies", Proceedings of the 14th Mediterranean Conference on Control and Automation, Ancona, Italy, 2006.  [Preprint]  [Presentation]

Dimogianopoulos D.G., Hios J.D., and Fassois S.D., "Nonlinear integral minimum variance-like control with application to an aircraft system", Proceedings of the 14th Mediterranean Conference on Control and Automation, Ancona, Italy, 2006.  [Preprint]  [Presentation]

Kopsaftopoulos F.P. and Fassois S.D., "Identification of stochastic systems under multiple operating conditions: The vector dependent FP-ARX parametrization", Proceedings of the 14th Mediterranean Conference on Control and Automation, Ancona, Italy, 2006.  [Presentation]

Kopsaftopoulos F.P. and Fassois S.D., "Vibration-based fault detection and assessment in a scale aircraft structure via stochastic VFP-ARX Models”, Proceedings of the 3rd European Workshop on Structural Health Monitoring (EWSHM), Granada, 2006.  [Preprint]  [Presentation]

Fassois S.D. and Sakellariou J.S., "Time Series methods for fault detection and identification in vibrating structures", Proceedings of the 3rd European Workshop on Structural Health Monitoring (EWSHM), Granada, 2006.  [Preprint]  [Presentation]

Dimogianopoulos D.G., Hios J.D., and Fassois S.D., "Statistical fault detection and identification in aircraft systems via Functionally Pooled nonlinear modelling of flight data dependencies", Proceedings of the 25th International Congress of the Aeronautical Sciences, Hamburg, 2006.  [Preprint]  [Presentation]

Hios J.D. and Fassois S.D., "Identification of a Global Model describing the temperature effects on the dynamics of a smart composite beam", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 2006), Leuven, Belgium, 2006.  [Preprint]  [Presentation]

Poulimenos A.G., Spiridonakos M.D., and Fassois S.D., "Parametric time-domain methods for non-stationary random vibration identification and analysis: An overview and comparison", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 2006), Leuven, Belgium, 2006.  [Preprint]  [Presentation]

Stavropoulos C.N. and Fassois S.D., "The role of scheduled maintenace actions on the failure process of electric rail vehicles", in Real-Time Programming 2004, M. Colnaric, W.A. Halang and M. Wegrzyn (eds.), Elsevier 2005, pp. 103-108.   [Preprint]

Dimogianopoulos D.G., Hios J.D., Fassois S.D., "On-board statistical detection and control of anomalous pilot-aircraft interactions", IFAC World Congress 2005, Prague, Czech Republic, 2005.  [Preprint]  [Presentation]

Fassois S.D. and Dimogianopoulos D.G., "Fault detection and identification in stochastic mechanical systems: An overview with applications", 5th National Conference on Non-Destructive Testing: Certification, Applications, New Developments, Athens, 2005.  [Preprint]  [Presentation]

Fassois S.D. and Sakellariou J.S., "Statistical Time Series methods for the detection and identification of faults in vibrating structures", Proceedings of the Panhellenic Mechanical and Electrical Engineering Conference, Athens, pp. 6, 2005 (in Greek).  [Presentation]

Oh J.H., Padthe A.K., Bernstein D.S., Rizos D.D., Fassois S.D., "Duhem models for hysteresis in sliding and presliding friction", Proceedings of the Conference on Decision and Control (CDC ) – European Control Conference (ECC), Seville, Spain, pp. 8132-8137, 2005.  [Preprint]

Poulimenos A.G. and Fassois S.D., "On the estimation of non-stationary Functional Series TARMA models”, EUSIPCO 2005, Antalya, Turkey, 2005.  [Preprint]  [Presentation]

Rizos D.D. and Fassois S.D., "Friction identification based upon the LuGre and Maxwell slip models", IFAC World Congress 2005, Prague, Czech Republic, 2005.  [Preprint]  [Poster]

Rizos D.D. and Fassois S.D., "Maxwell slip model based identification and control of systems with friction", Proceedings of the Conference on Decision and Control (CDC) – European Control Conference (ECC), Seville, Spain, pp. 4578-4583, 2005.  [Preprint]  [Presentation]

Worden, K., Wong, C.X., Parlitz, U, Hornstein, A., Engster, D., Tjahjowidodo, T., Al-Bender, F., Fassois, S.D., Rizos, D.D., "Identification of pre-sliding and sliding friction”, Proceedings of the EUROMECH Nonlinear Dynamics Conference (ENOC), Eindhoven, Netherlands, 2005.  [Preprint]

Al-Bender F., Lampaert V., Fassois S.D., Rizos D.D., Worden K., Engster D., Hornstein A., Parlitz U., "Measurement and identification of pre-sliding friction dynamics". in Nonlinear Dynamics of Production Systems, G. Radons, R. Neugebauer (Eds.), Wiley-VCH, Weinheim, pp. 349-367. ISBN 3-527-40430-9, 2004.  

