AI Use Case

Optimise mine plans based on data such as drilling samples or historic and comparable site performance

Optimise mine investment and plans based on drilling samples, past sites, and other data. This may include publicly available data and specially collected private data.

Function

Benefits

Operational - Lower error rates,Cost - Optimise resource allocation

Case Studies

Roy Hill~Roy Hill iron ore project optimises mine operations planning based on predicting supply chain outcomes,Goldcorp Inc.~Goldcorp plans to increase accuracy of identifying potential mining prospecting areas using IBM Watson and machine learning to analyse drilling and geological data

Industry

Basic Materials

Mining And Metals

Data Sets

Images,Structured / Semi-structured,Time series

AI Technologies

Traditional AI,ML Task - Action Selection - Reinforcement Learning ,ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Regression

Potential Vendors

Schneider Electric,IBM Watson