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The Investigation of the Structure Borne Road Noise in the Car using the Principal Component Analysis
CONAT10/CONAT20104014-Paper

Authors

Cristi Irimia - LMS ROMANIA
Mircea Niculescu* - LMS ROMANIA
Mihail Grovu - LMS ROMANIA
Andi Percescu - LMS ROMANIA
Cristina Danasel - LMS ROMANIA
Herman Van der Auweraer - LMS International

Abstract

The powertrain inputs and road inputs are the major contributors to the structure borne sound problem. This paper is focused to find out the principal components (virtual references) that contribute to the complex noise and vibration problems in order to reduce them. In the first step it defines the road noise frequency response functions set, that is coming from a test database. These FRFs are later used for calculating the response of the car body, subjected to the measured road loads. It follows the creation of the crosspower set. Crosspowers describe the spectral contents of the part of a response signal that is correlated to a reference signal. In the next step the road noise principal components is calculated. The PCA breaks down the non-coherent vibrations into coherent sets of vibrations and assigns the latter to so-called virtual sources that can be treated in a similar way to coherent sources. The referenced virtual spectra will be applied to the model and the response is calculated. Two applications are described to demonstrate the usefulness of this concept.

Keywords: Principal Component Analysis (PCA), Noise Vibration and Harshness (NVH)

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