BHP Hackathon

Client: BHP

Challenges

  • Determine & predict the Influence of material properties on SAG mill operation with:
    • Methodology to build empirical models from production data.
    • Automatic learning techniques to train and calibrate empirical and standard models.
    • The automation of the “multistate calibration” feedback loop on the platform.

Solution and Results

  • Material influence and feeder analysis and results

Benefits

The following are general benefits of the Material Model:

  • Knowledge of the influence of material properties on SAG mill operation
  • Knowledge of the influence of feeder operation on SAG mill operation

 

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