• DocumentCode
    1278348
  • Title

    A Hybrid Interior Point Assisted Differential Evolution Algorithm for Economic Dispatch

  • Author

    Duvvuru, Nagarjuna ; Swarup, K.S.

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol., Madras, Chennai, India
  • Volume
    26
  • Issue
    2
  • fYear
    2011
  • fDate
    5/1/2011 12:00:00 AM
  • Firstpage
    541
  • Lastpage
    549
  • Abstract
    The paper proposes a novel hybrid algorithm connecting interior point method (IPM) and differential evolution (DE) for solving economic load dispatch problem with valve point effect. The algorithm involves two stages. The first stage employs IPM to minimize the cost function without considering the valve point effect. The second stage considers valve point effect and minimizes the cost function using DE. The initial population for DE is generated in a narrow range of 2π/f around the solution obtained in the first stage. The effectiveness of the algorithm is validated by carrying out extensive tests on three different systems involving 13 and 40 thermal generating units. The proposed method outperforms other existing techniques for economic load dispatch considering valve-point effects.
  • Keywords
    evolutionary computation; load dispatching; power generation economics; thermal power stations; DE; IPM; economic load dispatch problem; hybrid interior point assisted differential evolution algorithm; interior point method; thermal generating units; valve point effect; Cost function; Hybrid power systems; Joining processes; Power generation economics; Power system economics; Power system interconnection; Power system planning; Power system reliability; System testing; Valves; Differential evolution; economic load dispatch; hybrid algorithm; interior point method; valve point effect;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2010.2053224
  • Filename
    5530392