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
  • [21] Economic load dispatch problems with valve-point loading using natural updated harmony search
    Mohammed Azmi Al-Betar
    Mohammed A. Awadallah
    Ahamad Tajudin Khader
    Asaju La’aro Bolaji
    Ammar Almomani
    [J]. Neural Computing and Applications, 2018, 29 : 767 - 781
  • [22] Improved Harmony Search for Economic Power Dispatch
    Pandi, V. Ravikumar
    Panigrahi, B. K.
    Mallick, Manas Kumar
    Abraham, Ajith
    Das, Swagatam
    [J]. HIS 2009: 2009 NINTH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS, VOL 3, PROCEEDINGS, 2009, : 403 - +
  • [23] Thermal Unit Energy Conservation Load Dispatch Based on Harmony Search Algorithm Combined with Dynamic Unit Commitment
    Qi, Yongfu
    Zhao, Dongmei
    Li, Xingyu
    Wei, Guoqing
    Hu, Jianchen
    Wu, Feng
    [J]. SUSTAINABLE DEVELOPMENT OF INDUSTRY AND ECONOMY, PTS 1 AND 2, 2014, 869-870 : 351 - +
  • [24] An improved harmony search algorithm to solve economic load dispatch problems with generator constraints
    Arul, R.
    Ravi, G.
    Velusami, S.
    [J]. ELECTRICAL ENGINEERING, 2014, 96 (01) : 55 - 63
  • [25] An improved harmony search algorithm to solve economic load dispatch problems with generator constraints
    R. Arul
    G. Ravi
    S. Velusami
    [J]. Electrical Engineering, 2014, 96 : 55 - 63
  • [27] Economic Load Dispatch Using Vortex Search Algorithm
    Saka, Mustafa
    Eke, Ibrahim
    Tezcan, Suleyman Sungur
    Taplamacioglu, M. Cengiz
    [J]. 2017 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONIC ENGINEERING (ICEEE 2017), 2017, : 77 - 81
  • [28] Solving Security Constrained Dynamic Economic Dispatch Problem using Chaotic Differential Harmony Search Algorithm
    Arul, R.
    Velusami, S.
    Ravi, G.
    [J]. PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON CIRCUITS, POWER AND COMPUTING TECHNOLOGIES (ICCPCT 2013), 2013, : 545 - 552
  • [30] Solving economic load dispatch problems using chaotic self-adaptive differential harmony search algorithm
    Rajagopalan, Arul
    Sengoden, Velusami
    Govindasamy, Ravi
    [J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2015, 25 (05): : 845 - 858