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Trouble preventionImprovement of productivity

Data Science

Breakout (BO) Prediction System

Occurrence of BO in the continuous caster can be prevented by an alarm
when early signs of breakout (BO) are detected!

Solution Point

  • Utilize statistical analysis of mold temperature distribution data.
  • Achieve high-accuracy prediction in combination with the existing system.
  • Enable system updating by adding functions to the existing system.

Features 01

Expected Problems
?Are false alarms a problem due to the poor prediction accuracy of the existing system?
?Are you worried about the high cost and difficulty of implementing a full-scale update?

Features 02

Technology highlights
?Utilization of existing mold thermometers.
?Setup of evaluation values using multivariate statistical analysis (PCA: Principal Component Analysis).
?Improved prediction accuracy by adding evaluation by this system to evaluation by the existing system.
新BO予知システム

Features 03

Proposed Solutions (Examples)
?Addition of analysis and evaluation modules utilizing data from mold thermocouples after maintenance.
?Improvement of prediction accuracy in combination with the existing system.
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