Early warning signals for critical transitions in a thermoacoustic system

被引:74
|
作者
Gopalakrishnan, E. A. [1 ,3 ]
Sharma, Yogita [2 ]
John, Tony [1 ]
Dutta, Partha Sharathi [2 ]
Sujith, R. I. [1 ]
机构
[1] Indian Inst Technol Madras, Dept Aerosp Engn, Madras 600036, Tamil Nadu, India
[2] Indian Inst Technol Ropar, Dept Math, Rupnagar 140001, Punjab, India
[3] Amrita Univ, Amrita Sch Engn, Ctr Computat Engn & Networking CEN, Coimbatore, Tamil Nadu, India
来源
SCIENTIFIC REPORTS | 2016年 / 6卷
关键词
CRITICAL SLOWING-DOWN; TIPPING POINT; COMPLEX-SYSTEMS; ACTIVE CONTROL; INDICATORS; NOISE; ECOLOGY; SHIFTS;
D O I
10.1038/srep35310
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
state to another at a critical threshold called the tipping point. The decrease in recovery rate to equilibrium (critical slowing down) as the system approaches the tipping point can be used to identify the proximity to a critical transition. Several measures have been adopted to provide early indications of critical transitions that happen in a variety of complex systems. In this study, we use early warning indicators to predict subcritical Hopf bifurcation occurring in a thermoacoustic system by analyzing the observables from experiments and from a theoretical model. We find that the early warning measures perform as robust indicators in the presence and absence of external noise. Thus, we illustrate the applicability of these indicators in an engineering system depicting critical transitions.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Early warning signals for critical transitions in a thermoacoustic system
    E. A. Gopalakrishnan
    Yogita Sharma
    Tony John
    Partha Sharathi Dutta
    R. I. Sujith
    Scientific Reports, 6
  • [2] Critical transitions and their early warning signals in thermoacoustic systems
    Pavithran, Induja
    Unni, Vishnu R.
    Sujith, R., I
    EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, 2021, 230 (16-17): : 3411 - 3432
  • [3] Critical transitions and their early warning signals in thermoacoustic systems
    Induja Pavithran
    Vishnu R. Unni
    R. I. Sujith
    The European Physical Journal Special Topics, 2021, 230 : 3411 - 3432
  • [4] Early-warning signals for critical transitions
    Scheffer, Marten
    Bascompte, Jordi
    Brock, William A.
    Brovkin, Victor
    Carpenter, Stephen R.
    Dakos, Vasilis
    Held, Hermann
    van Nes, Egbert H.
    Rietkerk, Max
    Sugihara, George
    NATURE, 2009, 461 (7260) : 53 - 59
  • [5] Early-warning signals for critical transitions
    Marten Scheffer
    Jordi Bascompte
    William A. Brock
    Victor Brovkin
    Stephen R. Carpenter
    Vasilis Dakos
    Hermann Held
    Egbert H. van Nes
    Max Rietkerk
    George Sugihara
    Nature, 2009, 461 : 53 - 59
  • [6] Early warning signals for critical transitions in power systems
    Ren, Hui
    Watts, David
    ELECTRIC POWER SYSTEMS RESEARCH, 2015, 124 : 173 - 180
  • [7] Early-Warning Signals for Critical Temperature Transitions
    Wang, Chenghao
    Wang, Zhi-Hua
    Sun, Linda
    GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (14)
  • [8] Early warning signals for critical transitions in complex systems
    George, Sandip, V
    Kachhara, Sneha
    Ambika, G.
    PHYSICA SCRIPTA, 2023, 98 (07)
  • [9] Critical transitions in the hydrological system: early-warning signals and network analysis
    Yang, Xueli
    Wang, Zhi-Hua
    Wang, Chenghao
    HYDROLOGY AND EARTH SYSTEM SCIENCES, 2022, 26 (07) : 1845 - 1856
  • [10] Early Warning Signals for Critical Transitions: A Generalized Modeling Approach
    Lade, Steven J.
    Gross, Thilo
    PLOS COMPUTATIONAL BIOLOGY, 2012, 8 (02)