Data-driven Detection and Early Prediction of Thermoacoustic Instability in a Multi-nozzle Combustor-Reference-Cited by-同舟云学术

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Data-driven Detection and Early Prediction of Thermoacoustic Instability in a Multi-nozzle Combustor

Published:2020-09-15 Issue: Volume: Page:1-32
ISSN:0010-2202
Container-title:Combustion Science and Technology
language:en
Short-container-title:Combustion Science and Technology

Author:

Bhattacharya Chandrachur¹²,O’Connor Jacqueline¹,Ray Asok¹³

Affiliation:

1. Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA, USA

2. Department of Electrical Engineering, The Pennsylvania State University, University Park, PA, USA

3. Department of Mathematics, The Pennsylvania State University, University Park, PA, USA

Funder

Air Force Office of Scientific Research

Indo-US Science and Technology Forum

U.S. Department of Energy

Publisher

Informa UK Limited

Subject

General Physics and Astronomy,Energy Engineering and Power Technology,Fuel Technology,General Chemical Engineering,General Chemistry

Link

https://www.tandfonline.com/doi/pdf/10.1080/00102202.2020.1820495

Reference49 articles.

1. Handwritten Digit Recognition Using DCT and HMMs

2. Detection and classification of lean blow-out and thermoacoustic instability in turbulent combustors

3. Reduced-order modelling of thermoacoustic instabilities in a two-heater Rijke tube

4. Online Discovery and Classification of Operational Regimes From an Ensemble of Time Series Data

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1. Early detection of thermoacoustic instability in a solid rocket motor: A generative adversarial network approach with limited data;Applied Energy;2024-11

2. Detection of Precursors of Thermoacoustic Instability in a Swirled Combustor Using Chaotic Analysis and Deep Learning Models;Aerospace;2024-06-05

3. State Identification Via Symbolic Time Series Analysis for Reinforcement Learning Control;Journal of Dynamic Systems, Measurement, and Control;2024-05-24

4. Large eddy simulation of combustion characteristics during dual fuel switching process in gas turbine combustor;International Journal of Heat and Fluid Flow;2024-04

5. Early detection of thermoacoustic instability in an O2/CH4 single-injector rocket combustor using analysis of chaos and deep learning models;Physics of Fluids;2024-03-01

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