TY - GEN
T1 - Joint power system state estimation and breaker status identification
AU - Kekatos, Vassilis
AU - Giannakis, Georgios B.
PY - 2012
Y1 - 2012
N2 - The penetration of renewables and demand-response programs will inevitably lead to frequent flow reversals and substation reconfigurations, while high-throughput synchrophasor measurement units are being installed throughout the grid. Hence, jointly verifying circuit breaker statuses and estimating the state of power networks of increasing dimensionality becomes even more challenging. Building on generalized state estimation, revisited in the light of modern measurement capabilities, the aforementioned task is relaxed to a convex optimization problem. Exploiting compressive sampling advances, the prior information on unmonitored and suspected switches takes the form of ℓ2-norm penalties promoting sparsity in a properly defined block manner. An efficient algorithm is developed to ensure compatibility with solvers found currently at control centers. Numerical tests on the IEEE 14-bus model corroborate the effectiveness of the novel scheme.
AB - The penetration of renewables and demand-response programs will inevitably lead to frequent flow reversals and substation reconfigurations, while high-throughput synchrophasor measurement units are being installed throughout the grid. Hence, jointly verifying circuit breaker statuses and estimating the state of power networks of increasing dimensionality becomes even more challenging. Building on generalized state estimation, revisited in the light of modern measurement capabilities, the aforementioned task is relaxed to a convex optimization problem. Exploiting compressive sampling advances, the prior information on unmonitored and suspected switches takes the form of ℓ2-norm penalties promoting sparsity in a properly defined block manner. An efficient algorithm is developed to ensure compatibility with solvers found currently at control centers. Numerical tests on the IEEE 14-bus model corroborate the effectiveness of the novel scheme.
KW - Alternating direction method of multipliers
KW - generalized state estimator
KW - intelligent electronic devices
KW - phasor measurement units
UR - http://www.scopus.com/inward/record.url?scp=84870498036&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84870498036&partnerID=8YFLogxK
U2 - 10.1109/NAPS.2012.6336364
DO - 10.1109/NAPS.2012.6336364
M3 - Conference contribution
AN - SCOPUS:84870498036
SN - 9781467323086
T3 - 2012 North American Power Symposium, NAPS 2012
BT - 2012 North American Power Symposium, NAPS 2012
T2 - 2012 North American Power Symposium, NAPS 2012
Y2 - 9 September 2012 through 11 September 2012
ER -