TY - GEN
T1 - Decision support system for mining methods selection using Bayesian belief networks
AU - Petrov, Todor P.
AU - Silva-Castro, Jhon
PY - 2015
Y1 - 2015
N2 - Mining method selection is a very important step during mining feasibility studies. This task involves a number of quantitative and qualitative factors for consideration, such as geomechanical properties of the deposit, technological requirements, economical, societal and cultural expectations. In practice, when applying mining method selection methodologies, the expert team faces a multi-variant result and needs to make a final decision which one of the feasible methods to select. Since the input information, usually contain some degree of uncertainties, the solution of the problem inevitably leads to probabilistic outcome. In this paper, a decision support system for mining method selection based on a Bayesian belief network is proposed. The methodology is presented through a case study for an existing mineral deposit in Europe.
AB - Mining method selection is a very important step during mining feasibility studies. This task involves a number of quantitative and qualitative factors for consideration, such as geomechanical properties of the deposit, technological requirements, economical, societal and cultural expectations. In practice, when applying mining method selection methodologies, the expert team faces a multi-variant result and needs to make a final decision which one of the feasible methods to select. Since the input information, usually contain some degree of uncertainties, the solution of the problem inevitably leads to probabilistic outcome. In this paper, a decision support system for mining method selection based on a Bayesian belief network is proposed. The methodology is presented through a case study for an existing mineral deposit in Europe.
UR - https://www.scopus.com/pages/publications/84954207519
UR - https://www.scopus.com/inward/citedby.url?scp=84954207519&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84954207519
T3 - Application of Computers and Operations Research in the Mineral Industry - Proceedings of the 37th International Symposium, APCOM 2015
SP - 295
EP - 303
BT - Application of Computers and Operations Research in the Mineral Industry - Proceedings of the 37th International Symposium, APCOM 2015
A2 - Bandopadhyay, Sukumar
A2 - Chatterjee, Snehamoy
A2 - Ghosh, Tathagata
A2 - Raj, Kumar Vaibhav
T2 - 37th International Symposium on Application of Computers and Operations Research in the Mineral Industry, APCOM 2015
Y2 - 23 May 2015 through 27 May 2015
ER -