Augmented flame image soft sensor for combustion oxygen content prediction
S Gao, Y Dai, Y Li, Y Jiang, Y Liu - Measurement Science and …, 2022 - iopscience.iop.org
Oxygen content is one of the most critical factors for high-efficiency combustion. Online
measurement of oxygen content from flame images is important but still challenging. For …
measurement of oxygen content from flame images is important but still challenging. For …
[HTML][HTML] Machine learning techniques to predict the flame state, temperature and species concentrations in counter-flow diffusion flames operated with CH4/CO/H2-air …
The usage of artificial intelligence (AI) is increasing in many fields of research, since
complex physical problems can be 'learned'and reproduced by AI methods. Thus, instead of …
complex physical problems can be 'learned'and reproduced by AI methods. Thus, instead of …
Online Estimation of Combustion Oxygen Content with an Image-Augmented Soft Sensor Using Imbalanced Flame Images
S Gao, A Liu, Y Jiang, Y Liu - ACS omega, 2023 - ACS Publications
High-accuracy oxygen content measurement and control is one key to improving
combustion efficiency and economic efficiency. The soft measurement technique of the …
combustion efficiency and economic efficiency. The soft measurement technique of the …
Rapid characterization of cell and bacteria counts using computer vision
The cell counting process is an important procedure for various cell and cell-related
research applications. Many life science-related studies examine the cells to compare …
research applications. Many life science-related studies examine the cells to compare …
An artificial intelligence regression model for prediction of nox emission from flame image
In this study, NOx emission has been estimated by processing the flame image of visible
wavelength and its experimental verification has been presented. The experimental study …
wavelength and its experimental verification has been presented. The experimental study …
Flame stability measurement through image moments and texture analysis
In this article, the first two moments of the image, mean and standard deviation, uniform local
binary pattern (LBP) texture analysis methods were experimentally investigated in coal-fired …
binary pattern (LBP) texture analysis methods were experimentally investigated in coal-fired …
Unburnt carbon estimation through flame image and gauss process regression
The presence of unburned carbon in coal-burning systems undoubtedly causes a loss in the
amount of energy that can be obtained from the system, and also reveals an inadequacy in …
amount of energy that can be obtained from the system, and also reveals an inadequacy in …