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
  • [21] Early warning signals of critical transitions in ecosystems: entropy reduction in vegetation spatial patterns
    Pang, Yi-Zhi
    Li, Li
    Jin, Zhen
    NONLINEAR DYNAMICS, 2025, : 15597 - 15618
  • [22] Systematic analysis and optimization of early warning signals for critical transitions using distribution data
    Proverbio, Daniele
    Skupin, Alexander
    Goncalves, Jorge
    ISCIENCE, 2023, 26 (07)
  • [23] Early Warning Signals for Rate-induced Critical Transitions in Salt Marsh Ecosystems
    Floris K. Neijnens
    Koen Siteur
    Johan van de Koppel
    Max Rietkerk
    Ecosystems, 2021, 24 : 1825 - 1836
  • [24] Early Warning Signals for Rate-induced Critical Transitions in Salt Marsh Ecosystems
    Neijnens, Floris K.
    Siteur, Koen
    van de Koppel, Johan
    Rietkerk, Max
    ECOSYSTEMS, 2021, 24 (08) : 1825 - 1836
  • [25] Non-equilibrium early-warning signals for critical transitions in ecological systems
    Xu, Li
    Patterson, Denis
    Levin, Simon Asher
    Wang, Jin
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2023, 120 (05)
  • [26] Early-warning signals for Cenozoic climate transitions
    Boettner, Christopher
    Klinghammer, Georg
    Boers, Niklas
    Westerhold, Thomas
    Marwan, Norbert
    QUATERNARY SCIENCE REVIEWS, 2021, 270
  • [27] Early warning signals of infectious disease transitions: a review
    Southall, Emma
    Brett, Tobias S.
    Tildesley, Michael J.
    Dyson, Louise
    JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2021, 18 (182)
  • [28] Early warning signals of desertification transitions in semiarid ecosystems
    Corrado, Raffaele
    Cherubini, Anna Maria
    Pennetta, Cecilia
    PHYSICAL REVIEW E, 2014, 90 (06):
  • [29] Anticipating Critical Transitions in Psychological Systems Using Early Warning Signals: Theoretical and Practical Considerations
    Dablander, Fabian
    Pichler, Anton
    Cika, Arta
    Bacilieri, Andrea
    PSYCHOLOGICAL METHODS, 2023, 28 (04) : 765 - 790
  • [30] Identifying early-warning signals of critical transitions with strong noise by dynamical network markers
    Liu, Rui
    Chen, Pei
    Aihara, Kazuyuki
    Chen, Luonan
    SCIENTIFIC REPORTS, 2015, 5