Cold Rolling Mill Performance Optimization with Advanced Data Analytics

This document discusses how advanced data analytics and digital solutions, such as ABB's SODA and ABB Ability™ Performance Optimization Service, can help cold rolling mill operators monitor performance, detect anomalies, and optimize productivity and product quality. It explains the use of "golden coil" references, machine learning, and neural networks to analyze sensor data, identify problem signatures like roll eccentricity, and enable real-time decision-making for aluminium producers.