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BY-NC-ND 4.0 license Open Access Published by De Gruyter 2021

5 Post-processing methods for passivity enforcement

From the book Volume 1 System- and Data-Driven Methods and Algorithms

  • Stefano Grivet-Talocia and Luis Miguel Silveira


Many physical systems are passive (or dissipative): they are unable to generate energy on their own, but they can store energy in some form while exchanging power with the surrounding environment. This chapter describes the most prominent approaches for ensuring that Reduced Order Models are passive, so that their mathematical representation satisfies an appropriate dissipativity condition. The main focus is on Linear and Time-Invariant (LTI) systems in state-space form. Different conditions for testing passivity of a given LTI model are discussed, including Linear Matrix Inequalities (LMIs), Frequency-Domain Inequalities, and spectral conditions on associated Hamiltonian matrices. Then we describe common approaches for perturbing a given non-passive system to enforce its passivity. Various examples from electronic applications are used to demonstrate both theory and algorithm performance.

© 2021 Walter de Gruyter GmbH, Berlin/Munich/Boston
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