134 citations · 177 across the 29 of their papers we have counts for
31 papers
The informativity approach to data-driven analysis and control
Henk J. van Waarde, Jaap Eising, M. Kanat Camlibel +1
The goal of this paper is to provide a tutorial on the so-called informativity framework for direct data-driven analysis and control. This framework achieves certified data-based a…
Port-Hamiltonian systems and monotonicity
M. Kanat Camlibel, Arjan van der Schaft
The relationships between port-Hamiltonian systems modeling and the notion of monotonicity are explored. The earlier introduced notion of incrementally port-Hamiltonian systems is…
Quadratic matrix inequalities with applications to data-based control
Henk J. van Waarde, M. Kanat Camlibel, Jaap Eising +1
This paper studies several problems related to quadratic matrix inequalities (QMI's), i.e., inequalities in the Loewner order involving quadratic functions of matrix variables. In…
Data-driven dissipativity analysis: application of the matrix S-lemma
Henk J. van Waarde, M. Kanat Camlibel, Paolo Rapisarda +1
The concept of dissipativity, as introduced by Jan Willems, is one of the cornerstones of systems and control theory. Typically, dissipativity properties are verified by resorting…
From data to reduced-order models via generalized balanced truncation
Azka Muji Burohman, Bart Besselink, Jacquelien M. A. Scherpen +1
This paper proposes a data-driven model reduction approach on the basis of noisy data. Firstly, the concept of data reduction is introduced. In particular, we show that the set of…
Bilevel Aggregator-Prosumers' Optimization Problem in Real-Time: A Convex Optimization Approach
Koorosh Shomalzadeh, Jacquelien M. A. Scherpen, M. Kanat Camlibel
This paper proposes a Real-Time Market (RTM) platform for an aggregator and its corresponding prosumers to participate in the electricity wholesale market. The proposed energy mark…