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Automobile wind vibration noise sound quality objective annoyance degree evaluation index and calculation method thereof

A calculation method and evaluation index technology, applied in the direction of calculation, neural learning method, computer aided design, etc., can solve the problems of unable to eliminate the influence of environmental noise and mechanical noise, unable to evaluate and optimize wind vibration noise, unstable subjective evaluation results, etc. problems, to achieve the effect of guiding design, saving test costs, and enhancing the competitiveness of enterprises

Pending Publication Date: 2020-01-14
HUNAN UNIV OF ARTS & SCI
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AI Technical Summary

Problems solved by technology

However, in the process of automobile design and improvement, a large number of subjective sound quality evaluation tests are required to evaluate the design effect, which is time-consuming, labor-intensive, and costly; Feelings are different, leading to unstable subjective evaluation results
In addition, using the method of real vehicle test to obtain the noise signal inside the vehicle will not be able to eliminate the influence of environmental noise and mechanical noise, which will lead to the inability to evaluate and optimize the wind vibration noise

Method used

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  • Automobile wind vibration noise sound quality objective annoyance degree evaluation index and calculation method thereof
  • Automobile wind vibration noise sound quality objective annoyance degree evaluation index and calculation method thereof
  • Automobile wind vibration noise sound quality objective annoyance degree evaluation index and calculation method thereof

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Embodiment Construction

[0036] The objective annoyance evaluation index and calculation method of the sound quality of automobile wind vibration noise, the flow chart is as follows figure 1 , including the following steps:

[0037] Step 1. Obtain wind vibration and noise data

[0038] Use 3D software to build a 1:1 car 3D model, and then use finite element software to build a CFD model; the computational domain of the CFD model is a cuboid, the car model is located in the computational domain, and the longitudinal, horizontal and vertical directions of the car model are respectively related to the computational domain. The length, width and height directions are parallel, such as figure 2 shown; the working conditions in the example include when the right front window, right rear window and sunroof are opened separately, the speed of the car is 40km / h, 50km / h, 60km / h, 70km / h, 80km / h, 90km / h respectively. , 100km / h, and 110km / h; first, the Realizable k-ε turbulence model is used to calculate the st...

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Abstract

The invention provides an automobile wind vibration noise sound quality objective annoyance degree evaluation index and a calculation method thereof. The objective annoyance degree is equivalent to the subjective annoyance degree and can reflect the subjective feeling of people on the automobile wind vibration noise. The method comprises: firstly, establishing an automobile wind vibration noise model, conducting wind vibration noise simulation on the model, and obtaining wind vibration noise data at key positions under different working conditions; secondly, performing sound quality objectiveanalysis and subjective evaluation on the wind vibration noise data to obtain eight objective acoustic parameters and a subjective annoyance degree; then, using eight objective acoustic parameters asinput, using the subjective annoyance degree as output, and training a BP neural network; and finally, obtaining influence weight coefficients of the eight objective acoustic parameters by using the trained BP neural network so as to establish a wind vibration noise objective annoyance degree calculation model. After the objective annoyance degree calculation model is obtained, only eight objective acoustic parameters need to be used for calculation to obtain the objective annoyance degree, a large number of subjective evaluation tests are avoided, the development period is shortened, and thecost is reduced.

Description

technical field [0001] The invention relates to an objective annoyance evaluation index of the sound quality of automobile wind vibration noise and a calculation method thereof, in particular to an objective annoyance evaluation index of the sound quality of automobile wind vibration noise which can reflect subjective feelings and a calculation method thereof. Background technique [0002] Automobile wind noise is the aeroacoustic response of the air inside the car to the external transient airflow. It is a low-frequency and high-intensity aerodynamic noise formed when the car window is opened. Long-term exposure to wind noise will cause the driver and passengers to feel irritable and tired, which will seriously affect the ride comfort. [0003] In traditional wind-induced noise research, the sound pressure level is usually used as the only evaluation index. Such a single evaluation index cannot fully reflect the physical characteristics of sound, let alone the human ear's ...

Claims

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Application Information

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IPC IPC(8): G06F30/15G06F30/27G06F30/23G01H17/00G06F119/10
CPCG01H17/00G06N3/084G06N3/044Y02T90/00
Inventor 谷正气尹善斌胡洪波郑乐典刘壮志马骁骙韩征彤
Owner HUNAN UNIV OF ARTS & SCI
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