Open Access Open Access  Restricted Access Subscription or Fee Access

Load Frequency Control of Multi Area SSSC and CES Based System Under Deregulation Using Particle Swarm Optimization


(*) Corresponding author


Authors' affiliations


DOI: https://doi.org/10.15866/iree.v10i1.5241

Abstract


This paper deals with the application of various evolutionary optimization techniques for designing the gain of integral controller in a multi area hydrothermal system under deregulation. The various techniques which have been used are Simulated Annealing (SA), Genetic Algorithm (GA) and Particle Swarm Optimization (PSO). A two area hydrothermal system in the presence of Static Synchronous Series Compensator (SSSC) and Capacitive Energy Storage (CES) under deregulation is considered to exemplify the optimum parameter search. The integral of square of error (performance) index is considered in the search of optimal Automatic Generation Control (AGC) parameters. The results presented in this paper demonstrate the superior working of PSO over others in the tuning of AGC.
Copyright © 2015 Praise Worthy Prize - All rights reserved.

Keywords


Simulated Annealing; Genetic Algorithm; Particle Swarm Optimization; Static Synchronous Series Compensator; Capacitive Energy Storage; Deregulation

Full Text:

PDF


References


C. Concordia and L.K.Kirchmayer, “Tie-Line Power and Frequency Control of Electric Power System - Part II”, AIEE Transaction, vol. 73, Part- 111-A, pp. 133-146, April 1954.
http://dx.doi.org/10.1109/aieepas.1954.4498803

M.L.Kothari, B.L.Kaul and J.Nanda, “Automatic Generation Control of Hydro-Thermal system”, journal of Institute of Engineers(India), vo1.61, pt EL2, pp85-91, Oct 1980.

Robert P. Schulte, “Automatic generation Control modification for present demands on interconnected power systems”, IEEE Trans. On Power Systems, August 1996,pp. 1286- 1291.
http://dx.doi.org/10.1109/59.535669

Jayant Kumar, Kah-Koeng and Gerald Sheble, “AGC simulator for price based operation Part1”, IEEE Transactions on Power Systems, vol.12,no.2, May 1997,pp. 527-532.
http://dx.doi.org/10.1109/59.589593

Jayant Kumar, Kah-Hoeng and Gerald Sheble, “AGC simulator for price based operation part- 2”, IEEE Transactions on Power Systems, Vol.12, no. 2, May1997, pp 533-538.
http://dx.doi.org/10.1109/59.589596

Bjorn H.Bakken and OvesGrande, “Automatic generation control in a deregulated environment”, IEEE Transactions on Power Systems, vol.13, no.4, Nov1998,pp. 1401-1406.
http://dx.doi.org/10.1109/59.736283

V. Donde, M. A. Pai and I. A. Hiskens, “Simulation of bilateral contracts in an AGC system after restructuring”, Power systems engineering research center, Oct 2000.

Rao, C. Srinivasa; Nagaraju, S. Siva; Raju, P. Sangameswara, A modified genetic approach to hydrothermal system with thyristor controlled phase shifter under open market system, (2007) International Review of Electrical Engineering (IREE), 2 (4), pp. 507-514.

Marimuthu, P., Govindaraju, C., Load frequency control of hydrothermal system under open market considering capacitive energy storage, (2012) International Review on Modelling and Simulations (IREMOS), 5 (5), pp. 2307-2313.

P.Marimuthu, S.S.Dash, B.Basavaraja “Performance Analysis of CES and CES-SSSC in Load Frequency Control of Multi Area System under Open Market Scenario” International Journal of Distributed Energy Resources and Smart Grids, vol. 10 Number 1 (2014) Page No. 1-13.
http://dx.doi.org/10.15546/aeei-2014-0008

Praghnesh Bhatt, S. P. Ghoshal, Ranjit Roy, “Optimized Automatic Generation Control by SSSC and TCPS in Coordination with SMES for Two-Area Hydro-hydro Power System”, Proceedings of the 2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies, 2009, pp 474-480.
http://dx.doi.org/10.1109/act.2009.123

“Dynamic models for steam and hydro turbines in power system studies” IEEE committee report, IEEE Trans, PAS-92, 1973, pp 1904-1915.
http://dx.doi.org/10.1109/tpas.1973.293570

Kalyanmoy Deb, “Optimization for engineering design”, Prentice Hall of India, 2000.

H. Shayeghi, H. A. Shayanfar, A. Jalili and M. Sivandian, “A genetic algorithm based AGC of a restructured power system”, International conference on Artificial Intelligence, Jun 2006, pp 237-242.

L. Youssef Abdel-Magid and M. A. Abido, “AGC tuning of interconnected reheat thermal systems with particle swarm optimization”, Proc of IEEE Conf. Electronics, Circuits and Systems, 2003, pp 376-379.
http://dx.doi.org/10.1109/icecs.2003.1302055

Shankar, T., Shanmugavel, S., Karthikeyan, A., Hybrid approach for energy optimization in wireless sensor networks using PSO, (2013) International Journal on Communications Antenna and Propagation (IRECAP), 3 (4), pp. 221-226.

Barzegari, A., Barforoushi, T., Asgharpour, H., Lesan, S., A new algorithm based on particle swarm optimization for solving power economic dispatch considering valve-point effects and emission constraints, (2011) International Review on Modelling and Simulations (IREMOS), 4 (3), pp. 1303-1311.

Sakthivel, S., Mary, D., Voltage stability limit improvement by static VAR compensator (SVC) under line outage contingencies through particle swarm optimization algorithm, (2011) International Review on Modelling and Simulations (IREMOS), 4 (2), pp. 766-771.

Paramasivam, B., Chidambaram, I.A., Design of a load-frequency controller using craziness based PSO for an interconnected power system with SSSC and RFB, (2012) International Review of Automatic Control (IREACO), 5 (2), pp. 102-112.

Ibrahim, H.E.A., Elnady, M.A., A comparative study of PID, fuzzy, fuzzy-PID, PSO-PID, PSO-fuzzy, and PSO-fuzzy-PID controllers for speed control of DC motor drive, (2013) International Review of Automatic Control (IREACO), 6 (4), pp. 393-403.


Refbacks

  • There are currently no refbacks.



Please send any question about this web site to info@praiseworthyprize.com
Copyright © 2005-2024 Praise Worthy Prize