Essays about: "Model Parameter Estimation"
Showing result 21 - 25 of 217 essays containing the words Model Parameter Estimation.
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21. Comparison of Indirect Inference and the Two Stage Approach
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Parametric models are used to understand dynamical systems and predict its future behavior. It is difficult to estimate the model’s parametric values since there are usually many parameters and they are highly correlated. READ MORE
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22. Orbit-simulator for downstream processes
University essay from Lunds universitet/Kemiteknik (CI)Abstract : In an ever more digitilized society, the transition is palpable also in the pharmaceutical industry. The control system Orbit was developed at the department of chemical engineering at Lund University, to be able to automate downstream processes based on the ÄKTA-system. READ MORE
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23. Improving term structure measurements by incorporating steps in a multiple yield curve framework
University essay from Linköpings universitet/ProduktionsekonomiAbstract : By issuing interest rate derivative contracts, market makers such as large banks are exposed to undesired risk. There are several methods for banks to hedge themselves against this type of risk; one such method is the stochastic programming model developed by Blomvall and Hagenbjörk (2022). READ MORE
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24. Estimation of dissolved organic carbon from inland waters using remote sensing data and machine learning
University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskapAbstract : This thesis presents the first attempt to estimate Dissolved Organic Carbon (DOC) in inland waters over a large-scale area using satellite data and machine learning (ML) methods. Four ML approaches, namely Random Forest Regression (RFR), Support Vector Regression (SVR), Gaussian Process Regression (GPR), and a Multilayer Backpropagation Neural Network (MBPNN) were tested to retrieve DOC using a filtered version of the recently published open source AquaSat dataset with more than 16 thousand samples across the continental US matched with satellite data from Landsat 5, 7 and 8 missions. READ MORE
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25. Estimation of Input Forces on a Cutting Tool using Strain Output Signals
University essay from Blekinge Tekniska Högskola/Institutionen för maskinteknikAbstract : Lathes are frequently used in industrial production. It is an important parameter to calculate the force exerted by the cutter head on the raw material. Knowing the force acting on the cutting tool will aid in predicting the displacement of the cutting edge as well as predict displacement of the workpiece. READ MORE