Line Flow Constraint Combined Economic Emission Dispatch with Valve Point Loading by Differential Evolution Algorithm


(*) Corresponding author


Authors' affiliations


DOI's assignment:
the author of the article can submit here a request for assignment of a DOI number to this resource!
Cost of the service: euros 10,00 (for a DOI)

Abstract


Combined Economic Emission Dispatch (CEED) is a bi-objective problem, needs to find a generating pattern to minimize generating cost and emission. Generating cost and Emission are function of real power generation. Economic Load Dispatch (ELD) is used to find minimum generating cost but emission and other physical and control variables limits are not found. In CEED minimum generating cost along with minimum emission is calculated and subjected to real and reactive power balance equation, upper and lower bound of real and reactive power, voltage and MVA power transfer in the transmission lines. CEED in the earlier literatures is used to find minimum generating cost and emission but reactive power is not taken into account and line flow limits are not checked. In this paper CEED is solved to find its bi-objective, real and reactive power losses are calculated using Newton Raphson (NR) method and subjected to power balance equality constraints and inequality constraints of real, reactive, voltage and line flow limits. Differential Evolution (DE) algorithm is used to solve this CEED, to validate results IEEE test case 30 bus is considered.
Copyright © 2013 Praise Worthy Prize - All rights reserved.

Keywords


CEED; Emission Dispatch; Valve Point Loading; Line Flow Constraint; DE Algorithm

Full Text:

PDF


References


Abido M.A, “Environmental/Economic Power Dispatch using Multiobjective Evolutionary Algorithms ”, IEEE Transactions on Power Systems, Vol. 18, No. 4, November 2003, pp. 1529-1537.

Abido M.A, “A novel multiobjective evolutionary algorithm for environmental/economic power dispatch”, Electric Power Systems Research 65, 2003, pp. 71-81.

Abido M.A, “Multiobjective Evolutionary Algorithms for Electric Power Dispatch Problem”, IEEE Transactions on Evolutionary Computation, Vol. 10, No. 3, June 2006, pp. 315-329.

Abido M.A, and Al-Ali N.A, “Multi-Objective Differential Evolution for Optimal Power Flow”, conference POWERENG 2009, Lisbon, Portugal, March 18 – 20, 2009, pp. 101 – 106.

Spea S.R, Abou El Ela A.A, Abido M.A,“Multi-objective Differential Evolution Algorithm for Environmental-Economic Power Dispatch Problem”, 2010 IEEE International Energy Conference, pp.841 – 846.

Anurag Gupta, Swarnkar K.K, Dr. Wadhwani S, Dr. Wadhwani A.K, “Combined Economic Emission Dispatch Problem of Thermal Generating Units using Particle Swarm Optimization”, International Journal of Scientific and Research Publications, Vol.2, Issue 7, July 2012, pp. 1-7.

Alsac O, and Stott B, “Optimal load flow with steady state security”, IEEE Trans. Power Apparat. Syst., vol. PAS-93, May/June 1974, pp. 745–751.

Suganthan P.N, Tutorial on Differential Evolution, available at http://www.ntu.edu.sg/home/epnsugan

Venkatesh P, Gnanadass R, and Narayana Prasad Padhy, “Comparison and Application of Evolutionary Programming Techniques to Combined Economic Emission Dispatch With Line Flow Constraints”, IEEE Transactions on power systems, Vol. 18, No. 2, may 2003, pp. 688 – 697

Vaisakh K, Srinivas L.R, “Differential Evolution Approach for Optimal Power Flow Solution”, Journal of Theoretical and Applied Information Technology, 2008, pp. 261 – 268

Mandal K.K, Chakraborty N, “Differential Evolution based Environmentally Constrained Economic Dispatch”, INDICON 2008. Annual IEEE conference, 11-13 Dec. 2008, pp. 471 – 476.

Sivasubramani S and Swarup K.S, “Sequential quadratic programming based differential evolution algorithm for optimal power flow problem”, Generation, Transmission & Distribution, IET, Vol. 5, Issue 11, May 2011, pp. 1149 – 1154.

Gopalakrishnan R, and Dr. Krishnan A, “Intelligence Technique To Solve Combined Economic And Emission Dispatch”, Proceedings of the International Conference on Pattern Recognition, Informatics and Medical Engineering, March 21-23, 2012

Hemamalini S, and Sishaj P Simon, “Emission Constrained Economic Dispatch with Valve-Point Effect using Particle Swarm Optimization”, IEEE Region 10 conference - TENCON 2008, pp.1-6.

Yong Wang and Zixing Cai, “Combining Multiobjective Optimization with Differential Evolution to Solve Constrained Optimization Problems”, IEEE Transaction on Evolutionary Computation, Vol. 16, No. 1, Feburary 2012. Pp. 117-134

R. Storn and K. Price, “Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces”, Journal of Global Optimization vol. 11, 1997, pp. 341–359.

http://www.ee.washington.edu/research/pstca/pf30/ieee30cdf.txt

Xin-She Yang, Engineering optimization: An introduction with metaheursitic application, John Wiley & sons Inc., 2010.

Kwang Y.Lee, Mohamed A. El-sharkawi, Modern Heuristic Optimization Techniques: Theory and applications to Power Systems, John Wiley & Sons Inc., 2008.

C.N. Ravi, Dr. C. Christober Asir Rajan, “Differential Evolution Algorithm for Solving Optimal Power Flow”, National Conference on Modelling, Simulation, Design and Experimental Study of Electrical System – MOSDES 2011, April 2011, India, pp. 97-100

C.Christober Asir Rajan, “A Solution to the Economic Dispatch using EP Based SA Algorithm on Large Scale Power System”, International Journal of Electrical Power and Energy Systems, UK, Vol. 32, 2010, pp. 583-591.

Lal Raja Singh, R., Christober Asir Rajan, C., A Hybrid Particle Swarm Optimization employing Genetic Algorithm for unit commitment problem, (2011) International Review of Electrical Engineering (IREE), 6 (7), pp. 3211-3217

Chandrasekaran, K., Simon, S.P., Firefly algorithm for reliable/emission/economic dispatch multi objective problem, (2012) International Review of Electrical Engineering (IREE), 7 (1), pp. 3414-3425.

Jasper, J., Sivakumar, R.S., Aruldoss Albert Victoire, T., Deepa, S.N., Cost optimization of power generation using a differential evolution algorithm enhanced with neighbourhood search operation, (2012) International Review of Electrical Engineering (IREE), 7 (5), pp. 5854-5865.

Duman, S., Güvenç, U., Yörükeren, N., Gravitational search algorithm for economic dispatch with valve-point effects, (2010) International Review of Electrical Engineering (IREE), 5 (6), pp. 2890-2895.


Refbacks

  • There are currently no refbacks.



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