A new algorithm for combined heat and power dynamic economic dispatch considering valve-point effects

被引:56
|
作者
Bahmani-Firouzi, Bahman [1 ]
Farjah, Ebrahim [1 ]
Seifi, Alireza [1 ]
机构
[1] Shiraz Univ, Sch Elect & Comp Engn, Dept Power & Control Eng, Shiraz, Iran
关键词
Self-adaptive learning charged system search algorithm; Cogeneration technology; Combined heat and power dynamic economic dispatch; Ramp rate limit; Spinning reserve constraint; Valve-point effects; SWARM OPTIMIZATION ALGORITHM; EMISSION DISPATCH; PROHIBITED ZONES; LOAD DISPATCH; WIND POWER; HYBRID EP; UNCERTAINTIES; HYDROGEN; UNITS; FLOW;
D O I
10.1016/j.energy.2013.01.004
中图分类号
O414.1 [热力学];
学科分类号
摘要
In this study, combined heat and power units are incorporated in the practical reserve constrained dynamic economic dispatch, which minimizes total production costs considering realistic constraints such as ramp rate limits and valve-point effects over a short time span. The integration of combined heat and power units and considering power ramp constraints for these units necessitate an efficient tool to cope with joint characteristics of electricity power-heat. Unlike pervious approaches, the system spinning reserve requirements are clearly formulated in the problem and a novel charged system search algorithm is proposed to solve it. In the proposed algorithm a novel self-adaptive learning framework, adaptive selection operation and repelling force modeling are used in order to increase the population diversity and amend the convergence criteria. The proposed framework is applied for three small, medium and large test systems in order to evaluate its efficiency and feasibility. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:320 / 332
页数:13
相关论文
共 50 条
  • [21] NEW INTELLIGENT PARTICLE SWARM OPTIMIZATION ALGORITHM FOR SOLVING ECONOMIC DISPATCH WITH VALVE-POINT EFFECTS
    Lin, Jie
    Chen, Chun-Lung
    Tsai, Shun-Feng
    Yuan, Chengqing
    [J]. JOURNAL OF MARINE SCIENCE AND TECHNOLOGY-TAIWAN, 2015, 23 (01): : 44 - 53
  • [22] A hybrid differential evolution method for dynamic economic dispatch with valve-point effects
    Yuan, Xiaohui
    Wang, Liang
    Zhang, Yongchuan
    Yuan, Yanbin
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (02) : 4042 - 4048
  • [23] Chaotic differential bee colony optimization algorithm for dynamic economic dispatch problem with valve-point effects
    Lu, Peng
    Zhou, Jianzhong
    Zhang, Huifeng
    Zhang, Rui
    Wang, Chao
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 62 : 130 - 143
  • [24] An improved invasive weed optimization algorithm for solving dynamic economic dispatch problems with valve-point effects
    Zheng, Zhi-xin
    Li, Jun-qing
    Han, Yu-yan
    [J]. JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2020, 32 (05) : 805 - 829
  • [25] A Riemannian subgradient algorithm for economic dispatch with valve-point effect
    Borckmans, Pierre B.
    Selvan, S. Easter
    Boumal, Nicolas
    Absil, P-A
    [J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2014, 255 : 848 - 866
  • [26] A hybrid BFA-PSO algorithm for economic dispatch with valve-point effects
    T. Jayabarathi
    Prateek Bahl
    Harsha Ohri
    Afshin Yazdani
    V. Ramesh
    [J]. Frontiers in Energy, 2012, 6 (2) : 155 - 163
  • [27] A hybrid BFA-PSO algorithm for economic dispatch with valve-point effects
    Jayabarathi, T.
    Bahl, Prateek
    Ohri, Harsha
    Yazdani, Afshin
    Ramesh, V.
    [J]. FRONTIERS IN ENERGY, 2012, 6 (02) : 155 - 163
  • [28] Chaotic differential evolution methods for dynamic economic dispatch with valve-point effects
    Lu, Youlin
    Zhou, Jianzhong
    Qin, Hui
    Wang, Ying
    Zhang, Yongchuan
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2011, 24 (02) : 378 - 387
  • [29] A hybrid MILP and IPM approach for dynamic economic dispatch with valve-point effects
    Pan, Shanshan
    Jian, Jinbao
    Yang, Linfeng
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 97 : 290 - 298
  • [30] A modified differential evolution approach for dynamic economic dispatch with valve-point effects
    Yuan, Xiaohui
    Wang, Liang
    Yuan, Yanbin
    Zhang, Yongchuan
    Cao, Bo
    Yang, Bo
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2008, 49 (12) : 3447 - 3453