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Influence of Coking Parameters on Coke Quality: Analysis Based on Machine Learning

  • M. V. Shishanov,
  • M. S. Luchkin,
  • A. Yu. Naletov,
  • I. S. Mezrin

摘要

The influence of coking parameters on coke quality is investigated by means of machine learning and data analysis. A model is developed for predicting the reactivity of coke on the basis of the coking parameters; it proves highly accurate. The potential of machine learning in optimizing the coking parameters that affect coke quality is clear.