Robust Estimation for a CSTR Using a High Order Sliding Mode Observer and an Observer-Based Estimator

This paper presents an estimation structure for a continuous stirred-tank reactor, which is comprised of a sliding mode observer-based estimator coupled with a high-order sliding-mode observer. The whole scheme allows the robust estimation of the state and some parameters, specifically the concentra...

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Detalles Bibliográficos
Autores: Botero, Héctor, Jiménez-Rodríguez, Esteban, Jaramillo, Oscar, Sánchez Torres, Juan Diego
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2016
País:Colombia
Institución:Universidad Industrial de Santander
Repositorio:Repositorio UIS
Idioma:inglés
OAI Identifier:oai:noesis.uis.edu.co:20.500.14071/7585
Acceso en línea:https://revistas.uis.edu.co/index.php/revistaion/article/view/5987
https://noesis.uis.edu.co/handle/20.500.14071/7585
Access Level:acceso abierto
Palabra clave:Observers for Chemical Processes
Robust Observer Design
Sliding Mode Algorithms
Uncertain systems.
Observadores para Procesos Químicos
Diseño de Observadores Robustos
Algoritmos de Modos Deslizantes
Sistemas con Incertidumbre.
Observadores do Processo Químico
Projeto Observadores Robustos
Modos Deslizantes Algoritmos
Sistemas com a Incerteza.
Descripción
Sumario:This paper presents an estimation structure for a continuous stirred-tank reactor, which is comprised of a sliding mode observer-based estimator coupled with a high-order sliding-mode observer. The whole scheme allows the robust estimation of the state and some parameters, specifically the concentration of the reactive mass, the heat of reaction and the global coefficient of heat transfer, by measuring the temperature inside the reactor and the temperature inside the jacket. In order to verify the results, the convergence proof of the proposed structure is done, and numerical simulations are presented with noiseless and noisy measurements, suggesting the applicability of the posed approach.