Modeling radial turbine performance under pulsating flow by machine learning method

This work presents the development and application of a machine learning model to predict the unsteady performance of a turbocharger radial turbine subject to on-engine pulsating flow conditions. The model proposed, based on a fully connected neural network, predicts the instantaneous turbine torque...

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Bibliographic Details
Main Authors: Roberto Mosca, Marco Laudato, Mihai Mihaescu
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Energy Conversion and Management: X
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590174522001234