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To benefit the customer


AI for Enterprise


Sound-based Predictive mainte -nance for production equipment

Bigbrain-S is a production equipment monitoring solution for both
calculating production performance and detecting various situations
such as unexpected system down and checking product quality through
AI deep learning analysis using sound data.

In the past, Specialized personnel or embedded applications such
as complex machines were required for monitoring machines. Now,
With various AI voice recognition technologies, It’s possible to detect
unusual signals in sound data made by factories and machines.

System diagram

Monitoring equipment operation status, Determining its lifespan, Checking defective products through deep learning analysis using sound sensors.

· Sound Analysis - Analysis of phenomena, predictions, and causes → Detection of equipment abnormalities
· Regression Analysis - phenomenon, optimization, cause analysis → facility lifecycle management and optimization operation

Algorithm conceptual diagram – After featuring sound data with SFTP, the filtered data will be processed by CNN for deep
learning. The classified result will be used for determining valid production performance and equipment status.

Main Features

  • 01 Real-time status monitoring for production (operating time, maximum/actual
    production quantity), and replacement related information.
  • 02 Provision of facility management, mold management, mold parts management,
    mold removal/installation history, number of strokes by mold, production status

System features

  • 01

    Real-time monitoring
    of machine equipment

  • 02

    Early detection of
    system anomalies

  • 03

    Strategic utilization
    of robot/facility data

  • 04

    Reduce unnecessary
    maintenance costs

  • 05

    Prevent accidents by
    increasing system safety
    and reliability


  • 01 Notification for maintenance schedule according to facility operation rate.
  • 02 Automatic facility status detection and notification.
  • 03 Flexible, Fast, and scalable data processing
  • 04 Automatic data-based crash prediction.
  • 05 Saving cost for pre-detection

Meet experts of ITNJ

Contact Us

ITNJ, Inc. on the 99th and 5th floors of Wangsaeng-ro, Dal-dong, Nam-gu, Ulsan    Tel 1688-0720    Fax 052-298-4117
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