Title :
A nonlinear observability formulation for power systems incorporating generator dynamics
Author :
Dafis, Chris J. ; Nwankpa, C.O.
Author_Institution :
Center for Electr. Power Eng. - CEPE, Drexel Univ., Philadelphia, PA, USA
Abstract :
Traditionally, a nonlinear algebraic model of the power system is used to determine the system observability. In particular, the sensitivity of the system measurements (real and reactive power for example) to the change in the system states (bus voltages and angles) is used as a measure of observability, derived from the power system state-estimation problem. It ignores, however, the nonlinear dynamics of the system related to generator performance, nonlinear components, etc. The proposed observability formulation accounts for these nonlinearities and provides a more comprehensive observability determination. The formulation is derived from a DAE model of the power system, and incorporates the dynamics of the generators present in the system.
Keywords :
differential equations; electric generators; observability; power system state estimation; DAE model; bus angles; bus voltages; differential algebraic equation model; generator dynamics; nonlinear algebraic model; nonlinear components; power system state-estimation; power systems; reactive power measurements; real power measurements; system measurements; system observability determination; Nonlinear dynamical systems; Observability; Particle measurements; Power generation; Power measurement; Power system dynamics; Power system measurements; Power system modeling; Reactive power; Voltage;
Conference_Titel :
Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
Print_ISBN :
0-7803-7448-7
DOI :
10.1109/ISCAS.2002.1010694