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Nonlinear model of leachate anaerobic digestion treatment process
Alzate Ibáñez, Angélica María; Ocampo-Martínez, Carlos
Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial; Universitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control
In this report a continuous adaptive high-gain observer method is presented for the estimation of state variables that could not be measurable online and unknown time-varying parameters of leachate anaerobic digestion treatment process. The high-gain observer is a variant of the Luenberger extended observer and involves an adjustable gain parameter. It is characterized by easy implementation and calibration, is stable and exhibit exponential convergence. The observer is based on a simplified mathematical model of the system. Calibration of the model was performed with real data from the Upflow Anaerobic Sludge Blanket (UASB) reactor for landfill leachate treatment in open loop under normal operational conditions. The model performance is evaluated via numerical simulations showing adequate results. The criteria used for considering the model as acceptable is to calculate the values of Mean Magnitude of Relative Error (MMRE) and Prediction at level l.
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
mathematical programming
nonlinear programming.
Classificació INSPEC::Optimisation::Mathematical programming
Attribution-NonCommercial-NoDerivs 3.0 Spain
Article - Esborrany

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