Optimal drive cycle current supply of a wound field automotive electrical machine using surrogate models

Optimal drive cycle current supply of a wound field automotive electrical machine using surrogate models

Surrogate models have become a widely used solution for reducing computation times along design processes. In this work, a Gaussian Process surrogate model is built and used to predict the performance and losses of a wound field electrical machine in a fast manner. This approach is relevant, especia...

Full description

Bibliographic Details
Main Authors: Mazloum Rebecca, Hlioui Sami, Laurent Luc, Belhadi M’Hamed, Mermaz-Rollet Guillaume, Gabsi Mohamed
Format: Article
Language:English
Published: EDP Sciences 2024-01-01
Series:Science and Technology for Energy Transition
Subjects:
drive cycle
electrical machine
excitation current
gaussian process
metamodeling
Online Access:https://www.stet-review.org/articles/stet/full_html/2024/01/stet20230174/stet20230174.html

Similar Items

Similar Items