AI Use Case
Examine ground composition to reduce required volume of exploratory drilling for samples
Interpolate data on ground composition to reduce the required exploratory drilling samples. This increases speed to market and reduces the potential workload.
Function
Benefits
Cost - Reduce wastage,Risk reduction - Environmental impact,Cost - Optimise geographic footprint
Case Studies
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 ,Freeport-McMoRan ~Freeport-McMoRan improves rock face assessment for better planning of steep blasting mining using drones
Potential Vendors
IBM Watson
Industry
Energy
Oil And Gas
Data Sets
Images,Time series
AI Technologies
ML Task - Prediction - Binary Classification,ML Task - Prediction - Regression,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Annotation