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Complexity analysis of power system energy flow based on multi-scale entropy

Gou Jing Liu Jun-Yong Wei Zhen-Bo Gareth Taylor Liu You-Bo

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Complexity analysis of power system energy flow based on multi-scale entropy

Gou Jing, Liu Jun-Yong, Wei Zhen-Bo, Gareth Taylor, Liu You-Bo
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  • Complexity of power system energy flow is mainly reflected in the features of dynamic behavior such as real-time, nonlinear, uncertainty, etc. The analysis of dynamics on network is a critical means. The potential energy function models of system and branches are established, which are based on power system dynamic equilibrium equation to extract the system energy information after the fault duration. And the complexity of the system energy flow evolution is analyzed by using the multi-scale entropy method. The analysis results show that the system complexity under steady operation is much low. In addition, the complexity of the fault system increases with the increase of fault duration. Moreover, the system complexity under unstable operation shows a strong uncertainty in a small time scale and obvious regularity in a large time scale. And the most important is that the system complexities of the critical stable state and the critical unstable state are clearly distinct in different time scales. Such a difference can be used as a positive reference to the identification of the critical point in the dynamic state. Research results reveal the evolution of power energy flow in physical dynamic process. This can provide new ideas and methods for analyzing the dynamics behavior of power system.
    • Funds: Project supported by the Funds for International Cooperation and Exchange of the National Natural Science Foundation of China (Grant No. 51261130472) and the Young Scientists Fund of the National Natural Science Foundation of China (Grant No. 51207098).
    [1]

    Arianos S, Bompard E, Carbone A, Xue F 2009 Chaos 19 013119

    [2]

    Mei S W, Xue A C, Zhang X M 2008 Sci. China E 51 209

    [3]

    Tang C K, Graham C E, El-Kady M, Alden R T H 1994 IEEE Trans. Power Syst. 9 031524

    [4]

    Strogatz S H 2001 Nature 410 268

    [5]

    Liu X, Liu T Q, Wang H, Li X Y 2010 Chin. Phys. B 19 070204

    [6]

    Zhuang J J, Ning X B, Zou M, Sun B, Yang X 2008 Acta Phys. Sin. 57 2805 (in Chinese) [庄建军, 宁新宝, 邹鸣, 孙飙, 杨希 2008 物理学报 57 2805]

    [7]

    Pincus S M 1991 Proc. Natl. Acad. Sci. USA 88 2297

    [8]

    Cao B, Xiang Y P, Lv X Q, Zeng M, Huang S S 2008 Chin. Phys. B 17 865

    [9]

    Lake D E, Richman J S, Griffin M P, Moorman J R 2002 Am. J. Physiol. Regul. Integr. Comp. Physiol. 283 030789

    [10]

    Richman J S, Moorman J R 2000 Am. J. Physiol. Heart Circ. Physiol. 278 2039

    [11]

    Costa M, Peng C K, Goldberger A L, Jeffrey M H 2003 Physica A 330 53

    [12]

    Costa M, Goldberger A L, Peng C K 2005 Phys. Rev. E 71 021906

    [13]

    Wang J, Ma Q L 2008 Chin. Phys. B 17 4424

    [14]

    He L, Du L, Zhuang Y Q, Li W H, Chen J P 2008 Acta Phys. Sin. 57 6545 (in Chinese) [何亮, 杜磊, 庄奕琪, 李伟华, 陈建平 2008 物理学报 57 6545]

    [15]

    Xiang Z T, Chen Y F, Li Y J, Xiong L 2014 Acta Phys. Sin. 63 038903 (in Chinese) [向郑涛, 陈宇峰, 李昱瑾, 熊励 2014 物理学报 63 038903]

    [16]

    Ni Y X, Chen S S, Zhang B L 2002 Dynamic Power System Theory and Analysis (Beijing: Tsinghua University Press) pp135-215 (in Chinese) [倪以信, 陈寿孙, 张宝霖 2002 动态电力系统的理论和分析 (北京: 清华大学出版社) 第135–215页]

    [17]

    Liu S, Wang J 1996 Energy Function Analysis of Power System Transient Stability (Shanghai: Shanghai Jiaotong University Press) pp2-5 (in Chinese) [刘笙, 汪静 1996 电力系统暂态稳定的能量函数分析 (上海: 上海交通大学出版社) 第2–5页]

    [18]

    Fang D Z, Zhang Y, Song W N, Chung T S 1998 Proceedings of the CSEE 18 030200 (in Chinese) [房大中, 张尧, 宋文南, 钟德成 1998 中国电机工程学报 18 030200]

    [19]

    Pai M A 1989 Energy Function Analysis for Power System Stability (USA: Kluwer Academic Publisher) pp26-33

    [20]

    Padiyar K R, Krishna S 2006 IEEE Trans. Power Deliver. 21 46

    [21]

