Title :
Trajectory sensitivity analysis of hybrid systems
Author :
Hiskens, Ian A. ; Pai, M.A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
fDate :
2/1/2000 12:00:00 AM
Abstract :
The development of trajectory sensitivity analysis for hybrid systems, such as power systems, is presented in the paper. A hybrid system model which has a differential-algebraic-discrete (DAD) structure is proposed. This model forms the basis for the subsequent sensitivity analysis. Crucial to the analysis is the development of jump conditions describing the behavior of sensitivities at discrete events, such as switching and state resetting. The efficient computation of sensitivities is discussed. A number of examples are 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
Keywords :
power system dynamic stability; power system faults; sensitivity analysis; differential-algebraic-discrete structure; hybrid systems; jump conditions; power systems; state resetting; system behavior; trajectory sensitivity analysis; Computational modeling; Hybrid power systems; Nonlinear dynamical systems; Power system analysis computing; Power system dynamics; Power system modeling; Power system protection; Power system simulation; Power system stability; Sensitivity analysis;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on