John Lygeros: Katalogdaten im Frühjahrssemester 2021

NameHerr Prof. Dr. John Lygeros
LehrgebietControl and Computation
Adresse
Institut für Automatik
ETH Zürich, ETL I 22
Physikstrasse 3
8092 Zürich
SWITZERLAND
Auszeichnung: Die Goldene Eule
Telefon+41 44 632 89 70
E-Mailjlygeros@ethz.ch
URLhttp://control.ee.ethz.ch/people/profile.john-lygeros.html
DepartementInformationstechnologie und Elektrotechnik
BeziehungOrdentlicher Professor

NummerTitelECTSUmfangDozierende
227-0046-10LSignal- und Systemtheorie II4 KP2V + 2UJ. Lygeros
KurzbeschreibungZeitkontinuierliche und zeitdiskrete lineare Systemtheorie, Zustandsraummethoden, Frequenzbereichmethoden, Steuerbarkeit, Beobachtbarkeit, Stabilität.
LernzielEinführung in die Grundkonzepte der Systemtheorie
InhaltModellierung und Typenbezeichnung von dynamischen Systemen.

Modellierung von linearen, zeitinvarianten Systemen durch Zustandsgleichungen. Lösung von Zustandsgleichungen durch Zeitbereich- und Laplacebereichmethoden. Stabilitäts-, Steuerbarkeits- und Beobachtbarkeitsanalyse. Beschreibung im Frequenzbereich, Bode- und Nyquistdiagramm. Abgetastete und zeitdiskrete Systeme.

Weiterführende Themen: Nichtlineare Systeme, Chaos, Diskrete Ereignissysteme, Hybride Systeme.
SkriptKopie der Folien
LiteraturEmpfohlen:
K.J. Astrom and R. Murray, "Feedback Systems: An Introduction for Scientists and Engineers", Princeton University Press 2009

http://www.cds.caltech.edu/~murray/amwiki/
227-0085-21LProjekte & Seminare: Quad-Rotors: Control and Estimation Belegung eingeschränkt - Details anzeigen
Nur für Elektrotechnik und Informationstechnologie BSc.

Die Lerneinheit kann nur einmal belegt werden. Eine wiederholte Belegung in einem späteren Semester ist nicht anrechenbar.
2 KP2PJ. Lygeros
KurzbeschreibungDer Bereich Praktika, Projekte, Seminare umfasst Lehrveranstaltungen in unterschiedlichen Formaten zum Erwerb von praktischen Kenntnissen und Fertigkeiten. Ausserdem soll selbstständiges Experimentieren und Gestalten gefördert, exploratives Lernen ermöglicht und die Methodik von Projektarbeiten vermittelt werden.
LernzielThe objective of this P&S is to make a real-world quad-rotor fly autonomously by applying the control and estimation theory taught in class.
Details of this P&S course can be found at: http://www.dfall.ethz.ch/pands.php
A video showing highlights from HS2018 can be see here: http://www.youtube.com/watch?v=PEg-XHSXd58

In the first half of the P&S, we will introduce the physical model for a quad-rotor and use this to apply the control and estimation techniques that are taught in the 5th semester in the Control System 1 class. The students will then create their own control function for a quad-rotor and test these in simulation. The second half of the course will involve the students implementing the control and estimation algorithms they design in the real-world on our fleet of nano-quad-rotors. Once stable flight is achieved, the students will have the freedom to perform tasks with the quad-rotor. By implementing the control and estimation algorithms on a real-quadcopter, the students will gain experience with how decisions in the modelling and design stage affect real-world performance.

Important Information:
Students must be in the 6th semester.
The first class will be Monday, September 21 for all students.
Classes will then occur every second week. The students will be split into two groups and the classes for each group will occur on alternating weeks.
It is preferable to be taking the Control Systems 1 (CS1) course but not mandatory. Those students who are not taking CS1 will need to complete some extra reading to understand some aspects of this P&S.
Due to COVID-19, the course will be offered in an online setting with classes being held over Zoom. The students will be able to take a real-world quad-rotor to their homes in order to implement the control and estimation algorithms taught in the course.
227-0085-24LProjekte & Seminare: Vision and Control in RoboCup Belegung eingeschränkt - Details anzeigen
Nur für Elektrotechnik und Informationstechnologie BSc.

Die Lerneinheit kann nur einmal belegt werden. Eine wiederholte Belegung in einem späteren Semester ist nicht anrechenbar.
3 KP1PJ. Lygeros, L. Van Gool
KurzbeschreibungDer Bereich Praktika, Projekte, Seminare umfasst Lehrveranstaltungen in unterschiedlichen Formaten zum Erwerb von praktischen Kenntnissen und Fertigkeiten. Ausserdem soll selbstständiges Experimentieren und Gestalten gefördert, exploratives Lernen ermöglicht und die Methodik von Projektarbeiten vermittelt werden.
LernzielVision and Control in RoboCup is jointly offered by Prof. John Lygeros (IFA) and Prof. Luc Van Gool (CVL).

RoboCup is a tournament where teams of autonomous robots compete in soccer matches against each other. The ETH team NomadZ plays in the standard platform league with the humanoid NAO robot, where the focus lies on developing robust and efficient algorithms for vision, control and behavior. In this course, the basic challenges we encounter in RoboCup are presented and approached in practical exercises using MATLAB and Python. The topics cover visual localization, deep learning for object detection and reinforcement learning for control.

The course is offered to students of the 5th semester.
227-0680-00LBuilding Control and Automation
MIBS: This course must be taken in the first year of coursework.
3 KP2V + 2UF. Bünning, J. Lygeros, A. Bollinger, C. Gähler, R. Smith
KurzbeschreibungIntroduction to basic concepts from automatic control theory and their application to the control and automation of buildings.
LernzielIntroduce students to fundamental concepts from control theory: State space models, feedback. Demonstrate the application of these concepts to building control for energy efficiency and other objectives.
InhaltIntroduction to modeling
State space models and differential equations
Laplace transforms and basic feedback control
Discrete time systems
Model predictive control for building climate regulation
Regulating building energy consumption and energy hub concepts
Practical implementation of Building Automation (BA) systems:
- Energy-efficient control of room air quality, heating and cooling, domestic hot water, shading, etc.
- Stability and robustness; Cascaded control
Voraussetzungen / BesonderesExposure to ordinary differential equations and Laplace transforms.
227-0920-00LSeminar in Systems and Control0 KP1SS. Bolognani, R. D'Andrea, J. Lygeros, R. Smith
KurzbeschreibungCurrent topics in Systems and Control presented mostly by external speakers from academia and industry.
Lernzielsee above
401-5850-00LSeminar in Systems and Control for CSE4 KP2SJ. Lygeros
KurzbeschreibungCourse based on individual study. Short projects involving literature review, possibly simple research tasks.
LernzielIntroduce students to state of the art research in systems and control.