Abstract
The objective of this paper is to review and document the mine fleet management systems’ models and algorithms. The purpose is to understand the algorithms behind the fleet management systems and the proposed academic solutions in this area to identify any gaps in the current literature and to open up opportunities to establish research questions that need to be addressed in an integrated simulation and optimisation operational planning research framework. In this paper, we review industrial fleet management systems and the main academic algorithms behind such systems. The fleet management systems are divided into three subsequently related problems to review: shortest path, production optimisation and real-time dispatching. Finally, the limitations of current algorithms for fleet management systems are documented in terms of mining practice feasibility and optimality of the solution on large-scale problems. The results of this literature review enable us to evaluate the logical links between major components of an integrated simulation and optimisation operational planning framework with current theory of fleet management systems.
Original language | English |
---|---|
Pages (from-to) | 42-60 |
Number of pages | 19 |
Journal | International Journal of Mining, Reclamation and Environment |
Volume | 33 |
Issue number | 1 |
DOIs | |
State | Published - Jan 2 2019 |
Bibliographical note
Publisher Copyright:© 2017, © 2017 Informa UK Limited, trading as Taylor & Francis Group.
Keywords
- Mining fleet management systems
- production optimisation
- real-time dispatching
- shortest path
- truck allocation
ASJC Scopus subject areas
- Geotechnical Engineering and Engineering Geology
- Geology
- Earth-Surface Processes
- Management of Technology and Innovation