46th Annual Conference

Assessment of Post-blast Damage Zones in Tunneling Operations Through MWD and Machine Learning (Room Capitol Ballroom 1-4; Fourth Floor)

27 Jan 20
9:30 AM - 10:00 AM

Tracks: Session 1 - Kickoff

Speaker(s): Juan Navarro

Combining Deep Learning and Machine Learning techniques with data monitored from the drill rig with scanner profiles of the excavated sections makes possible to develop an automatic geotechnical rock mass characterization model able to estimate zones of over- or under-break of the remaining rock mass in underground blasting.