Parlitz U., Hornstein A., Engster D., Al-Bender F., Lampaert V., Tjahjowidodo T., Fassois S.D., Rizos D.D., Wong C.X., Worden K., "Identification of pre-sliding friction dynamics”, Chaos, Vol. 14(2), pp. 420-430, 2004 (invited paper).  [Preprint]

Rizos D.D. and Fassois S.D., "Presliding friction identification based upon the Maxwell slip model structure", Chaos, Vol. 14(2), pp. 431-445, 2004 (invited paper).  [Preprint]

Dimitriadis G., Fassois S.D., Poulimenos A.G., Shi D., "Identification and model updating of a non-stationary vibrating system", Proceedings of the ASME Conference on Engineering Systems Design and Analysis (ESDA), Paper ESDA2004-58405, Manchester, UK, 2004. 

Poulimenos A.G. and Fassois S.D., "Non-stationary vibration modelling and analysis via Functional Series TARMA models", 5th International Conference on Acoustical and Vibratory Surveillance Methods and Diagnostic Techniques, Senlis, France, pp.10, 2004.  [Preprint]  [Presentation]

Poulimenos A.G. and Fassois S.D., "Vibration-based on-line fault detection in non-stationary structural systems via a statistical model based method", Proceedings of the Second European Workshop on Structural Health Monitoring, pp. 687-694, Munich,Germany, 2004.  [Preprint]  [Presentation]

Poulimenos A.G. and Fassois S.D., "Non-stationary random vibration modelling and analysis via Functional Series TARMAX models", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 2004), Leuven, Belgium, pp. 2475-2489, 2004.  [Preprint]  [Presentation]

Sakellariou J.S. and Fassois S.D., "Fault detection and identification in a scale aircraft skeleton structure via a Functional model based method”, Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 2004), Leuven, Belgium, pp. 515-529, 2004.  [Preprint]

Sakellariou J.S., Petsounis K.A., Fassois S.D., "A Functional model based method for fault detection and identification in stochastic structural systems", Proceedings of the Second European Workshop on Structural Health Monitoring, pp. 679-686, Munich, Germany, 2004.  [Preprint]  [Presentation]

Stavropoulos Ch.N. and Fassois S.D., "The role of scheduled maintenance actions on the failure process of electric rail vehicles", International Workshop on Software Systems (IWSS), pp. 6, Istanbul, Turkey, 2004.  [Preprint]

Papakos V. and Fassois S.D., "Multichannel identification of aircraft skeleton structures under unobservable excitation: A vector AR/ARMA Framework", Journal of Mechanical Systems and Signal Processing, Vol. 17(6), pp. 1271-1290, 2003.  [Preprint]

Al-Bender F., Lampaert V., Fassois S.D., Rizos D.D., Worden K., Engster D., Hornstein A., Parlitz U., "Measurement and identification of pre-sliding friction dynamics", Proceedings of the 4th International Symposium on Investigations of Non-Linear Dynamic Effects in Production Systems, Chemnitz, Germany, G. Radons, R. Neugebauer (Eds.), Verlag Wissenschaftliche Scripten, Zwickau. ISBN 3-928921-88-6, pp. 21, 2003.

Poulimenos A.G. and Fassois S.D., "Estimation and identification of non-stationary Functional Series TARMA models”, Proceedings of the 13th IFAC Symposium on System Identification (SYSID), Rotterdam, pp. 162-167, 2003.  [Preprint]  [Presentation]

Poulimenos A.G. and Fassois S.D., "Non-stationary mechanical vibration modeling and analysis via Functional Series TARMA models", Proceedings of the 13th IFAC Symposium on System Identification (SYSID), pp. 965-970, Rotterdam, 2003.  [Preprint]  [Presentation]

Rizos D.D. and Fassois S.D., "Presliding friction identification based upon the Maxwell slip model structure”, Proceedings of the 4th International Symposium on “Investigations of Non-Linear Dynamic Effects in Production Systems”, Chemnitz, Germany, G. Radons, R. Neugebauer (Eds.), Verlag Wissenschaftliche Scripten, Zwickau. ISBN 3-928921-88-6, pp. 13, 2003.  [Presentation]

Samara P.A., Fouskitakis G.N., Sakellariou J.S., Fassois S.D., "Aircraft angle-of-attack virtual sensor design via a Functional Pooling NARX methodology", Proceedings of the European Control Conference (ECC), Cambridge, UK, 2003.

