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X-Pact® Audio Visual Monitoring

Prediction of slopping based on deep-learning algorithm

Challenges

  • Establishment of a system that can forecast possible sloppings
  • Evaluation of process data before start of heat
  • Installation of sensors/recording devices for detection of slag formation

Solution

  • Determination of a probability of slopping from the relevant process data in a timely manner
  • Protection of the BOF against slag spitting out/slopping
  • Data-driven prediction models

Technical advantages

  • Operator guidance with practicable approaches

Efficiency

  • Increase of process optimization
  • Reduction of maintenance costs 

Productivity

  • Increase of plant yield due to decrease of maintenance time

Industry 4.0

  • Using deep-learning algorithm
  • Datamining and data-driven methods with verification due to installed sensors
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