Development of a Real Time System Identifier for Interconnected Systems, M.Sc. Thesis Sharif University of Technology ; Bozorgmehri Boozarjomehri, Ramin (Supervisor)
Abstract
Access to a reduced and fast mathematical model that can predict the input-output behavior of interconnected systems with acceptable accuracy and in a short time is crucial. The purpose of this project is to provide an object-oriented platform for identifying a model based on input-output data of interconnected systems in real-time. On this basis, in the case of developing fast estimation algorithms and updating the model quickly (in case of extensive changes in the system), good predictions of the model can be used for various applications. In this research, machine learning and data analysis methods are used to extract useful features and relations from data. Then, taken advantage of this...
Cataloging briefDevelopment of a Real Time System Identifier for Interconnected Systems, M.Sc. Thesis Sharif University of Technology ; Bozorgmehri Boozarjomehri, Ramin (Supervisor)
Abstract
Access to a reduced and fast mathematical model that can predict the input-output behavior of interconnected systems with acceptable accuracy and in a short time is crucial. The purpose of this project is to provide an object-oriented platform for identifying a model based on input-output data of interconnected systems in real-time. On this basis, in the case of developing fast estimation algorithms and updating the model quickly (in case of extensive changes in the system), good predictions of the model can be used for various applications. In this research, machine learning and data analysis methods are used to extract useful features and relations from data. Then, taken advantage of this...
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