Samara P.A., Sakellariou J.S., Fouskitakis G.N., Fassois S.D., "Detection of Sensor Abrupt Faults in Aircraft Control Systems", Proceedings of the IEEE Conference on Control Applications (CAA), Istanbul, Turkey, 2003.

Chryssolouris G., Fassois S., Vasileiou E., "Data sampling technique (DST) for measuring surface waving", Intl. Journal of Production Research, Vol. 40, pp. 165-177, 2002.  [Preprint]

Fouskitakis G.N. and Fassois S.D., "Functional Series TARMA modeling and simulation of earthquake ground motion", Earthquake Engineering and Structural Dynamics, Vol. 31, pp. 399-420, 2002.  [Preprint]

Fouskitakis G.N. and Fassois S.D., "On the modeling of non-stationary signals via Functional Series TARMA models: An isomorphic matrix algebra based estimation method", Proc. of the Third Intern. Conference on Identification in Engineering Systems, Swansea, Wales, UK, pp. 78-87, 2002.  [Preprint]  [Presentation]

Rizos D.D., Fassois S.D., Marioli-Riga Z.P., Karanika A.N., "Statistical skin damage detection and restoration assessment for aircraft panels via vibration testing", Proceedings of the First European Workshop on Structural Health Monitoring, Paris, France, pp. 1211-1218, 2002.  [Preprint]  [Presentation]

Sakellariou J.S. and Fassois S.D., "Nonlinear ARX (NARX) based identification and fault detection in a 2 DOF system with cubic stiffness", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 2002), Leuven, Belgium, 2002.  [Preprint]  [Presentation]

Sakellariou J.S., Petsounis K.A., Fassois S.D., "On board fault detection and identification in railway vehicle suspensions via a Functional Model based method", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 2002), Leuven, Belgium, 2002.  [Preprint]  [Presentation]

Sakellariou J.S., Rizos D.D., Fassois S.D., "Fault detection and magnitude estimation for an aircraft skeleton structure via a Functional Model based method", Proceedings of the First European Workshop on Structural Health Monitoring, Paris, France, pp. 253-260, 2002.  [Preprint]  [Presentation]

Fassois S.D., "Parametric identification of vibrating structures", in the Encyclopedia of Vibration, S.G. Braun, D.J. Ewins, S.S. Rao (eds.), Academic Press, pp. 673-685, 2001. [Preprint] 

Fassois S.D., "MIMO LMS-ARMAX identification of vibrating structures – Part I: The method", Journal of Mechanical Systems and Signal Processing, Vol. 15(4), pp. 723-735, 2001.  [Preprint] 

Florakis A., Fassois S.D., Hemez F.M., "MIMO LMS-ARMAX identification of vibrating structures – Part II: A critical assessment",Journal of Mechanical Systems and Signal Processing, Vol. 15(4), pp. 737-758, 2001.  [Preprint] 

Fouskitakis G.N. and Fassois S.D., "On the estimation of non-stationary Functional Series TARMA models: An isomorphic matrix algebra based method", ASME Journal of Dynamic Systems, Measurement and Control, Vol. 123, pp. 601-610, 2001.  [Preprint] 

Petsounis K.A. and Fassois S.D., "Parametric time-domain methods for the identification of vibrating structures – A critical comparison and assessment", Journal of Mechanical Systems and Signal Processing, Vol. 15(6), pp. 1031-1060, 2001 (invited paper).   [Preprint] 

Petsounis K.A. and Fassois S.D., "Critical comparison of parametric time-domain structural identification methods: The wideband noise case”, Proceedings of the 19th International Modal Analysis Conference, Orlando, FL, USA, pp. 1036-1042, 2001.  [Preprint] 

Petsounis K.A. and Fassois S.D., "Critical comparison of parametric time-domain methods for the identification of vibrating structures: The narrowband noise case", Proceedings of the International Conference on Structural System Identification, Kassel, Germany, pp. 571-580, 2001.  [Preprint] 

Petsounis K.A., Rizos D.D., Fassois S.D., "In operation vector Autoregressive spectral and modal analysis of railway vehicle dynamics", Proceedings of the 4th European Conference on Noise Control, Patras, Greece, pp. 16, 2001.  [Preprint]  [Presentation]

Rizos D.D., Fassois S.D., Marioli-Riga Z.P. and Karanika A.N., "Damage detection in stiffened aircraft panels via vibration testing”, Proceedings of the International Conference on Structural System Identification, Kassel, Germany, pp. 453-462, 2001.   [Preprint]  [Presentation]

Sakellariou J.S., Petsounis K.A., Fassois S.D., "Vibration analysis based on board fault detection in railway vehicle suspensions: A feasibility study", National Conference on Recent Advances in Mechanical Engineering, Patras, Greece, paper ANG1/P080, pp. 6, 2001.

