IJSER Home >> Journal >> IJSER
International Journal of Scientific and Engineering Research
ISSN Online 2229-5518
ISSN Print: 2229-5518 2    
Website: http://www.ijser.org
scirp IJSER >> Volume 3,Issue 2,February 2012
Optimal Placement of Phasor Measurement Units for State Estimation using Artificial Intelligence Techniques
Full Text(PDF, )  PP.133-137  
Ganga Reddy Tankasala, Sridhar Sanisetty, Varun Kumar Vala
Artificial Bee colony (ABC),Artificial Intelligence Techniques, Genetic Algorithm (GA), Phasor Measurements Unit (PMU), Pow er system, State estimation
This paper deals with a study carried out to determine the optimal locations of phasor measurement units (PMUs) for a given power system. Power systems are rapidly becoming populated by PMUs as they provide valuable phasor information of voltages and currents for protection, operation and control of power systems during normal and abnormal operation. This paper focuses on the use of PMU measurements in state estimators. The principle objective was to investigate methods of determining optimal locations for PMUs so that the entire power system is observable. The recently developed AI techniques, like Genetic algorithm and artificial bee colony techniques are applied to find out the optimal placement of PMUs for various systems. It is found that the entire system can be made observable by strategically placing PMUs at one-third of the system buses for a given system. 
[1] A. G. Phadke, “Synchronized phasor measurements in power systems”, IEEE Computer Applications in Power, Vol. 6, Issue 2, pp. 10- 15, April 1993.

[2] A. G. Phadke, J. S. Thorp, and K. J. Karimi, “State Estimation with PhasorMeasurements”, IEEE Transactions on Power Systems, Vol. 1, No. 1, pp. 233-241,February 1986.

[3] T. L. Baldwin, L. Mili, M. B. Boisen, and R. Adapa, “Power System Observability With Minimal Phasor Measurement Placement”, IEEE Transactions on Power Systems, Vol. 8, No. 2, pp. 707-715, May 1993.

[4] D.Karaboga, "An idea Based on Honey Bee Swarm for Numerical Optimization", Technical Repor-Tr06t, Erciyes University, Engineering faculty, Computer Engineering Department, Turkey, 2005.

[5] Bei Xu and A. Abur, “Observability Analysis and Measurement Placement for Systemswith PMUs”, Proceedings of the IEEE PES Power Systems Conference and Exposition, October 2004, New York, NY.

[6] Bei Xu, Y. J. Yoon and A. Abur, “Optimal Placement and Utilization of Phasor Measurements for State Estimation”, Power System Computation Conference, August2005, Liege, Belgium

Untitled Page