Supervised learning-based multi-site lean blowout prediction for dry low emission gas turbine

AA Bahashwan, R Ibrahim, M Omar… - Expert Systems with …, 2024 - Elsevier
Current dry low emission (DLE) gas turbines have extremely low nitrogen oxides (NOx)
emissions, allowing them to comply with stringent environmental regulations. The ultra-low …

Prediction of dry-low emission gas turbine operating range from emission concentration using semi-supervised learning

M Faqih, MB Omar, R Ibrahim - Sensors, 2023 - mdpi.com
Dry-Low Emission (DLE) technology significantly reduces the emissions from the gas turbine
process by implementing the principle of lean pre-mixed combustion. The pre-mix ensures …

Experimental and numerical simulation study of the effect of mixing on the characteristics of swirl/non-swirl micromix flames

M Chen, L Zhang, C Xing, Y Bao, P Qiu, W Zhang… - Energy, 2024 - Elsevier
Micromix combustion technology is anticipated to address challenges related to the
instability and high emissions associated with hydrogen-containing fuel combustion. The …

Image-based flashback detection in a hydrogen-fired gas turbine using a convolutional autoencoder

P Porath, V Yadav, L Panek… - … Expo: Power for …, 2024 - asmedigitalcollection.asme.org
Flame flashback is a major concern in hydrogen-fired gas turbines. In order to determine the
flashback propensity of a hydrogen burner, several burner design tests at different operating …

Convective Cloud Classification System using Convolution Neural Network

MB Omar, RB Ibrahim, K Bingi… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Cloud seeding is a technique of weather modification which is used to improve the ability of
rainwater production in clouds. This is most commonly done on a specific type of clouds with …

Effect of Mixing on Combustion Characteristics of Swirl/Non-Swirl Micromix Flames

M Chen, L Zhang, C Xing, Y Bao, P Qiu… - Non-Swirl Micromix … - papers.ssrn.com
In this paper, the effect of mixing characteristics on the stability and emissions of swirl/non-
swirl micromix combustors is investigated for syngas combustion in an IGCC gas turbine …

Gas turbine combustion profile modelling for predictive maintenance using am artificial neural network

RB d Ibrahim - Sustainable Processes and Clean Energy …, 2023 - books.google.com
Dry Low Emission (DLE) gas turbine has been developed as a solution to encounter the
harmful high NOx emission from conventional gas turbine. However, it is prone to create a …

Development of web-based interface for dry-low emission gas turbine using raspberry Pi

F Mochammad, PJ Jeremy, BO Madiah… - Materials Research …, 2023 - mrforum.com
In recent years, Dry-Low Emission (DLE) mode has been popular in gas turbine applications
which can reduce emission production while maintaining high performance by operating the …

Gas turbine combustion profile modelling for predictive maintenance using an artificial neural network

BO MADIAH, F MOCHAMMAD, AMJ FARAH… - Materials Research … - mrforum.com
Dry Low Emission (DLE) gas turbine has been developed as a solution to encounter the
harmful high NOx emission from conventional gas turbine. However, it is prone to create a …