Petsounis K.A. and Fassois S.D., "Functional Series non-stationary vibration modeling and analysis in a planar manipulator", Journal of Sound and Vibration, Vol. 231(5), pp. 1355-1376, 2000.  [Preprint] 

Fouskitakis G.N. and Fassois S.D., "Functional Series modeling and simulation of earthquake ground motion", Proceedings of the European Conference on System Identification and Structural Health Monitoring, Madrid, Spain, pp. 293-302, 2000.   [Preprint]  [Presentation]

Petsounis K.A. and Fassois S.D., "Critical comparison and assessment of SISO time-domain methods for the identification of vibrating systems”, Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 25), Leuven, Belgium, Vol. 3, pp. 1233-1240, 2000.  [Preprint] 

Sakellariou J.S. and Fassois S.D., "Parametric output error based identification and fault detection in structures under earthquake excitation", Proceedings of the European Conference on System Identification and Structural Health Monitoring, Madrid, Spain, pp. 323-332, 2000.   [Preprint]  [Presentation]

Stavropoulos Ch.N. and Fassois S.D., "The impact of scheduled maintenance on the failure process of electric rail vehicles", Proceedings of the 8th Mediterranean Control Conference, Patras, Greece, pp. 6, 2000.   [Preprint] 

Stavropoulos Ch.N. and Fassois S.D., "Non-stationary Functional Series modeling of hardware reliability: A comparative study using rail vehicle interfailure times", Reliability Engineering and System Safety, Vol. 68, pp. 169-183, 2000.   [Preprint] 

Kontos A.S., Fassois S.D., and Deli M.F., "Short-term effects of air pollution on childhood respiratory illness in piraeus, Greece, 1987—1992: Nonparametric stochastic dynamic analysis", Environmental Research, Section A 81, pp. 275-296, 1999.   [Preprint] 

Fouskitakis G.N. and Fassois S.D., "Pseudo-linear estimation of fractionally integrated ARMA (ARFIMA) models with automotive application", IEEE Transactions on Signal Processing, Vol. 47(12), pp. 3365-3380, 1999.   [Preprint] 

Fouskitakis G.N., and Fassois S.D., "Functional Series modeling of non-stationary vibration signals", Euromech 401 Colloquim on Inverse Methods in Structural Dynamics, Liverpool, U.K.,1999 (invited paper).

Kontos A.S., Fassois S.D., Deli M.F., "Parametric dynamic modeling of the short-term effects of air pollution on children respiratory illness". Proceedings of the International Conference on Environmental Science and Technology, Samos, Greece, pp.154-161, 1999.

Nurprasetio P. and Fassois S.D., "Multivariate dimensional accuracy data analysis in automobile assembly: Modeling, reduction, and quality control issues", Proceedings of the European Control Conference (ECC), Karlsruhe, Germany, 1999.   [Preprint] 

Papakos V. and Fassois S.D., "LMS-ARMA multichannel identification of structures under natural excitation", Proceedings of the 2nd International Conference on Identification in Engineering Systems, Swansea, U.K., pp. 472-481, 1999.   [Preprint]

Petsounis K.A. and Fassois S.D., "Non-stationary stochastic vibration signal modeling and analysis in a planar manipulator", Proceedings of the 2nd International Conference on Identification in Engineering Systems, Swansea, U.K., pp. 649-658, 1999.   [Preprint]

Stavropoulos Ch.N. and Fassois S.D., "Non-stationary modeling of rail vehicle reliability: A comparative study", Proceedings of the European Control Conference (ECC), Karlsruhe, Germany, 1999.   [Preprint]

Ben Mrad R., Fassois S.D., Levitt J.A., "A polynomial-algebraic method for non-stationary TARMA signal analysis-Part I: The method", Signal Processing, Vol. 65, pp. 1-19, 1998.     [Preprint]

