Dynamic economic load dispatch with wind energy using modified harmony search

被引:14
|
作者
Pandi, V. Ravikumar [1 ]
Panigrahi, B. K. [1 ]
Das, Swagatam [2 ]
Cui, Zhihua [3 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, Delhi 110016, India
[2] Jadavpur Univ, Dept Elect & Commun Engn, Kolkata 700032, India
[3] Taiyuan Univ Sci & Technol, Complex Syst & Computat Intelligence Lab, Taiyuan 030024, Shanxi, Peoples R China
关键词
economic load dispatch; ELD; harmony search renewable energy; wind power; PENETRATION; INTEGRATION; SYSTEMS;
D O I
10.1504/IJBIC.2010.033096
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The optimisation of fuel cost for short term economic dispatch of therrnal generators along with renewable sources like wind generator is considered in this paper. The non-linear constraints considered are power generation limits, reserve limits and ramp rate limits. The optimal dispatch in the presence of the wind generation is obtained using modified harmony search (MHS) algorithm. The wind generator cost model is developed and used in this dynamic economic load dispatch (ELD) problem. The forecasted wind speed is utilised to calculate the average wind power output and this power is included in the economic dispatch model by means of negative load approach. Numerical results for the sample test system having five thermal units, one wind farm and one diesel unit have been presented to demonstrate the performance of the algorithm.
引用
收藏
页码:282 / 289
页数:8
相关论文
共 50 条
  • [1] Dynamic economic dispatch using harmony search algorithm with modified differential mutation operator
    Chakraborty, Prithwish
    Roy, Gourab Ghosh
    Panigrahi, B. K.
    Bansal, R. C.
    Mohapatra, Ankita
    [J]. ELECTRICAL ENGINEERING, 2012, 94 (04) : 197 - 205
  • [2] Dynamic economic dispatch using harmony search algorithm with modified differential mutation operator
    Prithwish Chakraborty
    Gourab Ghosh Roy
    B. K. Panigrahi
    R. C. Bansal
    Ankita Mohapatra
    [J]. Electrical Engineering, 2012, 94 : 197 - 205
  • [3] Dynamic economic load dispatch using hybrid swarm intelligence based harmony search algorithm
    Pandi, V. Ravikumar
    Panigrahi, Bijaya Ketan
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (07) : 8509 - 8514
  • [4] A Modified Harmony Search Algorithm for the Economic Dispatch Problem
    Secui, Dinu Calin
    Bendea, Gabriel
    Dzitac, Simona
    Bendea, Codruta
    Hora, Cristina
    [J]. STUDIES IN INFORMATICS AND CONTROL, 2014, 23 (02): : 143 - 152
  • [5] Economic load dispatch using population-variance harmony search algorithm
    Panigrahi, B. K.
    Pandi, V. Ravikumar
    Das, Swagatam
    Cui, Zhihua
    Sharma, Renu
    [J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2012, 34 (06) : 746 - 754
  • [6] Economical Load Dispatch Using Modified Harmony Memory Search Optimization Technique
    Mulo, Tanmoy
    Syam, Prasid
    Choudhury, Amalendu Bikash
    [J]. 2018 5TH IEEE UTTAR PRADESH SECTION INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING (UPCON), 2018, : 1004 - 1009
  • [7] APPLICATION OF MODIFIED ADAPTIVE TABU SEARCH TO DYNAMIC ECONOMIC LOAD DISPATCH
    Kluabwang, Jukkrit
    Kirita, Sataporn
    Thanaon, Mana
    Chanchanglek, Piyachat
    Kruesorn, Somnuk
    Onkong, Amorn
    [J]. FOURTH INTERNATIONAL CONFERENCE ON COMPUTER AND ELECTRICAL ENGINEERING (ICCEE 2011), 2011, : 353 - 357
  • [8] An improved harmony search algorithm for power economic load dispatch
    Coelho, Leandro dos Santos
    Mariani, Viviana Cocco
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2009, 50 (10) : 2522 - 2526
  • [9] Hybrid and Modified Harmony Search Optimization application in economic load dispatch with integrated renewable source
    Tanmoy Mulo
    Prasid Syam
    Amalendu Bikash Choudhury
    [J]. Electrical Engineering, 2023, 105 : 1923 - 1935
  • [10] Hybrid and Modified Harmony Search Optimization application in economic load dispatch with integrated renewable source
    Mulo, Tanmoy
    Syam, Prasid
    Choudhury, Amalendu Bikash
    [J]. ELECTRICAL ENGINEERING, 2023, 105 (03) : 1923 - 1935