Prognosis and health monitoring of nonlinear systems using a hybrid scheme through integration of PFs and neural networks N Daroogheh, A Baniamerian, N Meskin, K Khorasani IEEE Transactions on Systems, Man, and Cybernetics: Systems 47 (8), 1990-2004, 2016 | 52 | 2016 |
A dual particle filter-based fault diagnosis scheme for nonlinear systems N Daroogheh, N Meskin, K Khorasani IEEE transactions on control systems technology 26 (4), 1317-1334, 2017 | 35 | 2017 |
A hybrid prognosis and health monitoring strategy by integrating particle filters and neural networks for gas turbine engines N Daroogheh, A Baniamerian, N Meskin, K Khorasani 2015 IEEE conference on prognostics and health management (PHM), 1-8, 2015 | 32 | 2015 |
A novel particle filter parameter prediction scheme for failure prognosis N Daroogheh, N Meskin, K Khorasani 2014 American Control Conference, 1735-1742, 2014 | 26 | 2014 |
Particle filtering for state and parameter estimation in gas turbine engine fault diagnostics N Daroogheh, N Meskin, K Khorasani 2013 American Control Conference, 4343-4349, 2013 | 18 | 2013 |
An improved particle filtering-based approach for health prediction and prognosis of nonlinear systems N Daroogheh, N Meskin, K Khorasani Journal of the Franklin Institute 355 (8), 3753-3794, 2018 | 14 | 2018 |
Ensemble Kalman filters for state estimation and prediction of two-time scale nonlinear systems with application to gas turbine engines N Daroogheh, N Meskin, K Khorasani IEEE Transactions on Control Systems Technology 27 (6), 2565-2573, 2018 | 11 | 2018 |
Engine life evaluation based on a probabilistic approach N Daroogheh, A Vatani, M Gholamhossein, K Khorasani ASME International Mechanical Engineering Congress and Exposition 45172, 347-358, 2012 | 9 | 2012 |
High gain adaptive control of a neutralization process pH N Daroogheh 2009 Chinese Control and Decision Conference, 3477-3480, 2009 | 8 | 2009 |
Centrifugal compressor identification using LOLIMOT N Daroogheh 2009 Chinese Control and Decision Conference, 771-774, 2009 | 6 | 2009 |
Robust hybrid EKF approach for state estimation in multi-scale nonlinear singularly perturbed systems N Daroogheh, N Meskin, K Khorasani 53rd IEEE Conference on Decision and Control, 1047-1054, 2014 | 4 | 2014 |
Deterioration detection and health monitoring in aircraft jet engines N Daroogheh, A Baniamerian, H Nayyeri, K Khorasani ASME International Mechanical Engineering Congress and Exposition 45172, 367-375, 2012 | 4 | 2012 |
Robust adaptive control of surge instability in a centrifugal compressor with variable speed N Daroogheh, MR Jahed-Motlagh, MTH Beheshti Proceedings of the 2010 American Control Conference, 5056-5061, 2010 | 4 | 2010 |
Ensemble Kalman filters (EnKF) for state estimation and prediction of two-time scale nonlinear systems with application to gas turbine engines N Daroogheh, N Meskin, K Khorasani arXiv preprint arXiv:1710.05244, 2017 | 2 | 2017 |
Prediction of the jet engine performance deterioration M Gholamhossein, A Vatani, N Daroogheh, K Khorasani ASME International Mechanical Engineering Congress and Exposition 45172, 359-366, 2012 | 2 | 2012 |
Health Monitoring of Nonlinear Systems with Application to Gas Turbine Engines N Daroogheh Concordia University, 2016 | 1 | 2016 |