Fotis Kopsaftopoulos

发表

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).

Rotor Fault Detection and Identification for a Hexacopter Based on Control and State Signals via Statistical Learning Methods

Fotis Kopsaftopoulos, Airin Dutta, Farhan Gandhi, 2020 .

Probabilistic Active Sensing Acousto-Ultrasound SHM Based on Non-Parametric Stochastic Representations

Fotis Kopsaftopoulos, Ahmad Amer, F. Kopsaftopoulos, 2019, Proceedings of the Vertical Flight Society 75th Annual Forum.

Bondline Degradation Monitoring and Remaining Strength Estimation via an Electromechanical Impedance-Based Method

Fotis Kopsaftopoulos, Fu-Kuo Chang, Yitao Zhuang, 2016 .

A Self-Adaptive 1D Convolutional Neural Network for Flight-State Identification

Xi Chen, He Ren, Qi Wu, 2019, Sensors.

Flight State Identification of a Self-Sensing Wing via an Improved Feature Selection Method and Machine Learning Approaches

Xi Chen, He Ren, Qi Wu, 2018, Sensors.

Experimental Identification of Structural Dynamics and Aeroelastic Properties of a Self-sensing Smart Composite Wing

Fotis Kopsaftopoulos, Yu-Hung Li, Bo Ye, 2015 .

Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms

Carlos A. Varela, Stacy Patterson, Fotis Kopsaftopoulos, 2020, DDDAS.

A stochastic global identification framework for aerospace structures operating under varying flight states

Fotis Kopsaftopoulos, Fu-Kuo Chang, Yu-Hung Li, 2018 .

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.

Dynamic data driven analytics for multi-domain environments

Erik Blasch, Carlos A. Varela, Fotis Kopsaftopoulos, 2019, Defense + Commercial Sensing.

A Stochastic Global Identification Framework for Aerospace Vehicles Operating Under Varying Flight States pdf

Fotis Kopsaftopoulos, Fu-Kuo Chang, Raphael Nardari, 2016, ArXiv.

A self-diagnostic adhesive for monitoring bonded joints in aerospace structures

Fotis Kopsaftopoulos, Fu-Kuo Chang, Yitao Zhuang, 2016, SPIE Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

Estimating Lithium-ion Battery State of Charge and Health with Ultrasonic Guided Waves Using an Efficient Matching Pursuit Technique

Fotis Kopsaftopoulos, Fu-Kuo Chang, Chen Liu, 2018, 2018 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific).

Rotor Fault Detection and Identification on a Hexacopter Based on Statistical Time Series Methods

Fotis Kopsaftopoulos, Airin Dutta, Farhan Gandhi, 2019 .

Decision Making for Reference-Free Damage Detection

Fotis Kopsaftopoulos, Fu-Kuo Chang, Surajit Roy, 2015 .

Rotor Fault Detection and Identification on a Hexacopter under Varying Flight States Based on Global Stochastic Models

Fotis Kopsaftopoulos, Airin Dutta, Farhan Gandhi, 2020 .

Investigation of Broadband High-Frequency Stochastic Actuation for Active-Sensing SHM Under Varying Temperature

Shabbir Ahmed, Fotis Kopsaftopoulos, 2019 .

Intelligent Flight State Identification of a Self-Sensing Wing through Neural Network Modelling

Xi Chen, Hailin Cao, Fotis Kopsaftopoulos, 2017 .

State Sensing and Awareness for a Bio-inspired Intelligent Composite UAV Wing

Fotis Kopsaftopoulos, Fu-Kuo Chang, Yu-Hung Li, 2015 .

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

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

A Dynamic Data-Driven Stochastic State-Awareness Framework for the Next Generation of Bio-inspired Fly-by-Feel Aerospace Vehicles

Fotis Kopsaftopoulos, Fu-Kuo Chang, F. Chang, 2018, Handbook of Dynamic Data Driven Applications Systems.

Deformation Data Recovery Based on Compressed Sensing in Bridge Structural Health Monitoring

Xiaoheng Tan, Hailin Cao, Fotis Kopsaftopoulos, 2017 .

