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Automatisierte Modelloptimierung für Fahrzeuge mit Anhänger
Ein Validierungsansatz auf Basis der Partikelschwarmoptimierung
Brief Description
Automatisierte Modelloptimierung für Fahrzeuge mit Anhänger by Sebastian Thomas Maier delves into the automated optimisation and validation of physics-based vehicle dynamics models for vehicles with trailers. The focus is on developing a reproducible and efficient method for parameterising complex simulation models, which present unique challenges due...
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Automatisierte Modelloptimierung für Fahrzeuge mit Anhänger
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See moreDer Fokus liegt auf der Entwicklung eines reproduzierbaren und effizienten Verfahrens zur Parametrierung komplexer Simulationsmodelle, die aufgrund nichtlinearer Dynamik, innerer Kopplungen und einer hohen Anzahl von Modellparametern besondere Herausforderungen darstellen.
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Description
Automatisierte Modelloptimierung für Fahrzeuge mit Anhänger by Sebastian Thomas Maier delves into the automated optimisation and validation of physics-based vehicle dynamics models for vehicles with trailers. The focus is on developing a reproducible and efficient method for parameterising complex simulation models, which present unique challenges due to nonlinear dynamics, internal couplings, and a high number of model parameters.
An optimisation framework based on real measurement data is developed, which combines evolutionary search methods with an objective evaluation of time series. This allows for systematic adjustment of model parameters and a comprehensible assessment of model quality across various driving manoeuvres.
The presented approach significantly reduces manual calibration efforts while providing reliable statements regarding model validity and applicability. It is particularly suitable for simulation-supported development and validation of vehicle-trailer systems in both research and industrial practice.
Series: Wissenschaftliche Reihe Fahrzeugtechnik Universität Stuttgart
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Automatisierte Modelloptimierung für Fahrzeuge mit Anhänger
Automatisierte Modelloptimierung für Fahrzeuge mit Anhänger by Sebastian Thomas Maier delves into the automated optimisation and validation of physics-based vehicle dynamics models for vehicles with trailers. The focus is on developing a reproducible and efficient method for parameterising complex simulation models, which present unique challenges due to nonlinear dynamics, internal couplings, and a high number of model parameters. An optimisation...Paperback$23300Unit price /UnavailableAvailableShips in 2-3 weeks
Book Details
INFORMATION
ISBN: 9783658516215
Publisher: Springer Fachmedien Wiesbaden
Format: Paperback / softback
Date Published: 21 April 2026
Country: Germany
Imprint: Springer Vieweg
Illustration: XXX, 132 S.
Audience: Professional and scholarly
DIMENSIONS
Width: 148.0mm
Height: 210.0mm
Weight: 0g
Pages: 132
About the Author
Sebastian Thomas Maier promovierte am Institut für Fahrzeugtechnik Stuttgart (IFS) der Universität Stuttgart im Bereich der Kraftfahrzeugmechatronik. Seine Arbeit konzentriert sich auf Fahrsimulation, Fahrsicherheit und Prototypenfahrzeuge.
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