Ben Mrad R., Fassois S.D., Levitt J.A., "A polynomial-algebraic method for non-stationary TARMA signal analysis-Part II: Application to modeling and prediction of power consumption in automobile active suspension systems", Signal Processing, Vol. 65, pp. 21-38, 1998.  [Preprint]

Sadeghi M.H. and Fassois S.D., "Reduced-dimensionality geometric approach to fault identification in stochastic structural systems", AIAA Journal, Vol. 36(12), pp. 2250-2256, 1998.   [Preprint]

Ben Mrad R., Fassois S.D., Levitt J.A., "A polynomial-algebraic method for non-stationary TARMA signal analysis", Proceedings of the European Signal Processing Conference (EUSIPCO 98), Rhodes, Greece, Vol. IV, pp. 2373-2376, 1998.   [Preprint]

Fassois S.D. and Sadeghi M.H., "An overview of the geometric approach to fault identification in stochastic dynamical systems", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 23), Leuven, Belgium, Vol. 1, pp. 35-42, 1998 (invited paper).   [Preprint]

Florakis A., Fassois S.D., Hemez F.M., "Critical comparison and assessment of MIMO structural identification methods: Deterministic and stochastic schemes", Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 23), Leuven, Belgium, Vol. 1, pp. 351-358, 1998.   [Preprint]

Florakis A., Fassois S.D., Hemez F.M., "Critical assessment of MIMO structural identification methods: ARX and ARMAX schemes", Proceedings of the 16th International Modal Analysis Conference, Santa Barbara, CA, USA, Vol. 1, pp. 137-143, 1998.   [Preprint]

Fouskitakis G.N., Sakellariou J.S., Fassois S.D., "Non-stationary stochastic modeling and simulation of strong earthquake ground motion: An exploratory study", Proceedings of the 5th National Congress on Mechanics, Ioannina, Greece, Vol. 2, pp. 742-749, 1998.   [Preprint]

Kontos A.S., Fassois S.D., Deli, M.F., Koutsoulieris H.E., "Short-term effects of atmospheric pollution on children respiratory incidents in the city of piraeus: Dynamic stochastic analysis through spectral methods", Environmental Science and Technology at the University of Patras, pp. 45-53, 1998 (in Greek).

Stavropoulos Ch.N. and Fassois S.D., "Exploratory non-stationary modeling of hardware reliability: The case of electric rail vehicles", Proceedings of the 5th National Congress on Mechanics, Ioannina, Greece, Vol. 2, pp. 833-840, 1998.   [Preprint]

Nurprasetio P. and Fassois S.D., "A direct spectral method for continuous-time stochastic system estimation based on measured data and a-priori information", Journal of Mechanical Systems and Signal Processing, Vol. 11, pp. 287-306, 1997.  [Preprint]

Sadeghi M.H. and Fassois S.D., "A geometric approch to the non-destructive identification of faults in stochastic srtuctural systems", AIAA Journal, Vol. 35, pp. 700-705, 1997.  [Preprint]

Chen C.H. and Fassois S.D., "On the estimation of stochastic Wiener-Hammerstein-type systems with non-smooth non-linearity", Proceedings of the American Control Conference (ACC 1997), Albuquerque, NM, USA, 1997, Vol. 3, pp. 1494-1498.  [Preprint]

Fassois S.D. and Denoyer K., "Effective synthesis of random vibration signals from partial covariance information", Proceedings of the Sixth International Conference on Recent Advances in Structural Dynamics, ISVR, Southampton, England, 1997, Vol. 2, pp. 1533-1547.

Fouskitakis G.N. and Fassois S.D., "Long-memory modeling and prediction of automotive active suspension power consumption", Proceedings of the American Control Conference (ACC 1997), Albuquerque, NM, USA, 1997, Vol. 5, pp. 3354-3358.  [Preprint]

Fouskitakis G.N. and Fassois S.D., "On the estimation of long-memory Time Series models", Proceedings of the European Control Conference (ECC 1997), Brussels, Belgium, Vol. 4, Paper TH-M-F3, 1997.  [Preprint]

Kontos A.S., Fassois S.D., Deli M.F., "Short-term effects of air pollution on children respiratory illness in Piraeus, 1990-92: A re-analysis with the inclusion of ozone", Proceedings of the 5th International Conference on Environmental Science and Technology, Lesbos, Greece, 1997, Vol. 1, pp. 396-403.  [Preprint]

Sadeghi M.H. and Fassois S.D., "Reduced-dimensionality geometric approach to the identification of faults in stochastic structural systems", Proceedings of the Sixth International Conference on Recent Advances in Structural Dynamics, ISVR, Southampton, England, 1997, Vol. 1, pp. 427-441.

