• Development of image processing technique to identify surface defects of blooms and billets
• Online monitoring of surface temperature and correlating with the thermal gradient within the billets
• Development of a relationship between temperature and surface/sub-surface defect
• Cost-benefit analysis of the current practice of defect identification with proposed online monitoring
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