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Redesign and evaluation of an equation-based model reduction method in OpenModelica

Davoudi, Fatemeh and Lenord, Oliver and Worschech, Niklas and Durak, Umut and Hartmann, Sven (2019) Redesign and evaluation of an equation-based model reduction method in OpenModelica. International Journal of Engineering Systems Modelling and Simulation, 11 (3). Inderscience Publishers. DOI: 10.1504/IJESMS.2019.103769 ISSN 1755-9758

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Official URL: https://www.inderscience.com/offer.php?id=103769

Abstract

Even in times of a continuously growing computational power and miniaturisation of computers and control devices, the demand for model reduction techniques persists. Detailed models of physical systems typically result in rather complex dynamic models. In the design process, when the design space has been narrowed down to a concrete design, it is often desirable to replace these detailed models by simpler ones. The reduced models are expected to run multitudes faster while preserving important properties of the original model required for control design and validation purposes. For evaluation purposes, the reduction method is applied to a simple sample model (two mass spring damper). The reduced model generated by the reduction algorithm is compared with the results of a theoretically derived reduced model. In the conclusions, deficits of the current implementation are discussed. Proposals for further improvements of the methodology for extended control design use cases are given in the outlook.

Item URL in elib:https://elib.dlr.de/132088/
Document Type:Article
Title:Redesign and evaluation of an equation-based model reduction method in OpenModelica
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Davoudi, FatemehTU ClausthalUNSPECIFIED
Lenord, OliverRobert Bosch GmbHUNSPECIFIED
Worschech, NiklasBosch RexrothUNSPECIFIED
Durak, UmutUmut.Durak (at) dlr.dehttps://orcid.org/0000-0002-2928-1710
Hartmann, SvenTU ClausthalUNSPECIFIED
Date:2019
Journal or Publication Title:International Journal of Engineering Systems Modelling and Simulation
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:11
DOI :10.1504/IJESMS.2019.103769
Publisher:Inderscience Publishers
ISSN:1755-9758
Status:Published
Keywords:model reduction; parametric model reduction; nonlinear model reduction; proper model generation; Modelica; OpenModelica; residual ranking.
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:fixed-wing aircraft
DLR - Research area:Aeronautics
DLR - Program:L AR - Aircraft Research
DLR - Research theme (Project):L - Simulation and Validation
Location: Braunschweig
Institutes and Institutions:Institute of Flight Systems > Flight Dynamics and Simulation
Deposited By: Durak, Umut
Deposited On:14 Jan 2020 18:46
Last Modified:14 Jan 2020 18:46

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