Combined Economic and Emission Load Dispatch Problem Solving by ITLBO Algorithm

  • Authors

    • K Thenmalar
    • K Deepa
    • A Subhashree
    2018-04-25
    https://doi.org/10.14419/ijet.v7i2.24.12058
  • Economic Load Dispatch (ELD), Economic Emission Dispatch (EED), Combined Economic Emission Load Dispatch (CEED), Improved Teaching Learning Based Optimization (ITLBO).

  • Recent trends in economic and emission dispatch problem which turn has to promote the rise in the number of power generating stations and their capacity of generation. The Sulphur Dioxide (S02), Nitrogen Oxides (N2O) and Carbon Dioxide (CO2) are yields the CEED problem and they are created from generation of electricity from fossil fuel. Combined economic and emission load dispatch problem is a procedure to determine the generation of  electrical power isdevoted generating units in a power system so that the both total generation costand total emission of the system is minimized, while fulfilling the load demand in directly. Improved teaching learning based optimization algorithm is used to solve combined economic emission load dispatch problem with constraints in generation of power system. This method was verified by thirteen generating bus and use with different load demand and compared with other existing techniques display the advantage of the proposed algorithm. The simulation has been done in MATLAB/Simulink with required formulation and the result is gotten in graph and numerical.

     

     

  • References

    1. [1] Hota P.K, Barisal A.K, Chakrabarti R (2010), “Economic emission load dispatch through fuzzy based bacterial foraging algorithmâ€, Electrical Power and Energy Systems 32 pp.794–803.

      [2] Dr.A.allirani,K.Thenmalar, S.Yuvasri published a paper titled “Optimization techniques for the economic dispatch in various generation plants†Advanced Materials Research, Volume 5,No.05,Issue 01,March 2012

      [3] PothiyaSaravuth, NgamrooIssarachai,KongprawechnonWaree (2010), “Ant colony optimization for economic dispatch problem with non-smooth cost functionsâ€, Electrical Power and Energy Systems 32 pp.478–487.

      [4] ChristoberAsirRajan C (2010), “A solution to the economic dispatch using EP based SA algorithm on large scale power systemâ€, Electrical Power and Energy Systems 32 pp.583–591.

      [5] Lee Jia-Chu, Lin Whei-Min, Liao Gwo-Ching,Tsao Ta-Peng (2011), “Quantum genetic algorithm for dynamic economic dispatch with valve-point effects and including wind power systemâ€, Electrical Power and Energy Systems 33 pp. 189–197.

      [6] Z.X. Liang and J. D. Glover (1992), “A Zoom Feature for a Dynamic Programming Solution to Economic Dispatch Including Transmission Lossesâ€, IEEE Transactions on Power Systems, 7(2): pp.544-550.

      [7] R. Venkatarao, R. Vivekpatel,â€An improved teaching-learning-based optimization algorithm for solving unconstrained optimization problemsâ€, Elsevier paper, October 2012, pp. 710-720.

      [8] A. Chatterjee, S.P. Ghoshal, V. Mukherjee, “Solution of combined economic and emission dispatch problems of power systems by an opposition-based harmony search algorithmâ€, Elsevier paper, February 2012.

      [9] R. Gopalakrishnan, A. Krishnan,†An efficient technique to solve combined economic and emission dispatch problem using

      modified ant colony optimizationâ€, IEEE transaction power system. Vol. 38, Part 4, August 2013, pp. 545-556.

      [10] Nnaveedahmed Khan, Ahmedbilalawan, Anzarmahmood, â€Combined emission economic dispatch of power system including solarphoto voltaic generationâ€, Elsevier paper, December 2014, pp. 82-91.

      [11] K.Thenmalar, S.Ramesh, K.Anuja published a paper titled “Multi –Objective Economic Emission Load Dispatch Solution using Evolutionary Algorithm with and without Considering Wind Power Penetration and Valve Point Effectâ€,Applied Mechanics and Materials, Vol. 626 (2014) pp 177-183.

      [12] Mojtabaghasemi, Sahandghavidel, Mohsengitizadeh, Ebrahimakbari,†An improved teaching–learning based optimization algorithm using levy mutation strategy for non-smooth optimal power flowâ€, Elsevier paper, October 2014, pp. 375-384.

      [13] R. Arul, S. Velusami, G.Ravi,“Solving combined economic emission dispatch problems using self-adaptive differential harmonyâ€, iccpct conference, 2014.

      [14] N. Kherfane, R.L. Kherfane, M. Younes, F. Khodja,â€Economic and emission dispatch with renewable energy using has, â€Elsevier paper, June 2014, pp. 970-979.

      [15] S. Bhongade, Sourabhagarwal,â€An optimal solution for combined economic and emission dispatch problem using artificial bee colony algorithmâ€, IEEE paper, October 2016.

      [16] K.Thenmalar, Dr.A.Allirani, published a paper titled “Optimization techniques for the economic dispatch in various generation plants†Advanced Materials Research, Volume 768 of ISSN print 1022-6680,2013.

      [17] Sneha Rani, Subhajitroy, Kuntalbhattacharjee,â€Teaching learning based optimization to solve economic and emission scheduling problemsâ€, International conference, December 2016.

      [18] TapanPrakash, V.P. Singhself,†Economic load dispatch problem: quasi-oppositional self-learning TLBO algorithmâ€, Springer paper, July 2016.

      [19] K.Thenmalar, S.Ramesh, S.Thiruvenkadam published a paper titled “Opposition Based Differential Evolution Algorithm for Dynamic Economic Emission Load Dispatch (EELD) with Emission Constraintsand Valve Point Effectsâ€,Journal of Electrical Engineering Technology,ISSN (Print) 1975-0102, 2015.

      [20] K.Thenmalar, S.Ramesh published a paper titled “Multi – Objective Economic Emission Load Dispatch Solution in Various Generation Plants with Wind Power Penetration†“Advances in Natural and Applied Sciencesâ€, ISSN: 1995-0772,2014.

      [21] Gitanjali Mehta, RaghvendraPratap Singh, Vinod Kumar Yadav,†Optimization Of Combined Economic. Emission Dispatch ProblemUsing Artificial. Bee Colony Methodâ€, International Journal on Cybernetics & Informatics (IJCI), Vol. 6, 2017.

      [22] C. Ramya, Y. V. Krishna reddy, M. Damodarreddy,†Combined Economic Emission Dispatch With The Effect Of Valve Point Loading Using Flower Pollination Algorithmâ€,IRF International Conference, 26, February2017.

  • Downloads

  • How to Cite

    Thenmalar, K., Deepa, K., & Subhashree, A. (2018). Combined Economic and Emission Load Dispatch Problem Solving by ITLBO Algorithm. International Journal of Engineering & Technology, 7(2.24), 249-254. https://doi.org/10.14419/ijet.v7i2.24.12058