Early Detection of Thermoacoustic Combustion Instability Using a Methodology Combining Complex Networks and Machine Learning
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Early Detection of Thermoacoustic Combustion Instability Using a Methodology Combining Complex Networks and Machine Learning
Authors
Keywords
-
Journal
Physical Review Applied
Volume 11, Issue 6, Pages -
Publisher
American Physical Society (APS)
Online
2019-06-14
DOI
10.1103/physrevapplied.11.064034
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Sensitivity and Nonlinearity of Thermoacoustic Oscillations
- (2018) Matthew P. Juniper et al. Annual Review of Fluid Mechanics
- Dynamic behavior of combustion instability in a cylindrical combustor with an off-center installed coaxial injector
- (2018) Haruki Kasuya et al. CHAOS
- Pattern formation during transition from combustion noise to thermoacoustic instability via intermittency
- (2018) Nitin B. George et al. JOURNAL OF FLUID MECHANICS
- Nonlinear determinism in degenerated combustion instability in a gas-turbine model combustor
- (2018) Hiroaki Kobayashi et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Strange nonchaotic and chaotic attractors in a self-excited thermoacoustic oscillator subjected to external periodic forcing
- (2018) Yu Guan et al. CHAOS
- Coupled interaction between unsteady flame dynamics and acoustic field in a turbulent combustor
- (2018) Vedasri Godavarthi et al. CHAOS
- Detection of frequency-mode-shift during thermoacoustic combustion oscillations in a staged aircraft engine model combustor
- (2017) Hiroaki Kobayashi et al. JOURNAL OF APPLIED PHYSICS
- Characterization of Combustion Dynamics, Detection, and Prevention of an Unstable Combustion State Based on a Complex-Network Theory
- (2017) Hiroshi Gotoda et al. Physical Review Applied
- Constructing ordinal partition transition networks from multivariate time series
- (2017) Jiayang Zhang et al. Scientific Reports
- Onset of thermoacoustic instability in turbulent combustors: an emergence of synchronized periodicity through formation of chimera-like states
- (2016) Sirshendu Mondal et al. JOURNAL OF FLUID MECHANICS
- Detecting the Onset of an Impending Thermoacoustic Instability Using Complex Networks
- (2016) Meenatchidevi Murugesan et al. JOURNAL OF PROPULSION AND POWER
- Time lagged ordinal partition networks for capturing dynamics of continuous dynamical systems
- (2015) Michael McCullough et al. CHAOS
- Dynamics of self-excited thermoacoustic instability in a combustion system: Pseudo-periodic and high-dimensional nature
- (2015) Yuta Okuno et al. CHAOS
- Combustion noise is scale-free: transition from scale-free to order at the onset of thermoacoustic instability
- (2015) Meenatchidevi Murugesan et al. JOURNAL OF FLUID MECHANICS
- Multifractal characteristics of combustor dynamics close to lean blowout
- (2015) Vishnu R. Unni et al. JOURNAL OF FLUID MECHANICS
- Amplitude Death in Coupled Thermoacoustic Oscillators
- (2015) Tetsushi Biwa et al. Physical Review Applied
- Discriminating chaotic and stochastic dynamics through the permutation spectrum test
- (2014) C. W. Kulp et al. CHAOS
- Multifractality in combustion noise: predicting an impending combustion instability
- (2014) Vineeth Nair et al. JOURNAL OF FLUID MECHANICS
- Intermittency route to thermoacoustic instability in turbulent combustors
- (2014) Vineeth Nair et al. JOURNAL OF FLUID MECHANICS
- Low temperature differential thermoacoustic Stirling engine
- (2010) Tetsushi Biwa et al. APPLIED PHYSICS LETTERS
- Dynamics and stability of lean-premixed swirl-stabilized combustion
- (2009) Ying Huang et al. PROGRESS IN ENERGY AND COMBUSTION SCIENCE
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now