Skjaerbaek P.S., Kirkegaard P.H., Fouskitakis G.N., Fassois S.D., "Non-stationary modelling and simulation of near-source earthquake ground motion: ARMA and Neural Network approaches”, Proceedings of the 15th International Modal Analysis Conference (IMAC 1997), Orlando, FL, USA, Vol. 2, pp. 1904-1910.  [Preprint]

Ben Mrad R., Fassois S.D., Levitt J.A., Bachrach B.I., "On-board prediction of power consumption in automobile active suspension systems – Part I: Predictor design issues", Journal of Mechanical Systems and Signal Processing, Vol. 10, pp. 135-154, 1996.  [Preprint]

Ben Mrad R., Fassois S.D., Levitt J.A., Bachrach B.I., "On-board prediction of power consumption in automobile active suspension systems – Part II: Validation and performance evaluation", Journal of Mechanical Systems and Signal Processing, Vol. 10, pp. 155-169, 1996.  [Preprint]

Sadeghi M.H. and Fassois S.D., "A geometric approach to fault identification in stochastic dynamical systems", Mechanika (Zes. Nau. Pol. Slaskiej), Vol. 123, pp. 71-77, 1996.  [Preprint]

Fouskitakis G.N. and Fassois S.D., "A pseudo-linear method for fractionally integrated ARMA (ARFIMA) model estimation", Proceedings of the 8th IEEE Signal Processing Workshop on Statistical Signal and Array Processing, Corfu, Greece, pp. 267-270, 1996.  [Preprint]

Kontos A., Fassois S.D., Deli M.F., "Short-term effects of air pollution on children respiratory illness in Piraeus: A non-parametric stochastic dynamical system approach", Proceedings of the International Conference on Protection and Restoration of the Environment III, Chania, Greece, pp. 540-547, 1996.

Sadeghi M.H. and Fassois S.D., "A geometric approach to the non-destructive identification of faults in stochastic structural systems", Proceedings of the International Conference on Identification in Engineering Systems, Swansea, U.K., pp. 28-37, 1996.

Antonopoulou E., Deli M., Mandeki A., Petropoulou M., Fassois S.D., "Time Series analysis of short-term effects of atmospheric pollution on children respiratory incidents: The case of the hospital of Nicae”, Proceedings of the 21st Annual Panhellenic Medical Conference, The Athens Medical Society, Greece, 1995 (in Greek).

Ben Mrad R., Fassois S.D., Levitt J.A., "Non-stationary modeling and prediction of power consumption in automotive active suspension systems", Proceedings of the 1995 European Control Conference, Rome, Italy, Vol.1, pp. 759-764, 1995.  [Preprint]

Fassois S.D. and Sadeghi M.H., "Fault identification in complicated dynamical systems: The case of automobile active suspension”, Proceedings of the Two Day Conference on Modern Automatic Control Technologies, pp. 249-254, TEE, Athens, 1995 (in Greek).

Sadeghi M.H. and Fassois S.D., "On-board fault identification in an automobile fully-active suspension system", Proceedings of the First IFAC Workshop on Advances in Automotive Control, Ascona, Switzerland, pp. 132-137, 1995.

Ben Mrad R., Levitt J.A., Fassois S.D., "Non-linear dynamic modeling of an automobile hydraulic active suspension system", Journal of Mechanical Systems and Signal Processing, Vol. 8, pp. 485-517, 1994.  [Preprint]

Thelen D.G., Schultz A.B., Fassois S.D., Ashton-Miller J.A., "Identification of dynamic myoelectric signal to force models during isometric lumbar muscle contractions", Journal of Biomechanics, Vol. 27, pp. 907-919, 1994.  [Preprint]

Ben Mrad R., Fassois S.D., Levitt J.A., "Nonstationary signal estimation using time-varying ARMA Models", Proceedings of the IEEE International Symposium on Time-Frequency and Time-Scale Analysis, Philadelphia, PA, pp. 433-436, 1994.  [Preprint]

Deli M., Kontos A., Fassois S.D., Damianaki D., Koutsoulieris H.,"Short-term effects of atmospheric pollution on children respiratory incidents in the city of Piraeus", Proceedings of the 20th Annual Panhellenic Medical Conference, p. 109, The Athens Medical Society, Athens, Greece, 1994 (in Greek).