Predicting instability frequency and amplitude using artificial neural network in a partially premixed combustor-Reference-Cited by-同舟云学术

Predicting instability frequency and amplitude using artificial neural network in a partially premixed combustor

Published:2021-09 Issue: Volume:230 Page:120854
ISSN:0360-5442
Container-title:Energy
language:en
Short-container-title:Energy

Author:

Kwak Sanghyeok,Choi Jaehong,Lee Min Chul,Yoon Youngbin

Funder

National Research Foundation of Korea

Publisher

Elsevier BV

Subject

General Energy,Pollution,Mechanical Engineering,Building and Construction,Electrical and Electronic Engineering,Industrial and Manufacturing Engineering,Civil and Structural Engineering

Reference35 articles.

1. Combustion instabilities in gas turbine engines: operational experience, fudamental mechanisms, and modeling;Lieuwen,2006

2. Tuning approaches for DLN combustor performance and reliability;Angello;Tech Updat Electr Power Res Inst,2005

3. Numerical prediction of combustion instability limit cycle oscillations for a combustor with a long flame;Li;Combust Flame,2017

4. Predicting thermoacoustic instability in an industrial gas turbine combustor: combining a low order network model with flame LES;Xia,2017

5. Prediction and measurement of thermoacoustic improvements in gas turbines with annular combustion systems;Krüger,2000

Cited by 9 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Validation of Ecology and Energy Parameters of Diesel Exhausts Using Different Fuel Mixtures, Consisting of Hydrogenated Vegetable Oil and Diesel Fuels, Presented at Real Market: Approaches Using Artificial Neural Network for Large-Scale Predictions;Machines;2024-05-21

2. Control of Cement Pre-Decomposition System: A Parallel Cascade Neural Network Model Predictive Control Method;2023

3. Machine learning techniques to predict the flame state, temperature and species concentrations in counter-flow diffusion flames operated with CH4/CO/H2-air mixtures;Fuel;2022-10

4. Effects of hydrogen addition on the forced response of H2/CH4 flames in a dual-nozzle swirl-stabilized combustor;International Journal of Hydrogen Energy;2022-07

5. Fault detection of industrial large-scale gas turbine for fuel distribution characteristics in start-up procedure using artificial neural network method;Energy;2022-07