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Projection-based Control: A Novel Paradigm for High-performance Systems

Projektbeschreibung

Neues Paradigma im Bereich der Steuerung

Die Steuerungstheorie beschäftigt sich mit der Steuerung dynamischer Systeme in Ingenieursprozesse und Maschinen. Steueralgorithmen sind in fast jeder Art Technologie eingebettet. Das Forschungsgebiet der Steuerung war bei bedeutenden sozialen Innovationen zu Gesundheit, Mobilität, Energie und Fertigung eine zentrale Triebkraft. Das EU-finanzierte Projekt PROACTHIS wird ein neues Steuerungsparadigma aufstellen, das darauf basiert, dass Projektionsoperatoren multidisziplinäre Methodiken aus den Bereichen hybride Systeme, Steuerungstechnik, vernetzte Systeme, Lernen und Mathematik ausnutzen.

Ziel

The field of control has been a key driver for major societal innovations in health, mobility, energy and manufacturing. At present, technological trends push the performance requirements for future applications to extreme levels that are far beyond current control solutions. Existing linear controllers for linear systems are supported by user-friendly time- and frequency-domain design tools, yet they lack the flexibility to overcome fundamental performance tradeoffs. Full nonlinear control structures provide the desirable flexibility, but they lack comprehensive frequency-domain design techniques. These observations indicate a lack of flexible control structures accompanied by systematic design and online optimization frameworks exploiting time- and frequency-domain information to realize the unparalleled performance needs of future engineering systems. In PROACTHIS, I will bridge this scientific gap by creating a new control paradigm based on projection operators. By introducing projections in control loops, specific signals are kept in well-chosen constraint sets inducing direct performance-enhancing benefits. I foresee that the mathematical structure of these projection-based controllers enables fundamental properties that were instrumental in the success of linear control and will be key to obtain effective design frameworks for this new class of hybrid controllers. Developing projection-based control theory has high risks, as even the mathematical formalization of these control schemes leads to a new class of dynamical systems never studied before. This scientific challenge calls for leveraging powerful multi-disciplinary methodologies from Hybrid Systems, Control Engineering, Networked Systems, Learning and Mathematics. Successfully developing this new system theory will pave the way towards game-changing cutting-edge control methodologies addressing the needs of future engineering systems, thereby enabling new breakthroughs in important societal domains.

Wissenschaftliches Gebiet (EuroSciVoc)

Programm/Programme

Thema/Themen

Finanzierungsplan

HORIZON-ERC - HORIZON ERC Grants

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Aufforderung zur Vorschlagseinreichung

(öffnet in neuem Fenster) ERC-2021-ADG

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Gastgebende Einrichtung

TECHNISCHE UNIVERSITEIT EINDHOVEN
Netto-EU-Beitrag
€ 2 498 516,00
Adresse
GROENE LOPER 3
5612 AE Eindhoven
Niederlande
Region
Zuid-Nederland Noord-Brabant Zuidoost-Noord-Brabant
Aktivitätstyp
Higher or Secondary Education Establishments
Links
Gesamtkosten
€ 2 498 516,00

Begünstigte (1)