Network-Based Analysis of Dynamical Systems: Methods for Controllability and Observability Analysis, and Optimal Sensor Placement

ISBN-13: 9783030364717 / Angielski / Miękka / 2020 / 110 str.

Daniel Leitold; Agnes Vathy-Fogarassy; Janos Abonyi

Spis treści

1. Introduction.- 2. Structural Controllability and Observability Analysis in Complex Networks.- 3. Reduction of Relative Degree by Optimal Control and Sensor Placement.- 4. Applications to the analysis of Heat Exchanger Networks.- 5. The NOCAD MATLAB/Octave Toolbox Developed for the Analysis of Dynamical Systems.- 6. Summary.

O autorze

Dr. János Abonyi is a Full Professor of Computer Science and Chemical Engineering at the Department of Process Engineering, University of Pannonia, Veszprém, Hungary. His other publications include the Springer titles Interpretability of Computational Intelligence-Based Regression Models, and (with Dr. Vathy-Fogarassy) Graph-Based Clustering and Data Visualization Algorithms.

Dr. Ágnes Vathy-Fogarassy is an Associate Professor at the Department of Computer Science and Systems Technology at the University of Pannonia.

Dániel Leitold is an Assistant Lecturer at the University of Pannonia.