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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.
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.