X-Pact® Audio Visual Monitoring
Prediction of slopping based on deep-learning algorithmChallenges
- 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



