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Grant: Engage Plus Grants Program

University of British Columbia

$4,000.00

Application of Bayesian Belief Networks to selection of critical slope movement criteria in open pits

EF 2014-15

Résumé
Large open pit copper/molybdenum mines in British Columbia routinely monitor the performance and response of pit walls to on-going mining activities. The primary monitoring techniques involve the use of reflective prisms, total stations, and wire-line extensometers. More recently, these have been supplemented with ground-based synthetic aperture radar measurements. Unfortunately, decision makers at the mines have difficulty interpreting the significance of the measured deformations. The challenge is to interpret the trends and magnitudes of the measured displacements such that meaningful decisions can be made and appropriate and timely operational responses implemented that minimize production disruptions while ensuring the safety of the workplace. The proposed research will develop and apply a novel Bayesian Belief Network model to identify pit wall movement criteria that should be used by open pits in BC. The movement criteria developed within the Bayesian Belief methodology will be tailored for specific geotechnical conditions and pit wall configurations. The selection of appropriate displacement thresholds will allow the mines to minimize operational delays while ensuring a safe working environment in the pit.
Programme
Engage Plus Grants Program
Emplacement
British Columbia, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data

Tel que publié

Application id
462562-2014
Name nom
Tannant, Dwayne
Department département
Okanagan - Engineering, School of
Organization id
2
Institution établissement
University of British Columbia
Province en
British Columbia
Province fr
Colombie-Britannique
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2014
Competition year année de concours
2014
Award amount
4000
Program id
EGP2
Program name en
Engage Plus Grants Program
Program name fr
Programme de subvention d'engagement partenarial Plus
Group en
Research partnerships programs
Group fr
Programmes de partenariat
Committee code
1554
Committee name en
Pacific Internal Decision Committee
Committee name fr
Comité de décision interne pour le Pacifique
Area of application code
202
Area of application group en
Natural resources (economic aspects)
Area of application group fr
Ressources naturelles (aspects économiques)
Area of application en
Mineral resources ( prospecting, exploration, mining, extraction, processing)
Area of application fr
Ressources minérales (prospection, exploration, mines, extraction et préparation)
Research subject code
1403
Research subject group en
Mining and mineral processing
Research subject group fr
Génie minier et minéral
Research subject en
Rock mechanics
Research subject fr
Mécanique des roches
Partie
1
Nb partie
1
Application title
Application of Bayesian Belief Networks to selection of critical slope movement criteria in open pits
Keyword
NSERC
Application summary
Large open pit copper/molybdenum mines in British Columbia routinely monitor the performance and response of pit walls to on-going mining activities. The primary monitoring techniques involve the use of reflective prisms, total stations, and wire-line extensometers. More recently, these have been supplemented with ground-based synthetic aperture radar measurements. Unfortunately, decision makers at the mines have difficulty interpreting the significance of the measured deformations. The challenge is to interpret the trends and magnitudes of the measured displacements such that meaningful decisions can be made and appropriate and timely operational responses implemented that minimize production disruptions while ensuring the safety of the workplace. The proposed research will develop and apply a novel Bayesian Belief Network model to identify pit wall movement criteria that should be used by open pits in BC. The movement criteria developed within the Bayesian Belief methodology will be tailored for specific geotechnical conditions and pit wall configurations. The selection of appropriate displacement thresholds will allow the mines to minimize operational delays while ensuring a safe working environment in the pit.