    Liu Y B, Liu J Y, Wang M K, Yang J S 2011 Proceedings of the CSEE 31 130040 (in Chinese) [刘友波, 刘俊勇, 王明昆, 杨嘉湜 2011 中国电机工程学报 31 130040]

    [22]

    Cai G W, Chan K W, Yuan W P, Mu G 2007 Int. J. Elec. Power 29 199

    [23]

    Lin J K, Yang J, Li Y C, Zheng W H, Wang H L 2008 J. Tianjin Univ. 41 060660 (in Chinese) [林济铿, 杨静, 李杨春, 郑卫红, 王海林 2008 中国电机工程学报 41 060660]

  • [1]

    Arianos S, Bompard E, Carbone A, Xue F 2009 Chaos 19 013119

    [2]

    Mei S W, Xue A C, Zhang X M 2008 Sci. China E 51 209

    [3]

    Tang C K, Graham C E, El-Kady M, Alden R T H 1994 IEEE Trans. Power Syst. 9 031524

    [4]

    Strogatz S H 2001 Nature 410 268

    [5]

    Liu X, Liu T Q, Wang H, Li X Y 2010 Chin. Phys. B 19 070204

    [6]

    Zhuang J J, Ning X B, Zou M, Sun B, Yang X 2008 Acta Phys. Sin. 57 2805 (in Chinese) [庄建军, 宁新宝, 邹鸣, 孙飙, 杨希 2008 物理学报 57 2805]

    [7]

    Pincus S M 1991 Proc. Natl. Acad. Sci. USA 88 2297

    [8]

    Cao B, Xiang Y P, Lv X Q, Zeng M, Huang S S 2008 Chin. Phys. B 17 865

    [9]

    Lake D E, Richman J S, Griffin M P, Moorman J R 2002 Am. J. Physiol. Regul. Integr. Comp. Physiol. 283 030789

    [10]

    Richman J S, Moorman J R 2000 Am. J. Physiol. Heart Circ. Physiol. 278 2039

    [11]

    Costa M, Peng C K, Goldberger A L, Jeffrey M H 2003 Physica A 330 53

    [12]

    Costa M, Goldberger A L, Peng C K 2005 Phys. Rev. E 71 021906

    [13]

    Wang J, Ma Q L 2008 Chin. Phys. B 17 4424

    [14]

    He L, Du L, Zhuang Y Q, Li W H, Chen J P 2008 Acta Phys. Sin. 57 6545 (in Chinese) [何亮, 杜磊, 庄奕琪, 李伟华, 陈建平 2008 物理学报 57 6545]

    [15]

    Xiang Z T, Chen Y F, Li Y J, Xiong L 2014 Acta Phys. Sin. 63 038903 (in Chinese) [向郑涛, 陈宇峰, 李昱瑾, 熊励 2014 物理学报 63 038903]

    [16]

    Ni Y X, Chen S S, Zhang B L 2002 Dynamic Power System Theory and Analysis (Beijing: Tsinghua University Press) pp135-215 (in Chinese) [倪以信, 陈寿孙, 张宝霖 2002 动态电力系统的理论和分析 (北京: 清华大学出版社) 第135–215页]

    [17]

    Liu S, Wang J 1996 Energy Function Analysis of Power System Transient Stability (Shanghai: Shanghai Jiaotong University Press) pp2-5 (in Chinese) [刘笙, 汪静 1996 电力系统暂态稳定的能量函数分析 (上海: 上海交通大学出版社) 第2–5页]

    [18]

    Fang D Z, Zhang Y, Song W N, Chung T S 1998 Proceedings of the CSEE 18 030200 (in Chinese) [房大中, 张尧, 宋文南, 钟德成 1998 中国电机工程学报 18 030200]

    [19]

    Pai M A 1989 Energy Function Analysis for Power System Stability (USA: Kluwer Academic Publisher) pp26-33

    [20]

    Padiyar K R, Krishna S 2006 IEEE Trans. Power Deliver. 21 46

    [21]

    Liu Y B, Liu J Y, Wang M K, Yang J S 2011 Proceedings of the CSEE 31 130040 (in Chinese) [刘友波, 刘俊勇, 王明昆, 杨嘉湜 2011 中国电机工程学报 31 130040]

    [22]

    Cai G W, Chan K W, Yuan W P, Mu G 2007 Int. J. Elec. Power 29 199

    [23]

    Lin J K, Yang J, Li Y C, Zheng W H, Wang H L 2008 J. Tianjin Univ. 41 060660 (in Chinese) [林济铿, 杨静, 李杨春, 郑卫红, 王海林 2008 中国电机工程学报 41 060660]

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Publishing process
  • Received Date:  21 April 2014
  • Accepted Date:  16 June 2014
  • Published Online:  05 October 2014

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