Cultural coyote optimization algorithm applied to a heavy duty gas turbine operation
In the past decades, the quantity of researches regarding industrial gas turbines (GT) has
increased exponentially in terms of number of publications and diversity of applications. The …
increased exponentially in terms of number of publications and diversity of applications. The …
CO and NOx emissions prediction in gas turbine using a novel modeling pipeline based on the combination of deep forest regressor and feature engineering
The main objective of this study is to estimate carbon oxides (CO) and nitrogen oxides (NO
x) emissions from a gas turbine using the predictive emission monitoring systems dataset …
x) emissions from a gas turbine using the predictive emission monitoring systems dataset …
Laminar flame speed modeling for low carbon fuels using methods of machine learning
S Shahpouri, A Norouzi, C Hayduk, A Fandakov… - Fuel, 2023 - Elsevier
Abstract Artificial Neural Network (ANN) and Support Vector Machine (SVM) methods are
designed to accurately predict Laminar Flame Speed (LFS) over the entire engine operating …
designed to accurately predict Laminar Flame Speed (LFS) over the entire engine operating …
Numerical study of a swirl gas turbine combustor for turbulent air and oxy-combustion of ammonia/kerosene fuels
M Ilbas, O Kumuk, S Karyeyen - Fuel, 2021 - Elsevier
Since ammonia has a carbon-free substance and involves hydrogen atoms per volume unit,
many scientists think it could be used as an alternative fuel instead of natural gas or …
many scientists think it could be used as an alternative fuel instead of natural gas or …
Hybrid emission and combustion modeling of hydrogen fueled engines
Zero carbon fuels can be used to reduce CO 2 emissions from internal combustion engines.
Hydrogen is an important zero-carbon fuel that can be used as the primary fuel for spark …
Hydrogen is an important zero-carbon fuel that can be used as the primary fuel for spark …
Numerical and chemical kinetic analysis to evaluate the effect of steam dilution and pressure on combustion of n-dodecane in a swirling flow environment
In the present study, numerical analysis on the effect of steam dilution and high pressure on
liquid fuel swirl combustion is carried out using a turbulent non-premixed combustion model …
liquid fuel swirl combustion is carried out using a turbulent non-premixed combustion model …
Hybrid machine learning approaches and a systematic model selection process for predicting soot emissions in compression ignition engines
The standards for emissions from diesel engines are becoming more stringent and accurate
emission modeling is crucial in order to control the engine to meet these standards. Soot …
emission modeling is crucial in order to control the engine to meet these standards. Soot …
Investigation of swirl premixed dimethyl ether/methane flame stability and combustion characteristics in an industrial gas turbine combustor
In this paper, a new scheme for DME/methane (CH 4) blended fuel combustion in an
industrial gas turbine is proposed and numerical calculations are conducted to reveal the …
industrial gas turbine is proposed and numerical calculations are conducted to reveal the …
Comparative Analysis of Numerical Methods for Simulating N-Heptane Combustion with Steam Additive
AV Minakov, VA Kuznetsov, AA Dekterev, IS Anufriev… - Energies, 2022 - mdpi.com
Currently, thermal power plants operating on hydrocarbon fuels (gas, fuel oil, peat, shale,
etc.) are one of the main sources of electricity. An effective and promising method for …
etc.) are one of the main sources of electricity. An effective and promising method for …
Numerical investigations on combustion and emission characteristics of a novel elliptical jet-stabilized model combustor
In this study, a novel elliptical jet-stabilized combustor is developed; the combustion and
emission characteristics are numerically investigated and compared with those of a circular …
emission characteristics are numerically investigated and compared with those of a circular …