Browsing by Author "Daroogheh, Najmeh"
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Prognosis and Health Monitoring of Nonlinear Systems Using a Hybrid Scheme Through Integration of PFs and Neural Networks
Daroogheh, Najmeh; Baniamerian, Amir; Meskin, Nader; Khorasani, Khashayar ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Article)In this paper, a novel hybrid architecture is proposed for developing a prognosis and health monitoring methodology for nonlinear systems through integration of model-based and computationally intelligent-based techniques. ... -
Robust Hybrid EKF approach for state estimation in multi-scale nonlinear singularly perturbed systems
Daroogheh, Najmeh; Meskin, Nader; Khorasani, Khorasani ( IEEE , 2014 , Conference Paper)In this paper a general framework is developed for state estimation in a class of nonlinear continuous-time singularly perturbed systems. Our approach is based on the hybrid extended Kalman filter in which observations are ...