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Harmony search algorithm for transmission network expansion planning

Harmony search algorithm for transmission network expansion planning

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Transmission network expansion planning (TNEP) is a very important problem in power systems. It is a mixed integer, non-linear, non-convex optimisation problem, which is very complex and computationally demanding. Various meta-heuristic optimisation techniques have been tried out for this problem. However, scope for even better algorithms still remains. In view of this, a new technique known as harmony search is presented here for TNEP with security constraints. This technique has been reported to be robust and computationally efficient compared to other meta-heuristic algorithms. Results for three sample test systems are obtained and compared with those obtained with genetic algorithm and bacteria-foraging differential evolution algorithm to verify the potential of the proposed algorithm.

Inspec keywords: power transmission planning; genetic algorithms

Other keywords: differential evolution algorithm; nonconvex optimisation problem; mixed integer; genetic algorithm; harmony search algorithm; nonlinear optimisation problem; transmission network expansion planning

Subjects: Optimisation techniques; Power transmission, distribution and supply; Power system planning and layout

References

    1. 1)
      • K.S. Lee , Z.W. Geem . A new structural optimization method based on the harmony search algorithm. Comput. Struct. , 781 - 798
    2. 2)
    3. 3)
      • Z.W. Geem , C. Tseng , Y. Park . (2005) Harmony search for generalized orienteering problem: best touring in China.
    4. 4)
    5. 5)
    6. 6)
      • E.L. da Silva , H.A. Gil , J.M. Areiza . Transmission network expansion planning under an improved genetic algorithm. IEEE Trans. Power Syst. , 3 , 1168 - 1175
    7. 7)
      • Z.W. Geem , J.H. Kim , G.V. Loganathan . A new heuristic optimization algorithm: harmony search. Simulation , 2 , 60 - 68
    8. 8)
    9. 9)
      • Y.X. Jin , H.Z. Cheng , Y.J. Yan , L. Zhang . New discrete particle swarm optimization and its application in transmission network expansion planning. Electr. Power Syst. Res. , 227 - 233
    10. 10)
    11. 11)
    12. 12)
      • Z.W. Geem . Novel derivative of harmony search algorithm for discrete design variables. Appl. Math. Comput. , 1 , 223 - 230
    13. 13)
      • R. Romero , M.J. Rider , I.D.J. Silva . A metaheuristic to solve the transmission expansion planning. IEEE Trans. Power Syst. , 4 , 2289 - 2291
    14. 14)
      • J.H. Kim , Z.W. Geem , E.S. Kim . Parameter estimation of the nonlinear Muskingum model using harmony search. J. Am. Water Resour. Assoc. , 5 , 1131 - 1138
    15. 15)
    16. 16)
      • Pandi, V.R., Panigrahi, B.K., Mallick, M.K., Abraham, A., Das, S.: `Improved harmony search for economic power dispatch', Int. Conf. Hybrid Intelligent Systems, 2009, DOI 10.1109/HIS.2009.294.
    17. 17)
      • Z.W. Geem . Particle-swarm harmony search for water network design. Eng. Optim. , 4 , 297 - 311
    18. 18)
    19. 19)
      • Z.W. Geem . Harmony search optimization to the pump-included water distribution network design. Civil Eng. Environ. Syst. , 3 , 211 - 221
    20. 20)
    21. 21)
      • Z.W. Geem . Optimal cost design of water distribution networks using harmony search. Eng. Optim. , 3 , 259 - 280
    22. 22)
      • M. Mahdavi , M. Fesanghary , E. Damangir . An improved harmony search algorithm for solving optimization problems. Appl. Math. Comput. , 1567 - 1579
    23. 23)
    24. 24)
      • L.L. Garver . Transmission network estimation using linear programming. IEEE Trans. PAS , 7 , 1688 - 1697
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