OpenMines: A Light and Comprehensive Mining Simulation Environment for Truck Dispatching
<|reference_start|>OpenMines: A Light and Comprehensive Mining Simulation Environment for Truck Dispatching: Mine fleet management algorithms can significantly reduce operational costs and enhance productivity in mining systems. Most current fleet management algorithms are evaluated based on self-implemented or proprietary simulation environments, posing challenges for replication and comparison. This paper models the simulation environment for mine fleet management from a complex systems perspective. Building upon previous work, we introduce probabilistic, user-defined events for random event simulation and implement various evaluation metrics and baselines, effectively reflecting the robustness of fleet management algorithms against unforeseen incidents. We present ``OpenMines'', an open-source framework encompassing the entire process of mine system modeling, algorithm development, and evaluation, facilitating future algorithm comparison and replication in the field. Code is available in https://github.com/370025263/openmines.<|reference_end|>
@article{meng2024openmines:,
    title={OpenMines: A Light and Comprehensive Mining Simulation Environment for
  Truck Dispatching},
    author={Shi Meng, Bin Tian, Xiaotong Zhang, Shuangying Qi, Caiji Zhang, Qiang
  Zhang},
    journal={arXiv preprint arXiv:2404.00622},
    year={2024},
    archivePrefix={arXiv},
    eprint={2404.00622},
    primaryClass={cs.MA cs.SY eess.SY}
}