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Journal Articles

A Deep Learning Approach to Predict In-Cylinder Pressure of a Compression Ignition Engine

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Accepted Manuscript
Rodrigo Ristow Hadlich, Jason Loprete, Dimitris Assanis
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power.
Paper No: GTP-23-1668
https://doi.org/10.1115/1.4064480
Published Online: January 13, 2024
View Articletitled, A Deep Learning Approach to Predict In-Cylinder Pressure of a Compression Ignition Engine
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Topics: Cylinders, Diesel engines, Pressure, Engines, Optimization, Air pollution control, Computational fluid dynamics, Design, Emissions, Errors
Journal Articles

Spatially Resolved Modeling of the Nonlinear Dynamics of a Laminar Premixed Flame With a Multilayer Perceptron—Convolution Autoencoder Network

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Marcin Rywik, Axel Zimmermann, Alexander J. Eder, Edoardo Scoletta, Wolfgang Polifke
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. June 2024, 146(6): 061009.
Paper No: GTP-23-1427
https://doi.org/10.1115/1.4063788
Published Online: January 4, 2024
View Articletitled, Spatially Resolved Modeling of the Nonlinear Dynamics of a Laminar Premixed Flame With a Multilayer Perceptron—Convolution Autoencoder Network
Open the PDF for Spatially Resolved Modeling of the Nonlinear Dynamics of a Laminar Premixed Flame With a Multilayer Perceptron—Convolution Autoencoder Network in another window
Topics: Computer-aided engineering, Flames, Modeling, Multilayer perceptron, Signals, Heat, Shapes, Artificial neural networks, Dynamics (Mechanics)
Journal Articles

Real-Time Angular Velocity-Based Misfire Detection Using Artificial Neural Networks

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Pan Zhang, Wenzhi Gao, Qixin Song, Yong Li, Lifeng Wei, Ziqing Wei
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. June 2019, 141(6): 061008.
Paper No: GTP-18-1242
https://doi.org/10.1115/1.4041962
Published Online: January 10, 2019
View Articletitled, Real-Time Angular Velocity-Based Misfire Detection Using Artificial Neural Networks
Open the PDF for Real-Time Angular Velocity-Based Misfire Detection Using Artificial Neural Networks in another window
Topics: Artificial neural networks, Cylinders, Engines, Feature extraction, Pattern recognition, Stress, Internal combustion engines, Multilayer perceptron