Title :
Dynamic gradient approaches to compute the closest unstable equilibrium point for stability region estimate and their computational limitations
Author_Institution :
Dept. of Ind. Eng., Pohang Univ. of Sci. & Technol., Kyungbuk, South Korea
Abstract :
The reflected gradient method and the Newton trajectory method are approaches to compute the closest unstable equilibrium point (UEP) for stability region estimation. We address the computational issues involved in these methods. We first suggest a dynamic gradient approach as a unified and extended version of these methods. Then, we show that computing the closest UEP using the dynamic gradient approach can be infeasible.
Keywords :
Newton method; convergence of numerical methods; gradient methods; nonlinear dynamical systems; stability; Newton trajectory method; closest unstable equilibrium point; dynamic gradient approaches; nonlinear dynamical systems; reflected gradient method; stability region estimation; Convergence; Gradient methods; Lyapunov method; Nonlinear dynamical systems; Nonlinear systems; Power system analysis computing; Power system dynamics; Power system stability; Power system transients; Stability analysis;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2002.808492