Performance of three-phase WLS Distribution System State Estimation approaches

The roadmap towards the so-called Smart Grids calls for a clever and efficient management of the distribution systems. In this context, Distribution System State Estimation (DSSE) tools play a crucial role to acquire the knowledge about the effective operating conditions of the network and to enable the proper management and control functions operation. DSSE is usually performed by relying on a Weighted Least Squares (WLS) method. Different WLS formulations can be designed depending on the state variables used in the estimator. In this paper, an analysis concerning the two main classes of WLS approaches proposed for distribution systems is presented. Three-phase estimators with state variables based on both node voltages and branch currents have been considered. The performances in terms of accuracy, efficiency and numerical properties are analyzed and discussed. Results obtained on the 123 IEEE distribution network are presented and discussed.

[1]  Renke Huang,et al.  Advanced Distribution Management System , 2013, IEEE Transactions on Smart Grid.

[2]  Antonio Gómez Expósito,et al.  State estimation in two time scales for smart distribution systems , 2015, 2015 IEEE Power & Energy Society General Meeting.

[3]  Paolo Attilio Pegoraro,et al.  Branch current state estimator for distribution system based on synchronized measurements , 2012, 2012 IEEE International Workshop on Applied Measurements for Power Systems (AMPS) Proceedings.

[4]  M. Pau,et al.  WLS distribution system state estimator based on voltages or branch-currents: Accuracy and performance comparison , 2013, 2013 IEEE International Instrumentation and Measurement Technology Conference (I2MTC).

[5]  A. W. Kelley,et al.  State estimation for real-time monitoring of distribution systems , 1994 .

[6]  G. T. Heydt,et al.  A Linear State Estimation Formulation for Smart Distribution Systems , 2013, IEEE Transactions on Power Systems.

[7]  Arindam Ghosh,et al.  Inclusion of PMU current phasor measurements in a power system state estimator , 2010 .

[8]  N.N. Schulz,et al.  A revised branch current-based distribution system state estimation algorithm and meter placement impact , 2004, IEEE Transactions on Power Systems.

[9]  J.-H. Teng Using voltage measurements to improve the results of branch-current-based state estimators for distribution systems , 2002 .

[10]  Paolo Attilio Pegoraro,et al.  Efficient Branch-Current-Based Distribution System State Estimation Including Synchronized Measurements , 2013, IEEE Transactions on Instrumentation and Measurement.

[11]  A. Abur,et al.  Effect of Phasor Measurements on the Choice of Reference Bus for State Estimation , 2007, 2007 IEEE Power Engineering Society General Meeting.

[12]  Thomas E. McDermott,et al.  Including voltage measurements in branch current state estimation for distribution systems , 2009, 2009 IEEE Power & Energy Society General Meeting.

[13]  Paolo Attilio Pegoraro,et al.  DMS Cyber-Physical Simulation for Assessing the Impact of State Estimation and Communication Media in Smart Grid Operation , 2014, IEEE Transactions on Power Systems.

[14]  M.E. Baran,et al.  A branch-current-based state estimation method for distribution systems , 1995 .

[15]  Jen-Hao Teng,et al.  A highly efficient algorithm in treating current measurements for the branch-current-based distribution state estimation , 2001 .

[16]  J. Teng,et al.  Distribution fast decoupled state estimation by measurement pairing , 1996 .

[17]  Ke Li,et al.  State estimation for power distribution system and measurement impacts , 1996 .

[18]  Nikolaos M. Manousakis,et al.  State estimation and observability analysis for phasor measurement unit measured systems , 2012 .