MEBM E4439

MODELING & ID OF DYNAMIC SYST

Columbia University in the City of New York · UGRD · Fall 2026

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Corequisites: EEME E3601 Generalized dynamic system modeling and simulation. Fluid, thermal, mechanical, diffusive, electrical, and hybrid systems are considered. Nonlinear and high order systems. System identification problem and Linear Least Squares method. State-space and noise representation. Kalman filter. Parameter estimation via prediction-error and subspace approaches. Iterative and bootstrap methods. Fit criteria. Wide applicability: medical, energy, others. MATLAB and Simulink environments

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Class #columbia_in_city_new_york-MEBME4439Fall 2026UGRD3.00 credits
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