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  6. AI-based bearing abnormal vibration detection demo

AI-based bearing abnormal vibration detection demo

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DT-EBML63Q2557

last updated:Jan 06, 2025

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Display the FFT results by inferring AI learning from the bearing acceleration data.

Data collected from the bearing's acceleration sensor is processed through AI learning inference using the Solist-AI TM simulator, which displays the degree of abnormality. The Solist-AI TM simulator is software that simulates the AI accelerator function of Solist-AI TMIC (ML63Q2557) on Windows. Demo Content: 1. Collect and input data from the acceleration sensor of a normal bearing, then perform FFT processing and AI learning using DT-EBML63Q2557. 2. Switch to the acceleration sensor of an abnormal bearing. 3. Collect and input data from the acceleration sensor of the abnormal bearing, then perform FFT processing and AI inference using DT-EBML63Q2557. 4. Display the inference results (degree of abnormality) on the LCD of DT-EBML63Q2557. 5. Display the FFT results of the vibration data for both normal and abnormal bearings on the PC showing the vibration data waveform.

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AIによるベアリング異常振動検知デモ.jpeg

AI-based bearing abnormal vibration detection demo

AIによるベアリング異常振動検知デモ.jpeg
AIによるベアリング異常振動検知デモ.jpeg IPROS12370992249935639147.png
  • Related Link - https://www.datatecno.co.jp/prod_info/solistai_boa…
  • Special site - Product/service details - https://pr.mono.ipros.com/ssc-inc/product/

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【Specifications (Excerpt)】 <DT-EBML63Q2557 Features> ■ Expanded FRAM: 256KByte ■ Analog Input ・ IEPE power supply available ・ 10kHz 3rd order Butterworth filter included ・ Connected internally to the CPU's A/D converter * For more details, please download the PDF or feel free to contact us.

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AI-based bearing abnormal vibration detection demo

AI-based bearing abnormal vibration detection demo

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Standalone AI Built-in Microcontroller Board 'DT-EBML63Q2557'

Standalone AI Built-in Microcontroller Board 'DT-EBML63Q2557'

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AI-based contactless temperature sensor anomaly detection simulation demo

AI-based contactless temperature sensor anomaly detection simulation demo

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Machine elements and parts

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At SSC, we primarily provide non-contact thermometers. Since they are non-contact, measurements can be taken regardless of the distance between the thermometer and the object being measured, allowing us to expand our application range into various fields, including safety and environmental sectors. As our group company develops and manufactures these products, we can also accommodate custom and OEM requests. We strive daily to ensure that many people can use our products conveniently and with peace of mind, so if you are considering measurement, analysis, or management using infrared sensors, please feel free to consult with us.

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