A4 Conference proceedings

Automatized Method of Moments to Estimate Process Model of Diesel Engine Dynamics

Publication Details
Authors: Lindh Tuomo, Nevaranta Niko
Publication year: 2020
Language: English
Title of parent publication: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)
ISBN: 978-1-7281-8957-4
eISBN: 978-1-7281-8956-7
ISSN: 1946-0740
eISSN: 1946-0759
JUFO-Level of this publication: 1
Open Access: Not an Open Access publication


Step response-based identification is important topic related to modern
process control and diagnostics. Although there are several adequate
identification methods available, namely graphical and computational
techniques, still there is increasing requirement to develop methods for
the diagnostics of electric drives. Particular importance can be found
in industrial applications where step input might be the only option for
excitation-based identification. In this paper, parameter estimation of
a diesel engine dynamics is carried out by considering automatized time
continuous method of moments approach. The applicability of the
proposed moment-based parameter estimation method is validated with
experimental step response tests obtained from a hybrid bus operated in
diesel engine only mode.

Last updated on 2021-16-03 at 12:47