Trajectory sensitivity analysis of hybrid systems

Citation
Ia. Hiskens et Ma. Pai, Trajectory sensitivity analysis of hybrid systems, IEEE CIRC-I, 47(2), 2000, pp. 204-220
Citations number
31
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS
ISSN journal
10577122 → ACNP
Volume
47
Issue
2
Year of publication
2000
Pages
204 - 220
Database
ISI
SICI code
1057-7122(200002)47:2<204:TSAOHS>2.0.ZU;2-A
Abstract
The development of trajectory sensitivity analysis for hybrid systems, such as power systems, is presented in the paper. A hybrid system model which h as a differential-algebraic-discrete (DAD) structure is proposed. This mode l forms the basis for the subsequent sensitivity analysis. Crucial to the a nalysis is the development of jump conditions describing the behavior of se nsitivities at discrete events, such as switching and state resetting. The efficient computation of sensitivities is discussed. A number of examples a re presented to illustrate various aspects of the theory. It is shown that trajectory sensitivities provide insights into system behavior which cannot be obtained from traditional simulation.