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Article

Metamodels Resulting from Two Different Geometry Morphing Approaches Are Suitable to Direct the Modification of Structure-Born Noise Transfer in the Digital Design Phase

1
Mercedes-Benz AG, 70372 Stuttgart, Germany
2
Karlsruhe Institute of Technology, Institute of Vehicle System Technology, 76131 Karlsruhe, Germany
*
Author to whom correspondence should be addressed.
Appl. Syst. Innov. 2020, 3(4), 47; https://doi.org/10.3390/asi3040047
Submission received: 13 October 2020 / Revised: 29 October 2020 / Accepted: 31 October 2020 / Published: 6 November 2020
(This article belongs to the Collection Feature Paper Collection in Applied System Innovation)

Abstract

Noise vibration and harshness (NVH) development often takes place in the later development phases. Shifting the optimization to the early digital development phase enables more parameters to participate in the optimization and leads to a more holistic development process. Digital NVH development often modifies system and component frequency response functions (FRFs) using finite element (FE) simulation. Currently, the often manual process of creating new FE models for modified designs makes a systematic evaluation of many designs difficult and time-consuming. In this paper, we take on these difficulties and use both a Direct Morphing approach and a Box Morphing approach to automatically adopt the first existing FE models to modified designs. We use the generated simulation results to fit metamodels describing the correlation between geometrical parameters and characteristic FRF values. These metamodels provide an easy and fast to use tool for designers to consider NVH demands. In a simulation example, we demonstrate the capabilities by modifying the kinematic hard points of a vehicle suspension and using them to modify the noise transfer sensitivity. We show that the metamodels can lead the digital design process to intuitively and specifically reduce characteristic component FRF values by changing the location of the component hard points.
Keywords: morphing; optimization; metamodel; NVH; FEM; interpolation; transfer function; optislang; ANSA; python morphing; optimization; metamodel; NVH; FEM; interpolation; transfer function; optislang; ANSA; python
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MDPI and ACS Style

von Wysocki, T.; Leupolz, M.; Gauterin, F. Metamodels Resulting from Two Different Geometry Morphing Approaches Are Suitable to Direct the Modification of Structure-Born Noise Transfer in the Digital Design Phase. Appl. Syst. Innov. 2020, 3, 47. https://doi.org/10.3390/asi3040047

AMA Style

von Wysocki T, Leupolz M, Gauterin F. Metamodels Resulting from Two Different Geometry Morphing Approaches Are Suitable to Direct the Modification of Structure-Born Noise Transfer in the Digital Design Phase. Applied System Innovation. 2020; 3(4):47. https://doi.org/10.3390/asi3040047

Chicago/Turabian Style

von Wysocki, Timo, Michael Leupolz, and Frank Gauterin. 2020. "Metamodels Resulting from Two Different Geometry Morphing Approaches Are Suitable to Direct the Modification of Structure-Born Noise Transfer in the Digital Design Phase" Applied System Innovation 3, no. 4: 47. https://doi.org/10.3390/asi3040047

APA Style

von Wysocki, T., Leupolz, M., & Gauterin, F. (2020). Metamodels Resulting from Two Different Geometry Morphing Approaches Are Suitable to Direct the Modification of Structure-Born Noise Transfer in the Digital Design Phase. Applied System Innovation, 3(4), 47. https://doi.org/10.3390/asi3040047

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