Unearthed Perth 2018
13 Apr - 15 AprFrom Idea to Prototype on Resource Challenges in just a Weekend
This competition has finished.
GrindInsight
Taking a data-driven approach, we used a Random Forest Regression to rank the importance of variables. This insight helps understand the significance of various input on the grinding circuit performance.
We created separate models for Module 1 & Module 2 - they are of a similar design but varying performance.
The model used was able to explain data with 99% accuracy*, and simulate performance with accuracy – 95%*
We also started work on creating an online data-analysis portal for operators to query significance of changing different input variables.