Zhongke Shengxuan Noise Quality Control Testing System: Industrial Manufacturing Noise Quality Control Testing

In modern industrial manufacturing, noise detection and quality control have always been critical and complex problems. In order to ensure that the noise of the product meets the standards, it is usually necessary to conduct testing in a fully anechoic chamber or a semi-anechoic chamber to obtain objective and accurate acoustic data. However, due to limitations in production line space, cost, and production cycle times, anechoic chambers cannot be applied to actual production lines, which makes it a huge challenge to accurately measure noise in actual production line environments.

Core technology highlights

Core technology highlights

Zhongke Shengxuan noise detection system has been successfully deployed on the production lines of many well-known manufacturing companies, effectively improving the accuracy and efficiency of product noise quality control. By providing comprehensive data analysis and real-time monitoring, it helps enterprises reduce errors in manual intervention and provides solid noise quality assurance for intelligent manufacturing.

Intelligent compensation algorithm

Use machine learning and deep learning algorithms such as autoencoders and convolutional neural networks to model ambient and reflected noise, and use real-time data correction to compare noise data collected in ordinary silent cabinets to ideal testing in an anechoic chamber Conditional alignment overcomes environmental limitations and data bias in production line noise measurements。

Multidimensional noise analysis function

Zhongke Shengxuan’s acoustic signal analysis software supports more than a dozen noise analysis methods, including total sound pressure level (SPL), time-varying sound pressure, one-third octave band, short-time Fourier transform (STFT), Fast Fourier Transform (FFT), loudness, sharpness, roughness, jitter, skewness, kurtosis, etc. Through the extraction and analysis of multi-dimensional features, the system can comprehensively evaluate the noise characteristics of products and provide refined noise quality control for the production line.

High-precision data collection and analysis

The system is equipped with a highly sensitive acoustic sensor and a high-speed data acquisition card, combined with advanced signal processing algorithms (such as spectrum analysis, Mel frequency cepstral coefficient (MFCC), etc.), which can accurately capture small changes in noise signals and ensure the reliability of detection results. and consistency.

Integrated design suitable for automated production lines

Zhongke Shengxuan’s noise detection solution has a simple design and is suitable for the automated processes of various industrial production lines. The silent cabinet is compact and easy to deploy, which not only saves space, but also reduces noise detection costs while ensuring data accuracy.

噪声分析功能

声压级(SPL, Sound Pressure Level):describes the instantaneous sound pressure intensity of a sound signal.
均值(Mean Value):The average value of the acoustic signal.
峰值(Peak Value): The maximum amplitude of the acoustic signal.
均方根值(RMS, Root Mean Square):represents the effective value of the sound signal.
峭度(Kurtosis):A measure of the peakiness of an acoustic signal.
偏度(Skewness):describes the waveform asymmetry of the sound signal.
峰值因子(Crest Factor):The ratio of the peak value to the root mean square value.
自相关性(Autocorrelation):used to analyze the periodicity or repetitiveness of sound signals.

频谱(Spectrum):Displays the amplitude of each frequency component of the sound signal.
功率谱密度(PSD, Power Spectral Density):describes the energy distribution of an acoustic signal at frequency.
互功率谱(Cross Power Spectrum):Analyzes the frequency domain correlation between two sound signals.
谐波分析(Harmonic Analysis): detects harmonic components in sound signals.

短时傅里叶变换(STFT, Short-Time Fourier Transform):analyzes the local changes of sound signals in the time-frequency domain.
小波变换(Wavelet Transform): used for multi-resolution analysis in the time-frequency domain.
希尔伯特-黄变换(HHT, Hilbert-Huang Transform):Processes time-frequency analysis of nonlinear and non-stationary signals.

方差(Variance): describes the degree of fluctuation of the sound signal.
标准差(Standard Deviation):Quantifies the fluctuation intensity of the sound signal.
峭度(Kurtosis):describes the peak nature of the sound signal.
偏度(Skewness):describes the waveform asymmetry of a sound signal.

加窗(Windowing):Reduce spectrum leakage.
重叠平均(Overlap Averaging): Improves the stability of spectrum estimation.
滤波(Filtering):used to remove noise.
积分和微分(Integration and Differentiation):used for signal processing and conversion.

响度(Loudness): describes the human ear’s subjective perception of sound intensity.
时变响度(Time-varying Loudness):The change of loudness over time.
尖锐度(Sharpness): reflects the high-frequency components in the sound.
粗糙度(Roughness): A measure of the harshness of a sound.
抖动度(Fluctuation Strength): Describes the small fluctuations in the sound signal.
偏斜度(Skewness):Describes the asymmetry of the sound spectrum.
平衡度(Balance):Describes the balance of the sound spectrum.

Noise quality control testing solution

System configuration:
Silent box: Designed specifically for high-noise environments, the Zhongke Shengxuan silent box can reduce the noise in the test environment to less than 10 decibels in a noise environment of up to 80 decibels, ensuring detection accuracy. We provide sound insulation performance testing reports from third-party authoritative measurement institutions to ensure trust.
Acoustic signal collection device: including microphone and data collection card. The microphone supports flexible selection from a variety of domestic and foreign brands to adapt to the needs of different production lines.
Data collection: Using high-speed dynamic data collection card, low noise, high sampling rate, adaptable to 99% of production line needs.
Noise signal analysis software: paired with Zhongke Shengxuan Sxaq analysis software
Other features
Adapted to production line automation, one-stop acoustic testing solution
Customized interaction with production line PLC
Support interaction with production line MES system
Data mass storage
Easy maintenance
High reliability

Scenario application

Auto parts

The noise test box is mainly used to test the noise, vibration, NVH, etc. of automobile parts. Tested products include engines, car seat drives, displays, car actuators, air conditioning systems, etc. Through the noise test box, automobile manufacturers can carry out effective noise control and optimization during the design and development process, improving the overall quality and user experience of the vehicle.

3C electronics field

The noise test box is mainly used to test the noise, vibration, sound pressure level, etc. of 3C products. Tested products include smartphones, headphones, speakers, computer fans, tablets, micro motors, etc. Through the noise test box, 3C electronic product manufacturers can effectively monitor and control product noise to ensure their competitiveness in the market and user satisfaction.

Medical device

The noise test box is mainly used to test the noise, abnormal sound, sound quality, etc. of medical equipment. Products tested include ventilators, dental equipment, surgical machinery, monitors and more. With noise test chambers, medical device manufacturers can ensure that their products do not produce excessive noise when in use, thereby improving patient comfort and device reliability.

Home appliance field

Noise test boxes are mainly used to test noise, vibration, sound quality, etc. in the field of home appliances. Test products include air conditioners, vacuum cleaners, refrigerators, washing machines, etc. Through the noise test box, home appliance manufacturers can effectively control product noise to ensure their competitiveness in the market and user satisfaction.