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
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