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Robust Design - Vehicle Development under Uncertainty


The seminar addresses the current state of the art complemented by recent achievements in research and development to quantify and control uncertainties (lack-of-knowledge and variations) in vehicular development. Aspects of sensitivity and robustness analysis are discussed as well as topics in reliability, resilience, redundancy and model uncertainty. In addition, numerical methods for optimization with consideration of uncertainties and methods for Model Order Reduction (MOR) to reduce computational effort are discussed. Applications (e.g. NVH, crash) illustrate the usage of the methods and the fact that methods should be adapted to the degree of maturity of the design in the development process.

Who should attend?

The seminar is proposed for engineers with first experiences in numerical concept and series development of vehicles, who are interested in including robustness, reliability and other aspects of uncertainty management in their industrial designs.

Course Objectives

The seminar is focused on methods and their theoretical background to enable the participants to realize applications directly in the industrial context. Hence, uncertainties can be characterized, quantified, and ? together with sensitivity analysis ? concept and structural evaluations are made possible, which consider robustness, reliability, resilience, and redundancy. Corresponding optimizations can then be realized in an efficient manner.

Course Contents

  • Mathematical methods for uncertainty quantification
  • Linear and non-linear sensitivity analysis (global / local)
  • Design of Experiments (DoE), Response Surface Methods (RSM)
  • Methods for Model Order Reduction (MOR)
  • Robustness versus reliability
  • Robustness in early design stages (Set-based Design und Solution Space Approach)
  • Methods for resilience, redundancy, model uncertainty
  • Optimization under uncertainties
  • Applications taken from acoustics and crashworthiness

Prof. Dr.-Ing. habil. Fabian Duddeck
Technical University of Munich

Duddeck Since 2010, Prof. Dr.-Ing. habil. Fabian Duddeck is the head of the research group on optimization and robustness at the Technical University of Munich (TUM, Chair of Computational Mechanics, His research is focusing on numerical methods for optimization of structures with respect of crashworthiness, NVH (noise, vibration, and harshness), durability, and other disciplines. In this framework, new methods for stochastic modeling and robustness assessments for different types of uncertainties (aleatoric and epistemic) are included. Besides standard approaches using probabilistic theory, possibilistic and special methods for early phase design are developed and applied for problems in automotive, aerospace, and civil engineering.

Date Language Price Code
07 May - 08 May 2024 Deutsch 1390 EUR  (1690 EUR from 10 Apr 2024 ) 4253
Alzenau ( gmbh, Siemensstraße 12, 63755 Alzenau) » Register
Prof. Dr.-Ing. habil. Fabian Duddeck (Technical University of Munich)
Seminar hours  
Tuesday 09:00 - 17:00
Wednesday 09:00 - 17:00
Date Language Price Code
10 Jun - 11 Jun 2024 English 1340 EUR  (1650 EUR from 14 May 2024 ) 4370
Online (Online-Seminar) » Register
Prof. Dr.-Ing. habil. Fabian Duddeck (Technical University of Munich)
Seminar hours  
Monday 08:30 - 12:30
Tuesday 08:30 - 12:30

This course is available as an in-house seminar. The trainer comes to your site - you save travel expenses and travel time. Get an offer.

Your contact person

Dr. Dirk Ulrich
Phone.: 06023 - 96 40 - 66

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All prices are exclusive of VAT.