Title :
Power system state and topology coestimation
Author :
Vosgerau, F. ; Costa, A. Simões ; Clements, Kevin A. ; Lourenço, E.M.
Author_Institution :
Companhia Paranaense de Energia Eletr. (COPEL), Curitiba, Brazil
Abstract :
A joint power system state and topology estimator based on a combined Weighted Least Squares (WLS) and Weighted Least Absolute Value (WLAV) strategy is proposed. The resulting coestimation algorithm is devised to simultaneously provide estimates to the analog power system variables and validate the current topology of the electric network. This is accomplished by formulating state & topology coestimation as an optimization problem whose objective function involves both the analog measurement residuals and the operational conditions dictated by circuit-breaker statuses. The former are treated as arguments of a conventional WLS function, whereas the latter compose the LAV term. The paper presents a theoretical framework for state & topology coestimation and proposes a specialized primal/dual Interior Point approach to solve the corresponding optimization problem. Results obtained by applying the joint estimator to the IEEE 30-bus test system and to a real metropolitan system in Southern Brazil are reported in the paper, and indicate that this is a very promising approach to provide simultaneous solutions to both real-time modeling problems.
Keywords :
least squares approximations; optimisation; power system state estimation; IEEE 30-bus test system; Southern Brazil; WLAV; WLS; optimization problem; power system state estimation; power system topology coestimation; real-time power system modeling; weighted least absolute value strategy; weighted least squares; Circuit breakers; Integrated circuit modeling; Mathematical model; Network topology; Substations; Switches; Topology; Power system state estimation; Topology error identification; real-time power system modeling;
Conference_Titel :
Bulk Power System Dynamics and Control (iREP) - VIII (iREP), 2010 iREP Symposium
Conference_Location :
Rio de Janeiro
Print_ISBN :
978-1-4244-7466-0
Electronic_ISBN :
978-1-4244-7465-3
DOI :
10.1109/IREP.2010.5563282