Incorporating Operational Modes into Open-Pit Stochastic Mine Planning: An Optimization Using VND and LP

Quelopana A.; Navarra A.

Abstract

For decades, open-pit mine planning algorithms have incorporated geological uncertainty and other elements or characteristics for increasingly realistic representations. Among these complexities is the detailing of downstream processes that occur inside processing plants. Previous studies have demonstrated that the strategic mine plan and mineral concentrator design are coupled, and should therefore be optimized simultaneously within the same quantitative framework. However, existing frameworks offer limited representation of operational modes. This work demonstrates an approach to resolving this gap, in an optimization based on a parallelized Variable Neighborhood Descent (VND). The resulting algorithm embeds mass-balancing linear programming (LP) using a Dantzig-Wolfe decomposition. A case study of a Zn-Pb deposit is presented to show the performance reached.

Más información

Título según SCOPUS: Incorporating Operational Modes into Open-Pit Stochastic Mine Planning: An Optimization Using VND and LP
Título de la Revista: APCOM 2023 Proceedings: Intelligent Mining: Innovation, Vision, and Value
Editorial: Society for Mining, Metallurgy and Exploration
Fecha de publicación: 2023
Idioma: English
Notas: SCOPUS