Output details
12 - Aeronautical, Mechanical, Chemical and Manufacturing Engineering
University of Bath
Article title
An empirical model for the carbon dioxide emissions of a diesel engine
Type
D - Journal article
Title of journal
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
Article number
-
Volume number
226
Issue number
11
First page of article
1507
ISSN of journal
0954-4070
Year of publication
2012
Number of additional authors
4
Additional information
This paper details a novel approach to engine model generation, by using dynamic design of experiments in order to train a neural network model of engine CO2 emissions. This technique significantly reduces experimental procedures while producing much more robust time domain responses with higher model accuracy. Uniquely, this technique allows the capturing of the effects of engine thermal transient responses during engine warm-up, as experienced in real-world driving situations. The work was supported by IAV (Germany) and Akehurst's EPSRC Advanced Research Fellowship (EP/C540883/1 and EP/C540891/1).
Interdisciplinary
-
Cross-referral requested
-
Research group
A - Machine Systems
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
