Performance diagnostics of gas turbines operating under transient conditions based on dynamic engine model and artificial neural networks
E Tsoutsanis, I Qureshi, M Hesham - Engineering Applications of Artificial …, 2023 - Elsevier
Gas turbine engines are machines of high complexity and non-linearity. Interpreting the vast
amount of data from a gas turbine and converting them into customer value requires the …
amount of data from a gas turbine and converting them into customer value requires the …
Advanced research on the preparation and application of carbide ceramic fibers
Z Zhao, W Liao, J Chen, J Jiao, C Wu… - Journal of Advanced …, 2024 - sciopen.com
Carbide ceramic fibers are of significant importance for application in the high-tech areas of
advanced aircraft engines, aerospace vehicles, and the nuclear industry due to their …
advanced aircraft engines, aerospace vehicles, and the nuclear industry due to their …
Machine learning based approach for forecasting emission parameters of mixed flow turbofan engine at high power modes
To predict aircraft emissions from their own features has become more important as the
usage field of aviation engines is extended to different sectors for different purposes. In the …
usage field of aviation engines is extended to different sectors for different purposes. In the …
Multiple aspects to flight mission performances improvement of commercial turbofan engine via variable geometry adjustment
C Cai, Y Wang, J Fang, H Chen, Q Zheng, H Zhang - Energy, 2023 - Elsevier
To meet the operational requirements of commercial engines for high economic efficiency
and low pollution emission, the research on the flight mission performance improvement …
and low pollution emission, the research on the flight mission performance improvement …
Application of physical-structure-driven deep learning and compensation methods in aircraft engine health management
D Xiao, H Xiao, R Li, Z Wang - Engineering Applications of Artificial …, 2024 - Elsevier
The operational well-being of aircraft-engine turbine components is paramount for engine
safety. Monitoring exhaust gas temperature (EGT) serves as a key indicator of their …
safety. Monitoring exhaust gas temperature (EGT) serves as a key indicator of their …
Heuristic deepening of aero engine performance analysis model based on thermodynamic principle of variable mass system
B Wang, Y Xuan - Energy, 2024 - Elsevier
The variable mass system (VMS) model for aero engine performance analysis takes into
account the variable mass characteristics attributed to the gas compressibility and mass …
account the variable mass characteristics attributed to the gas compressibility and mass …
Integrated study of prediction and optimization performance of PBI-HTPEM fuel cell using deep learning, machine learning and statistical correlation
This paper uses 3D modeling and artificial intelligence methods to predict, and find optimal
point in high-temperature proton exchange membrane (HTPEM) fuel cells. The main …
point in high-temperature proton exchange membrane (HTPEM) fuel cells. The main …
Numerical simulation on effects of augmentation in temperature of inlet steam on wet steam flow in supersonic nozzle: energy and exergy analysis
X Hui, Y Ma, X Deng - Multiscale and Multidisciplinary Modeling …, 2023 - Springer
Because of limited energy resources, the examination of losses in industrial systems is very
imperative. The energy and exergy analysis is considered one of the methods to evaluate …
imperative. The energy and exergy analysis is considered one of the methods to evaluate …
Novel nuclear power and fossil fuel hybrid propulsion systems for long-endurance unmanned aerial vehicles: Configuration comparison and performance optimization
K Cheng, J Li, F Jiang, Q Xiao, Z Zou, J Qin, W Jing - Energy, 2024 - Elsevier
Aircraft nuclear propulsion system can significantly enhance the endurance, but its large
size and weight become disadvantages against the conventional fossil fuel propulsion …
size and weight become disadvantages against the conventional fossil fuel propulsion …
Prediction of performance characteristics of an experimental micro turbojet engine using machine learning approaches
The continuous growth of the world population leads to an increase in energy demand,
which poses challenges to sustainable energy supply. Predicting aviation engine …
which poses challenges to sustainable energy supply. Predicting aviation engine …