Title :
PMU-Based Model-Free Approach for Real-Time Rotor Angle Monitoring
Author :
Dasgupta, Sambarta ; Paramasivam, Magesh ; Vaidya, Umesh ; Ajjarapu, Venkataramana
Author_Institution :
Dept. of Electr. & Comput. Eng., Iowa State Univ., Ames, IA, USA
Abstract :
In this letter, we present an algorithm for rotor angle stability monitoring of power system in real-time. The proposed algorithm is model-free and can make use of high resolution phasor measurement units (PMUs) data to provide reliable, timely information about the system´s stability. The theoretical basis behind the proposed algorithm is adopted from dynamical systems theory. In particular, the algorithm approximately computes the system´s Lyapunov exponent (LE), thereby measuring the exponential convergence or divergence rate of the rotor angle trajectories. The LE serves as a certificate of stability where the positive (negative) value of the LE implies exponential divergence (convergence) of nearby system trajectories, hence, unstable (stable) rotor angle dynamics. We also show the proposed model-free algorithm can be used for the identification of the coherent sets of generators. The simulation results are presented to verify the developed results in the paper on the modified IEEE 162-bus system.
Keywords :
Lyapunov methods; convergence; electric generators; phasor measurement; power system stability; rotors; IEEE 162-bus system; LE; Lyapunov exponent; PMU-based model-free approach; coherent generator set; dynamical systems theory; exponential convergence; exponential divergence; phasor measurement unit; real-time rotor angle stability monitoring; rotor angle trajectory; Asymptotic stability; Generators; Monitoring; Power system stability; Rotors; Stability criteria; Lyapunov exponents; online stability monitoring; transient stability;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2014.2357212