scispace - formally typeset
Journal ArticleDOI

Coupled interaction between unsteady flame dynamics and acoustic field in a turbulent combustor

Reads0
Chats0
TLDR
A possible asymmetric bidirectional coupling between q ˙ ' and p ' is observed to exert a stronger influence on p ' than vice versa, and the directional property of the network measure, namely, cross transitivity is used to analyze the type of coupling existing between the acoustic field and the heat release rate fluctuations.
Abstract
Thermoacoustic instability is a result of the positive feedback between the acoustic pressure and the unsteady heat release rate fluctuations in a combustor. We apply the framework of the synchronization theory to study the coupled behavior of these oscillations during the transition to thermoacoustic instability in a turbulent bluff-body stabilized gas-fired combustor. Furthermore, we characterize this complex behavior using recurrence plots and recurrence networks. We mainly found that the correlation of probability of recurrence ( C P R), the joint probability of recurrence ( J P R), the determinism ( D E T), and the recurrence rate ( R R) of the joint recurrence matrix aid in detecting the synchronization transitions in this thermoacoustic system. We noticed that C P R and D E T can uncover the occurrence of phase synchronization state, whereas J P R and R R can be used as indices to identify the occurrence of generalized synchronization (GS) state in the system. We applied measures derived from joint and cross recurrence networks and observed that the joint recurrence network measures, transitivity ratio, and joint transitivity are useful to detect GS. Furthermore, we use the directional property of the network measure, namely, cross transitivity to analyze the type of coupling existing between the acoustic field ( p ′) and the heat release rate ( q ˙ ′) fluctuations. We discover a possible asymmetric bidirectional coupling between q ˙ ′ and p ′, wherein q ˙ ′ is observed to exert a stronger influence on p ′ than vice versa.Thermoacoustic instability is a result of the positive feedback between the acoustic pressure and the unsteady heat release rate fluctuations in a combustor. We apply the framework of the synchronization theory to study the coupled behavior of these oscillations during the transition to thermoacoustic instability in a turbulent bluff-body stabilized gas-fired combustor. Furthermore, we characterize this complex behavior using recurrence plots and recurrence networks. We mainly found that the correlation of probability of recurrence ( C P R), the joint probability of recurrence ( J P R), the determinism ( D E T), and the recurrence rate ( R R) of the joint recurrence matrix aid in detecting the synchronization transitions in this thermoacoustic system. We noticed that C P R and D E T can uncover the occurrence of phase synchronization state, whereas J P R and R R can be used as indices to identify the occurrence of generalized synchronization (GS) state in the system. We applied measures derive...

read more

Citations
More filters
Journal ArticleDOI

Coupled interaction between acoustics and unsteady flame dynamics during the transition to thermoacoustic instability in a multi-element rocket combustor

TL;DR: In this paper , the authors study the coupled interaction between the acoustic pressure and the CH* intensity oscillations in a 2D multi-element self-excited model rocket combustor during the transition from a stable state to thermoacoustic instability through intermittency.
Journal ArticleDOI

Synchronization and chimeras in a network of four ring-coupled thermoacoustic oscillators

TL;DR: In this article , the collective dynamics of a ring of self-excited thermoacoustic oscillators coupled in a ring were investigated experimentally using synchronization metrics, and the authors found a wide variety of emergent multi-scale behaviour, such as a transition from intermittent frequency locking on a quasiperiodic attractor to a breathing chimera, and a two-cluster state of anti-phase synchronization on a periodic limit cycle.
Journal ArticleDOI

Optimal state space reconstruction via Monte Carlo decision tree search

TL;DR: In this paper , an optimal time delay state space reconstruction from uni-and multivariate time series is presented, in which each move corresponds to an embedding cycle and is subject to an evaluation through an objective function.
Journal ArticleDOI

Prediction of Acoustic Pressure of the Annular Combustor Using Stacked Long Short-Term Memory Network

TL;DR: In this article , a data-driven method named stacked long short-term memory (S-LSTM) was proposed for predicting the future growth of acoustic pressure signals to detect precursors of combustion instability.
Journal ArticleDOI

Recurrence-Based Synchronization Analysis of Weakly Coupled Bursting Neurons under External ELF Fields

TL;DR: In this article , the response characteristics of a two-dimensional neuron model exposed to an externally applied extremely low frequency (ELF) sinusoidal electric field and the synchronization of neurons weakly coupled with gap junction were investigated.
References
More filters
Journal ArticleDOI

The Structure and Function of Complex Networks

Mark Newman
- 01 Jan 2003 - 
TL;DR: Developments in this field are reviewed, including such concepts as the small-world effect, degree distributions, clustering, network correlations, random graph models, models of network growth and preferential attachment, and dynamical processes taking place on networks.
Journal ArticleDOI

Recurrence Plots of Dynamical Systems

TL;DR: In this article, a graphical tool for measuring the time constancy of dynamical systems is presented and illustrated with typical examples, and the tool can be used to measure the time complexity of a dynamical system.
Journal ArticleDOI

Practical method for determining the minimum embedding dimension of a scalar time series

TL;DR: A practical method to determine the minimum embedding dimension from a scalar time series that has the following advantages: does not contain any subjective parameters except for the time-delay for the embedding.
Journal ArticleDOI

Dynamical assessment of physiological systems and states using recurrence plot strategies

TL;DR: This paper illustrates how recurrence plots can take single physiological measurements, project them into multidimensional space by embedding procedures, and identify time correlations (recurrences) that are not apparent in the one-dimensional time series.
Journal ArticleDOI

Recurrence-plot-based measures of complexity and their application to heart-rate-variability data.

TL;DR: Applying measures of complexity based on vertical structures in recurrence plots and applying them to the logistic map as well as to heart-rate-variability data is able to detect and quantify the laminar phases before a life-threatening cardiac arrhythmia occurs thereby facilitating a prediction of such an event.
Related Papers (5)