Fault Detection and Identification for Multirotor Aircraft by Data-Driven and Statistical Learning Methods

Fotis Kopsaftopoulos, Airin Dutta, Farhan Gandhi, 2019, 2019 AIAA/IEEE Electric Aircraft Technologies Symposium (EATS).

Battery charge and health state monitoring via ultrasonic guided-wave-based methods using built-in piezoelectric transducers

Fu-Kuo Chang, Fotis Kopsaftopoulos, Raphael Nardari, 2017, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

Battery State of Charge Estimation using Guided Waves— Numerical Validation and Statistical Analysis

Fotis Kopsaftopoulos, Fu-Kuo Chang, Purim Ladpli, 2017 .

Towards Unified Probabilistic Rotorcraft Damage Detection and Quantification via Non-parametric Time Series and Gaussian Process Models

Fotis Kopsaftopoulos, Ahmad Amer, F. Kopsaftopoulos, 2020, Proceedings of the Vertical Flight Society 76th Annual Forum.

7.20 Structural Health Monitoring of Composites

Kuldeep Lonkar, Fu-Kuo Chang, Fotis Kopsaftopoulos, 2018 .

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

Spilios D. Fassois, Fotis Kopsaftopoulos, Aris D. Amplianitis, 2010 .

Recent advancements and vision toward stretchable bio-inspired networks for intelligent structures

Fu-Kuo Chang, Fotis Kopsaftopoulos, Zhiqiang Guo, 2014 .

Damage detection sensitivity characterization of acousto-ultrasound-based structural health monitoring techniques

Sang Jun Lee, Fu-Kuo Chang, Frank Li, 2016 .

Towards Provably Correct Probabilistic Flight Systems

Carlos A. Varela, Fotis Kopsaftopoulos, Saswata Paul, 2020, DDDAS.

Data-Driven State Awareness for Fly-by-Feel Aerial Vehicles via Adaptive Time Series and Gaussian Process Regression Models

Carlos A. Varela, Fotis Kopsaftopoulos, Ahmad Amer, 2020, DDDAS.

Remarks on the micro-earthquake detection problem: Refining the outcome using stochastic modeling

Fotis Kopsaftopoulos, N. Martakis, Athanasios Lois, 2020 .

Data-driven Stochastic Identification for Fly-by-feel Aerospace Structures: Critical Assessment of Non-parametric and Parametric Approaches

Fotis Kopsaftopoulos, 2019 .

Bondline Integrity Monitoring of Adhesively Bonded Structures via an Electromechanical Impedance Based Approach

Fotis Kopsaftopoulos, Fu-Kuo Chang, Yitao Zhuang, 2015 .

Probabilistic Damage Quantification via the Integration of Non- parametric Time-Series and Gaussian Process Regression Models

Fotis Kopsaftopoulos, Ahmad Amer, 2019 .

Data-driven State Awareness for Fly-by-feel Aerial Vehicles: Experimental Assessment of a Non-parametric Probabilistic Stall Detection Approach

Fotis Kopsaftopoulos, Fu-Kuo Chang, Raphael Nardari, 2017 .

Design of an Intelligent Self-Aware Solar-Powered Unmanned Aerial Vehicle: Conventional and Unconventional Design Approaches

Eric Liu, Shiyan Yang, Fotis Kopsaftopoulos, 2019 .

Data-Driven Stochastic Identification of a UAV Under Varying Flight and Structural Health States

Fotis Kopsaftopoulos, Anegi James, 2019 .

High Accuracy Flight State Identification of a Self-Sensing Wing via Machine Learning Approaches

Xi Chen, Fu-Kuo Chang, Cheng Liu, 2019 .

Damage Quantification of Active Sensing Acousto-ultrasound-based SHM Based on a Multi-path Unit-cell Approach

Fu-Kuo Chang, Fotis Kopsaftopoulos, Howard Chung, 2017 .

Gaussian process regression for active sensing probabilistic structural health monitoring: experimental assessment across multiple damage and loading scenarios

Fotis Kopsaftopoulos, Ahmad Amer, F. Kopsaftopoulos, 2021, Structural Health Monitoring.

