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Veranstaltungen von Prof. Dr.-Ing. Paolo Mercorelli


Applied Algorithms in Estimation and in Control of Technical, Economical, and Biological Dynamical Systems (FSL) (Seminar)

Dozent/in: Paolo Mercorelli

wöchentlich | Montag | 16:15 - 17:45 | 06.04.2022 - 06.07.2022 | C 40.106 Konrad-Zuse-Raum

Inhalt: Introduction on Matlab/Simulink; the most important Matlab/Simulink functions; structure of a Matlab/Simulink model simulation through different examples (technical systems, economic systems, biologic systems,...). The course embraces stochastic and deterministic methods of identification and control of dynamical systems. Static and Recursive Least Squares Methods to estimate parameters of systems (simple technical and economic systems). An optimal estimator - Kalman Filter: the linear and nonlinear case. Examples of usage of Kalman Filter in technical, economic and biologic systems. (Examples: 1. estimation of random variables using Kalman Filter. 2 Inflation estimation in a simple capital investment system. Velocity, current and load in motor applications). An optimal control strategy - Model Predictive Control: the linear case. Examples of control of a simple capital investment system with estimated inflation. Control of an electrical motor.

Optimization Techniques (Seminar)

Dozent/in: Paolo Mercorelli

wöchentlich | Freitag | 12:15 - 13:45 | 15.04.2022 - 01.07.2022 | C 40.106 Konrad-Zuse-Raum | .
Einzeltermin | Fr, 22.04.2022, 12:15 - Fr, 22.04.2022, 13:45 | C 40.146 | Auftaktveranstaltung

Inhalt: MATLAB is a platform for scientific calculation and high-level programming which uses an interactive environment that allows to conduct complex calculation tasks more efficiently than with traditional languages, such as C, C++ and FORTRAN. It is the one of the most popular platforms currently used in the sciences and engineering. Optimization techniques can be applied in a wide interdisciplinary range. Using Matlab, the course embraces the most important optimization techniques and methods which can be used in Engineering, but also in Economics. The proposed techniques, e.g. Model Predictive Control, Two Point Boundary Optimization Problem, etc. are implemented using Matlab/Simulink. Through discussions on the mathematical origin of the proposed techniques and methods and their inspiring ideas the students should reach, not only a good command on the software, but also a critical spirit to interpret the nature of the algorithms and reflect on their foundations and structures.

Dynamische Systeme (Vorlesung/Übung)

Dozent/in: Paolo Mercorelli

14-täglich | Freitag | 08:15 - 09:45 | 04.04.2022 - 08.07.2022 | C 40.106 Konrad-Zuse-Raum
wöchentlich | Freitag | 10:15 - 11:45 | 04.04.2022 - 08.07.2022 | C 40.106 Konrad-Zuse-Raum

Qualitätszirkel Minor Ingenieurwissenschaften Grundlagen (Seminar)

Dozent/in: Brit-Maren Block, Paolo Mercorelli

Einzeltermin | Mi, 29.06.2022, 10:00 - Mi, 29.06.2022, 11:30 | C 14.202