IMPLEMENTATION OF KALMAN FILTER ALGORITHM ON REDUCED MODELS WITH LINEAR MATRIX INEQUALITY METHOD AND ITS APPLICATION TO HEAT CONDUCTION PROBLEMS
Journal Title: International Journal of Civil Engineering and Technology - Year 2019, Vol 10, Issue 3
Abstract
In this paper, we discuss the model reduction and estimation of state variables of the heat conduction system by using Linear Matrix Inequality method and Kalman filter algorithm. We aim to obtain accurate estimation with short computing time. First, we construct a reduced model by using Linear Matrix Inequality method. Further, we apply state variables estimation steps of discrete stochastic dynamical systems by using Kalman filter algorithm on the reduced model.
Authors and Affiliations
NENIK ESTUNINGSIH, FATMAWATI and ERNA APRILIANI
Keywords
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