Stochastic Identification-based Active Sensing Acousto-Ultrasound SHM Using Stationary Time Series Models

Fotis Kopsaftopoulos, Shabbir Ahmed, F. Kopsaftopoulos, 2022, 2201.11233.

Statistical residual-based time series methods for multicopter fault detection and identification

Farhan Gandhi, Fotis Kopsaftopoulos, Airin Dutta, 2021 .

Multicopter Fault Detection and Identification via Data-Driven Statistical Learning Methods

Farhan Gandhi, Fotis Kopsaftopoulos, Airin Dutta, 2021, AIAA Journal.

Correction: Investigation of damage size and orientation effects in active-sensing SHM via statistical non-parametric time series methods

Fotis Kopsaftopoulos, Shruti Arumbakkam, Rohan Cherian-Ashe, 2021 .

Time-varying Identification of Guided Wave Propagation under Varying Temperature via Non-Stationary Time Series Models

Fotis Kopsaftopoulos, Shabbir Ahmed, F. Kopsaftopoulos, 2022, 2201.04721.

Active-Sensing Structural Health Monitoring via Statistical Learning: An Experimental Study Under Varying Damage and Loading States

Fotis Kopsaftopoulos, Ahmad W. Amer, Shabbir Ahmed, 2020, Lecture Notes in Civil Engineering.

Data-Driven Flight State Identification via Time-Series-Informed Features and Convolutional Neural Network

Fotis Kopsaftopoulos, Alexander Belsten, 2021, AIAA AVIATION 2021 FORUM.

Probabilistic SHM under varying loads via the integration of Gaussian Process Regression and physics-based guided-wave propagation models

Fotis Kopsaftopoulos, Surajit Roy, Ahmad W. Amer, 2020, AIAA Scitech 2021 Forum.

Stochastic Identification of Guided Wave Propagation under Ambient Temperature via Non-Stationary Time Series Models

Fotis Kopsaftopoulos, Shabbir Ahmed, F. Kopsaftopoulos, 2021, Sensors.

Damage Detection Sensitivity Characterization of Acousto-Ultrasound-based SHM Techniques

Fotis Kopsaftopoulos, Vishnuvardhan Janapati, Fu-Kuo Chang, 2014 .

Towards Proving Runtime Properties of Data-Driven Systems Using Safety Envelopes

Samuel Breese, Fotis Kopsaftopoulos, Carlos Varela, 2019 .

Uncertainty Quantification of Guided Waves Propagation for Active Sensing Structural Health Monitoring

Fotis Kopsaftopoulos, Shabbir Ahmed, F. Kopsaftopoulos, 2019 .

A functional model based statistical time series method for vibration based damage detection, localization, and magnitude estimation

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

A vibration model residual-based sequential probability ratio test framework for structural health monitoring

Spilios D. Fassois, Fotis Kopsaftopoulos, S. Fassois, 2015 .

Multifunctional Energy Storage Composites for SHM Distributed Sensor Networks

Fotis Kopsaftopoulos, Fu-Kuo Chang, Raphael Nardari, 2015 .

Estimating state of charge and health of lithium-ion batteries with guided waves using built-in piezoelectric sensors/actuators

Fotis Kopsaftopoulos, Fu-Kuo Chang, Purim Ladpli, 2018 .

Integrity monitoring of adhesively bonded joints via an electromechanical impedance-based approach

Fotis Kopsaftopoulos, Fu-Kuo Chang, Yitao Zhuang, 2018 .

Preface to the IWSHM 2017 Special Issue of Structural Health Monitoring: An International Journal

Alfredo Güemes, Fotis Kopsaftopoulos, 2018, Structural Health Monitoring.

Adhesive bond-line degradation detection via a cross-correlation electromechanical impedance–based approach

Fotis Kopsaftopoulos, Fu-Kuo Chang, Yitao Zhuang, 2016 .

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

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

Multifunctional Energy Storage Composites: Design, Fabrication, and Experimental Characterization

Fotis Kopsaftopoulos, Fu-Kuo Chang, Raphael Nardari, 2016 .