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  6. [Measurement System Example] Sound Inspection AI Quality Judgment

[Measurement System Example] Sound Inspection AI Quality Judgment

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last updated:Dec 08, 2021

エルメック
エルメック
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AI automatically judges instead of skilled professionals! The more it learns from past data, the higher the judgment accuracy becomes.

The system converts sound and vibration data recorded by a tapping device into a single color image classified by frequency, time, and intensity using a proprietary auto-wavelet. By applying deep learning to this, it enables automatic judgment of sound and vibration AI. In the system, by initially training it with healthy and multiple unhealthy data, it can automatically classify as healthy, unhealthy 1, unhealthy 2, and make OK/NG judgments. Additionally, we also offer simple machine learning (ML) AI. 【Overview】 ■Issues - Variability among individuals - Time-consuming data sharing, organization, and analysis ■Solutions - Accurate judgments without variability - Easy data sharing, organization, and analysis through PC processing *For more details, please refer to the PDF materials or feel free to contact us.

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イプロスメルマガ5.png

[Measurement System Example] Sound Inspection AI Quality Judgment

イプロスメルマガ5.png
イプロスメルマガ5.png
  • Related Link - https://www.elmec-gms.com/archives/case/1710

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【Features】 ■ AI automatically judges in place of experienced personnel ■ More difficult judgments are made possible by the AI image system ■ The more it is used, the higher the judgment accuracy of AI deep learning ■ Judgments that do not rely on human or sensory testing ■ Increased convenience with tablets ■ Customization to meet measurement needs ■ Further growth through data utilization *For more details, please refer to the PDF materials or feel free to contact us.

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【Applications】 ■ Inspection of concrete cracks and fissures ■ Sound testing of anchor bolts ■ General infrastructure maintenance ■ Product shipment inspection (cracks, fissures, etc.) ■ Analysis and evaluation of medical and physiological data *For more details, please refer to the PDF document or feel free to contact us.

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Newly developed "Sound Inspection Tool" for easy AI judgment! 【AI Sound Vibration Judgment System】

Newly developed "Sound Inspection Tool" for easy AI judgment! 【AI Sound Vibration Judgment System】

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Forty years have passed since the development of the world's first industrial measurement system using a personal computer. After many years of technological innovation, we have developed a "Deep Learning AI-based Noise and Vibration Detection System." Additionally, we offer a unique software developed by our company called "WAVELET," which visualizes sound and vibration, along with a wide range of unique hardware and software products that assist in building systems for impact testing, product inspection, preventive maintenance, and continuous monitoring. We also accept custom orders to meet all of our customers' measurement needs beyond standard products. Please feel free to consult or inquire with us!

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