Title :
Fast fault location in power transmission networks using transient signatures from sparsely-placed synchrophasors
Author :
Valdez, Justin ; Xun Zhang ; Torres, Jackeline Abad ; Roy, Sandip
Author_Institution :
Dept. of Eletrical Eng. & Comput. Sci., Washington State Univ., Pullman, WA, USA
Abstract :
This paper explores real-time fault location in a power transmission network using measurements of transients from sparsely-placed synchrophasors. The fault-location problem is abstracted to a statistical hypothesis-testing or detection problem, wherein the linearized dynamical models corresponding to different fault conditions must be distinguished in the face of fault-clearing and measurement uncertainty. A maximum a posteriori probability (MAP) detector is constructed. A strategy for real-time implementation of the fault-locator is discussed, which is based on pre-computation of detector parameters using state-estimator and contingency-analysis data, along with on-line collection of synchrophrasor data and implementation of the hypothesis test. Numerical case studies of the 11-Bus two area power system verify that the proposed fault-location algorithm can locate a faulted line accurately and quickly.
Keywords :
data analysis; fault diagnosis; fault location; maximum likelihood detection; maximum likelihood estimation; phasor measurement; power system state estimation; power system transients; power transmission faults; 11-bus two area power system; MAP detector; data analysis; fault clearing; fault detection; fault location; linearized dynamical model; maximum a posteriori probability detector; power transmission network; sparsely-placed synchrophasor; state estimation; statistical hypothesis testing; transient signature; Computational modeling; Detectors; Fault location; Generators; Mathematical model; Phasor measurement units; Real-time systems; Maximum A-Posteriori Probability (MAP); Power System Fault location; Synchrophasor measurements;
Conference_Titel :
North American Power Symposium (NAPS), 2014
Conference_Location :
Pullman, WA
DOI :
10.1109/NAPS.2014.6965412