Differential evolution based economic environmental power dispatch

被引:35
|
作者
Pérez-Guerrero, RE [1 ]
Cedeño-Maldonado, JR [1 ]
机构
[1] UPR Mayaguez, Dept Elect Engn, Mayaguez, PR 00680 USA
关键词
differential evolution; economic dispatch; emissions dispatch; environmental dispatch; evolutionary algorithms; power systems operation;
D O I
10.1109/NAPS.2005.1560523
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This research work presents the solution of the economic environmental dispatch (EED) problem by means of the Differential Evolution (DE) algorithm. This technique was chosen due to the complexity associated with the highly nonlinear characteristics of the emissions involved and the dimensionality of the problem being considered. The economic-environmental problem was formulated by considering emissions either as constraints or as a second objective function of a multiobjective optimization problem. The IEEE 30 bus system was used for testing and validation purposes. The results obtained demonstrate the effectiveness of the proposed method for solving the EED problem.
引用
收藏
页码:191 / 197
页数:7
相关论文
共 50 条
  • [1] Application of differential evolution algorithm to environmental/economic dispatch of power systems
    Lu, Youlin
    Zhou, Jianzhong
    Qin, Hui
    Xu, Ke
    [J]. Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2010, 38 (08): : 121 - 124
  • [2] Shuffled Differential Evolution-Based Combined Heat and Power Economic Dispatch
    Nagaraju, S.
    Reddy, A. Srinivasa
    Vaisakh, K.
    [J]. SOFT COMPUTING IN DATA ANALYTICS, SCDA 2018, 2019, 758 : 525 - 532
  • [3] Economic Dispatch of a Differential Evolution Based Generator Maintenance Scheduling of a Power System
    Yare, Y.
    Venayagamoorthy, G. K.
    Saber, A. Y.
    [J]. 2009 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-8, 2009, : 3753 - 3760
  • [4] Adaptive Multiobjective Differential Evolution Algorithms for Environmental/Economic Dispatch
    Lin, Zhong-Yi
    Chiang, Tsung-Che
    Lee, Chen-Yu
    [J]. 2017 6TH IIAI INTERNATIONAL CONGRESS ON ADVANCED APPLIED INFORMATICS (IIAI-AAI), 2017, : 909 - 914
  • [5] Environmental/economic power dispatch problem using multi-objective differential evolution algorithm
    Wu, L. H.
    Wang, Y. N.
    Yuan, X. F.
    Zhou, S. W.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2010, 80 (09) : 1171 - 1181
  • [6] Multiobjective particle swarm optimization based on differential evolution for environmental/economic dispatch problem
    Wu Ya-li
    Xu Li-qing
    Zhang Jin
    [J]. 2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 1498 - 1503
  • [7] A NOVEL DIFFERENTIAL EVOLUTION ALGORITHM FOR ECONOMIC POWER DISPATCH PROBLEM
    Pooja
    [J]. NUMERICAL ALGEBRA CONTROL AND OPTIMIZATION, 2023, 13 (01): : 28 - 44
  • [8] Improved Differential Evolution for Combined Heat and Power Economic Dispatch
    Jena, C.
    Basu, M.
    Panigrahi, C. K.
    [J]. INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2016, 17 (02) : 151 - 163
  • [9] Combined Heat and Power Economic Dispatch by Using Differential Evolution
    Basu, M.
    [J]. ELECTRIC POWER COMPONENTS AND SYSTEMS, 2010, 38 (08) : 996 - 1004
  • [10] Combined Heat and Power Economic Dispatch Using Differential Evolution
    Ouyang, Yafei
    Niu, Qun
    Zhang, Yang
    [J]. PROCEEDINGS OF 2017 VI INTERNATIONAL CONFERENCE ON NETWORK, COMMUNICATION AND COMPUTING (ICNCC 2017), 2017, : 222 - 226