Artificial intelligence for control and optimization of boilers' performance and emissions: A review

MA Nemitallah, MA Nabhan, M Alowaifeer… - Journal of Cleaner …, 2023 - Elsevier
Burning fossil fuels is a major concern for global warming control. In Saudi Arabia, steam
power plants that relay on boilers to produce the steam accounted for around 50% of the …

Experimental investigations of equivalence ratio effect on nonlinear dynamics features in premixed swirl-stabilized combustor

Z Rao, R Li, B Zhang, B Wang, D Zhao… - Aerospace Science and …, 2021 - Elsevier
In this work, the dynamics of the pressure oscillations and flame behaviors in a premixed
swirl-stabilized combustor were experimentally investigated. As equivalence ratio Φ varied …

Experimental investigation of combustion dynamics and NOx/CO emissions from densely distributed lean-premixed multinozzle CH4/C3H8/H2/air flames

U Jin, KT Kim - Combustion and Flame, 2021 - Elsevier
Lean-premixed fuel-flexible combustion technology capable of operating on a wide range of
fuels, including high or pure hydrogen, is expected to play a crucial role in reducing nitrogen …

Effects of fuel variation and inlet air temperature on combustion stability in a gas turbine model combustor

F Chen, C Ruan, T Yu, W Cai, Y Mao, X Lu - Aerospace Science and …, 2019 - Elsevier
In this study, influences of fuel variation and inlet air temperature on the combustion stability
characteristics in a gas turbine model combustor were experimentally investigated. Test …

A comprehensive investigation of LSTM-CNN deep learning model for fast detection of combustion instability

Z Lyu, X Jia, Y Yang, K Hu, F Zhang, G Wang - Fuel, 2021 - Elsevier
In this paper, we propose a deep learning model to detect combustion instability using high-
speed flame image sequences. The detection model combines Convolutional Neural …

Influence of radial fuel staging on combustion instabilities and exhaust emissions from lean-premixed multi-element hydrogen/methane/air flames

U Jin, KT Kim - Combustion and Flame, 2022 - Elsevier
The utilization of hydrogen-blended hydrocarbon fuels, or even completely carbon-free fuels
like pure hydrogen and ammonia, will be indispensable in the effort to reduce anthropogenic …

Mutual synchronization of two lean-premixed gas turbine combustors: Phase locking and amplitude death

H Jegal, K Moon, J Gu, LKB Li, KT Kim - Combustion and Flame, 2019 - Elsevier
In a can-annular gas turbine combustion system, low-frequency self-excited combustion
instabilities can arise from coupled interactions between adjacent can combustors, rather …

Swirler effects on combustion instabilities analyzed with measured FDFs, injector impedances and damping rates

PR Soundararajan, D Durox, A Renaud, G Vignat… - Combustion and …, 2022 - Elsevier
The influence of the injection system on combustion instabilities is investigated on a
laboratory-scale combustor equipped with a single injector that is weakly-transparent to …

Cross-talk-interaction-induced combustion instabilities in a can-annular lean-premixed combustor configuration

K Moon, H Jegal, C Yoon, KT Kim - Combustion and Flame, 2020 - Elsevier
The prediction of self-excited combustion instabilities in a can-annular gas turbine
combustion system is a significant challenge, mainly because the instabilities originate from …

Combustion-acoustic interactions through cross-talk area between adjacent model gas turbine combustors

K Moon, H Jegal, J Gu, KT Kim - Combustion and Flame, 2019 - Elsevier
Longitudinal-mode combustion instabilities in can-annular gas turbine combustion systems
are influenced by acoustic interactions between adjacent combustors; these interactions …