Coordinated Optimization of Wind Energy and Other Sources: Objective and Examples

Wind power is inherently variable and intermittent, and thus it brings great challenges to the operation of power systems. Noting that there have been considerable dispatchable sources in power systems, the coordination of wind power generation with the dispatchable sources provides the possibility...

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Published inIFAC Proceedings Volumes Vol. 47; no. 3; pp. 2764 - 2769
Main Authors Wang, Ying, Zhang, Kaifeng, Xu, Miao, Teng, Xianliang
Format Journal Article
LanguageEnglish
Published 2014
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Abstract Wind power is inherently variable and intermittent, and thus it brings great challenges to the operation of power systems. Noting that there have been considerable dispatchable sources in power systems, the coordination of wind power generation with the dispatchable sources provides the possibility to overcome the drawbacks of wind power. In this paper, the choice of coordination objective is discussed, or the output of wind power or the combine system should satisfy the requirements of the whole power systems. Based on the above principle, two examples are given. Firstly, the coordinated optimal control of wind-storage system is proposed. The objective of the coordinated control is to meet the ramp rate limit of grid code. Secondly, the coordinated optimal dispatch of wind-thermal-pumped hydro system is proposed. The objective of the coordinated dispatch is to make the output of the combined system more correlated with the system load. The optimal model and algorithm of the two examples are designed. The simulation results also validate the effectiveness of the proposed methods.
AbstractList Wind power is inherently variable and intermittent, and thus it brings great challenges to the operation of power systems. Noting that there have been considerable dispatchable sources in power systems, the coordination of wind power generation with the dispatchable sources provides the possibility to overcome the drawbacks of wind power. In this paper, the choice of coordination objective is discussed, or the output of wind power or the combine system should satisfy the requirements of the whole power systems. Based on the above principle, two examples are given. Firstly, the coordinated optimal control of wind-storage system is proposed. The objective of the coordinated control is to meet the ramp rate limit of grid code. Secondly, the coordinated optimal dispatch of wind-thermal-pumped hydro system is proposed. The objective of the coordinated dispatch is to make the output of the combined system more correlated with the system load. The optimal model and algorithm of the two examples are designed. The simulation results also validate the effectiveness of the proposed methods.
Author Wang, Ying
Teng, Xianliang
Zhang, Kaifeng
Xu, Miao
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Cites_doi 10.1109/TPWRS.2013.2244619
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10.1016/j.renene.2012.06.008
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10.1002/we.368
10.1109/TPWRS.2008.919430
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References Kim, Y. H., Lee, J. S., & Kang, Y. C. (2012, April). Supervised shutdown algorithm for an offshore wind power plant to meet the required ramp rate of a grid code in a storm-driven situation. In
Garcia-Gonzalez, de la Muela, Santos, González (bib59908) 2008; 23
Vigueras-Rodrıguez, A., Sørensen, P., Cutululis, N. A., Viedma, A., Gómez-Lázaro, E., & Martin, S. (2009, March). Application of ramp limitation regulations for smoothing the power fluctuations from offshore wind farms. In
Greenblatt, Succar, Denkenberger, Williams, Socolow (bib59909) 2007; 35
.
Wang, Watson, Guan (bib59916) 2013; 28
Miller, Marken (bib59911) 2010
Deb (bib59906) 2001
DPSP 2012. (pp. 1-5). IET.
Sioshansi (bib59913) 2010; 31
Saejia, Ngamroo (bib59912) 2012; 22
Ding, Hu, Song (bib59907) 2012; 48
Teleke, Baran, Huang, Bhattacharya, Anderson (bib59914) 2009; 24
Saejia (10.3182/20140824-6-ZA-1003.01429_bib59912) 2012; 22
Teleke (10.3182/20140824-6-ZA-1003.01429_bib59914) 2009; 24
Garcia-Gonzalez (10.3182/20140824-6-ZA-1003.01429_bib59908) 2008; 23
Wang (10.3182/20140824-6-ZA-1003.01429_bib59916) 2013; 28
10.3182/20140824-6-ZA-1003.01429_bib59910
Sioshansi (10.3182/20140824-6-ZA-1003.01429_bib59913) 2010; 31
10.3182/20140824-6-ZA-1003.01429_bib59915
Ding (10.3182/20140824-6-ZA-1003.01429_bib59907) 2012; 48
Miller (10.3182/20140824-6-ZA-1003.01429_bib59911) 2010
Deb (10.3182/20140824-6-ZA-1003.01429_bib59906) 2001
Greenblatt (10.3182/20140824-6-ZA-1003.01429_bib59909) 2007; 35
References_xml – volume: 24
  start-page: 725
  year: 2009
  end-page: 732
  ident: bib59914
  article-title: Control strategies for battery energy storage for wind farm dispatching
