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利用深度强化学习进行露天采矿的铲车分配和调度

IF 2.7 3区 工程技术 Q3 ENVIRONMENTAL SCIENCES
International Journal of Mining Reclamation and Environment Pub Date : 2024-03-01 DOI:10.1080/17480930.2024.2323325
Roberto Noriega, Yashar Pourrahimian
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引用次数: 0

摘要

露天矿生产系统是一个高度动态和不确定的环境，共享道路网络上的运输和装载设备之间存在着复杂的相互作用。露天开采生产系统的关键决策之一是在运输和装载设备之间进行协调。
本文章由计算机程序翻译，如有差异，请以英文原文为准。
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Shovel allocation and scheduling for open-pit mining using deep reinforcement learning
The open-pit production system is a highly dynamic and uncertain environment with complex interactions between haulage and loading equipment on a shared road network. One of the key decisions in op...
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来源期刊
International Journal of Mining Reclamation and Environment
International Journal of Mining Reclamation and Environment ENVIRONMENTAL SCIENCES-MINING & MINERAL PROCESSING
CiteScore
5.70
自引率
8.30%
发文量
30
审稿时长
>12 weeks
期刊介绍： The International Journal of Mining, Reclamation and Environment published research on mining and environmental technology engineering relating to metalliferous deposits, coal, oil sands, and industrial minerals. We welcome environmental mining research papers that explore: -Mining environmental impact assessment and permitting- Mining and processing technologies- Mining waste management and waste minimization practices in mining- Mine site closure- Mining decommissioning and reclamation- Acid mine drainage. The International Journal of Mining, Reclamation and Environment welcomes mining research papers that explore: -Design of surface and underground mines (economics, geotechnical, production scheduling, ventilation)- Mine planning and optimization- Mining geostatics- Mine drilling and blasting technologies- Mining material handling systems- Mine equipment
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