Universal generating function based probabilistic production simulation for wind power integrated power systems

According to the demand of sustainable development and low-carbon electricity, it is important to develop clean resources and optimize scheduling generation mix. Firstly, a novel method for probabilistic production simulation for wind power integrated power systems is proposed based on universal generating function (UGF), which completes the production simulation with the chronological wind power and load demand. Secondly, multiple-period multiple-state wind power model and multiple-state thermal unit power model are adopted, and both thermal power and wind power are coordinately scheduled by the comprehensive cost including economic cost and environmental cost. Furthermore, the accommodation and curtailment of wind power is synergistically considered according to the available regulation capability of conventional generators in operation. Finally, the proposed method is verified and compared with conventional convolution method in the improved IEEE-RTS 79 system.

[1]  Gregory Levitin,et al.  The Universal Generating Function in Reliability Analysis and Optimization , 2005 .

[2]  Gao Shan.  Applications of probabilistic production simulation in power system , 2012 .

[3]  Yao Liang-zhong,et al.  Power System Probabilistic Production Simulation Including Wind Farms , 2009 .

[4]  Ge Jun.  Assessment Model on Low-Carbon Effects of Power Grid and Its Application , 2009 .

[5]  Zhou Shuang-xi.  RESEARCH ON THE CAPACITY CREDIT OF WIND ENERGY RESOURCES , 2005 .

[6]  Bai Li-chao.  SEQUENCE-BASED ANALYSIS OF PROBABILISTIC PRODUCTION COST SIMULATION , 2002 .

[7]  Xia Qing,et al.  Prospects of Low-Carbon Electricity , 2009 .

[8]  Li Weidong.  A New Evaluation Method for Wind Power Curtailment Based on Analysis of System Regulation Capability , 2013 .

[9]  Chen Shu.  RELIABILITY MODEL OF WIND POWER PLANTS AND ITS APPLICATION , 2000 .

[10]  Probability Subcommittee,et al.  IEEE Reliability Test System , 1979, IEEE Transactions on Power Apparatus and Systems.

[11]  Xifan Wang,et al.  Reliability Modeling of Large Wind Farms and Associateed Electric Utility Interface Systems , 1984, IEEE Transactions on Power Apparatus and Systems.

[12]  Gregory Levitin,et al.  Multi-State System Reliability - Assessment, Optimization and Applications , 2003, Series on Quality, Reliability and Engineering Statistics.

[13]  R. Billinton,et al.  The IEEE Reliability Test System???Extensions to and Evaluation of the Generating System , 1986, IEEE Power Engineering Review.

[14]  R. Billinton,et al.  Incorporating Wind Power in Generating Capacity Reliability Evaluation Using Different Models , 2011, IEEE Transactions on Power Systems.

[15]  Xiang Niande.  IMPLEMENT OF PROBABILISTIC PRODUCTION COST SIMULATION ALGORITHM BASED ON SEQUENCE OPERATION THEORY , 2002 .