  publication-title: IEEE Transactions on Energy Conversion
  contributor:
    fullname: Anderson
– start-page: 70
  year: 2001
  ident: bib59906
  publication-title: Multi-objective optimization using evolutionary algorithms
  contributor:
    fullname: Deb
– volume: 28
  start-page: 2366
  year: 2013
  end-page: 2375
  ident: bib59916
  article-title: Two-Stage Robust Optimization for-Contingency-Constrained Unit Commitment
  publication-title: IEEE Transactions on Power Systems
  contributor:
    fullname: Guan
– volume: 35
  start-page: 1474
  year: 2007
  end-page: 1492
  ident: bib59909
  article-title: Baseload wind energy: modeling the competition between gas turbines and compressed air energy storage for supplemental generation
  publication-title: Energy Policy
  contributor:
    fullname: Socolow
– volume: 31
  start-page: 173
  year: 2010
  ident: bib59913
  article-title: Welfare impacts of electricity storage and the implications of ownership structure
  publication-title: Energy Journal
  contributor:
    fullname: Sioshansi
– volume: 23
  start-page: 460
  year: 2008
  end-page: 468
  ident: bib59908
  article-title: Stochastic joint optimization of wind generation and pumped-storage units in an electricity market
  publication-title: IEEE Transactions on Power Systems
  contributor:
    fullname: González
– volume: 22
  start-page: 5701504
  year: 2012
  ident: bib59912
  article-title: Alleviation of power fluctuation in interconnected power systems with wind farm by SMES with optimal coil size
  publication-title: IEEE Transactions on Applied Superconductivity
  contributor:
    fullname: Ngamroo
– start-page: 1
  year: 2010
  end-page: 7
  ident: bib59911
  article-title: July). Facts on grid friendly wind plants
  publication-title: In Power and Energy Society General Meeting, 2010 IEEE
  contributor:
    fullname: Marken
– volume: 48
  start-page: 571
  year: 2012
  end-page: 578
  ident: bib59907
  article-title: Stochastic optimization of the daily operation of wind farm and pumped-hydro-storage plant
  publication-title: Renewable Energy
  contributor:
    fullname: Song
– volume: 28
  start-page: 2366
  issue: 3
  year: 2013
  ident: 10.3182/20140824-6-ZA-1003.01429_bib59916
  article-title: Two-Stage Robust Optimization for-Contingency-Constrained Unit Commitment
  publication-title: IEEE Transactions on Power Systems
  doi: 10.1109/TPWRS.2013.2244619
  contributor:
    fullname: Wang
– volume: 22
  start-page: 5701504
  issue: 3
  year: 2012
  ident: 10.3182/20140824-6-ZA-1003.01429_bib59912
  article-title: Alleviation of power fluctuation in interconnected power systems with wind farm by SMES with optimal coil size
  publication-title: IEEE Transactions on Applied Superconductivity
  doi: 10.1109/TASC.2011.2178984
  contributor:
    fullname: Saejia
– start-page: 70
  year: 2001
  ident: 10.3182/20140824-6-ZA-1003.01429_bib59906
  contributor:
    fullname: Deb
– volume: 35
  start-page: 1474
  issue: 3
  year: 2007
  ident: 10.3182/20140824-6-ZA-1003.01429_bib59909
  article-title: Baseload wind energy: modeling the competition between gas turbines and compressed air energy storage for supplemental generation
  publication-title: Energy Policy
  doi: 10.1016/j.enpol.2006.03.023
  contributor:
    fullname: Greenblatt
– volume: 48
  start-page: 571
  year: 2012
  ident: 10.3182/20140824-6-ZA-1003.01429_bib59907
  article-title: Stochastic optimization of the daily operation of wind farm and pumped-hydro-storage plant
  publication-title: Renewable Energy
  doi: 10.1016/j.renene.2012.06.008
  contributor:
    fullname: Ding
– ident: 10.3182/20140824-6-ZA-1003.01429_bib59910
– start-page: 1
  year: 2010
  ident: 10.3182/20140824-6-ZA-1003.01429_bib59911
  article-title: July). Facts on grid friendly wind plants
  contributor:
    fullname: Miller
– volume: 31
  start-page: 173
  issue: 2
  year: 2010
  ident: 10.3182/20140824-6-ZA-1003.01429_bib59913
  article-title: Welfare impacts of electricity storage and the implications of ownership structure
  publication-title: Energy Journal
  doi: 10.5547/ISSN0195-6574-EJ-Vol31-No2-7
  contributor:
    fullname: Sioshansi
– volume: 24
  start-page: 725
  issue: 3
  year: 2009
  ident: 10.3182/20140824-6-ZA-1003.01429_bib59914
  article-title: Control strategies for battery energy storage for wind farm dispatching
  publication-title: IEEE Transactions on Energy Conversion
  doi: 10.1109/TEC.2009.2016000
  contributor:
    fullname: Teleke
– ident: 10.3182/20140824-6-ZA-1003.01429_bib59915
  doi: 10.1002/we.368
– volume: 23
  start-page: 460
  issue: 2
  year: 2008
  ident: 10.3182/20140824-6-ZA-1003.01429_bib59908
  article-title: Stochastic joint optimization of wind generation and pumped-storage units in an electricity market
  publication-title: IEEE Transactions on Power Systems
  doi: 10.1109/TPWRS.2008.919430
  contributor:
    fullname: Garcia-Gonzalez
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