Dry-Low Emission Gas Turbine Technology: Recent Trends and Challenges
Dry-low emission (DLE) is one of the cleanest combustion types used in a gas turbine. DLE
gas turbines have become popular due to their ability to reduce emissions by operating in …
gas turbines have become popular due to their ability to reduce emissions by operating in …
Predicting the NOx emissions of low heat value gas rich-quench-lean combustor via three integrated learning algorithms with Bayesian optimization
With the increased attention to low heat value gas fuels in recent years, research on NOx
emissions from the combustors of low heat value gas fuels is necessary. This study …
emissions from the combustors of low heat value gas fuels is necessary. This study …
Supervised learning-based multi-site lean blowout prediction for dry low emission gas turbine
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 …
emissions, allowing them to comply with stringent environmental regulations. The ultra-low …
[HTML][HTML] Deep Learning-Assisted Smartphone-Based Electrochemiluminescence Visual Monitoring Biosensor: A Fully Integrated Portable Platform
A novel, portable deep learning-assisted smartphone-based electrochemiluminescence
(ECL) cost-effective (~ 10$) sensing platform was developed and used for selective …
(ECL) cost-effective (~ 10$) sensing platform was developed and used for selective …
High-fidelity numerical simulation of longitudinal thermoacoustic instability in a high-pressure subscale rocket combustor
A detailed analysis of thermoacoustic combustion instability in a subscale rocket combustor
at high pressure is reported in this paper using the high-fidelity large-eddy simulation (LES) …
at high pressure is reported in this paper using the high-fidelity large-eddy simulation (LES) …
[HTML][HTML] Denoising and fuel spray droplet detection from light-scattered images using deep learning
A deep learning-based method for denoising and detecting the gas turbine engine spray
droplets in the light-scattered image (Mie scattering) is proposed for the first time. A modified …
droplets in the light-scattered image (Mie scattering) is proposed for the first time. A modified …
Application of data‐driven RANS model in simulating indoor airflow
The indoor environment has a significant impact on our wellbeing. Accurate prediction of the
indoor air distribution can help to create a good indoor environment. Reynolds‐averaged …
indoor air distribution can help to create a good indoor environment. Reynolds‐averaged …
Computation of conventional and alternative jet fuel sensitivity to lean blowout
Abstract Large Eddy Simulations (LES) are performed to compute the sensitivity of a
conventional (A-2) and an alternate bio-jet (C-1) fuel to Lean Blowout (LBO). A realistic …
conventional (A-2) and an alternate bio-jet (C-1) fuel to Lean Blowout (LBO). A realistic …
Numerical simulations and analysis of the turbulent flow field in a practical gas turbine engine combustor
The turbulent flow field in a practical gas turbine combustor is very complex because of the
interactions between various flows resulting from components like multiple types of swirlers …
interactions between various flows resulting from components like multiple types of swirlers …
Prediction of Flame Type and Liftoff Height of Fuel Jets in Turbulent Hot Coflow Using Machine Learning Methods
Precise predictions of flame types and autoignition locations of jet flames in hot turbulent
coflow are crucial for the stable and efficient operations of many advanced combustors. In …
coflow are crucial for the stable and efficient operations of many advanced combustors. In …