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DOI:
有色金属工程:2022,(2):121-127
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有色金属矿山智能协同作业系统的一致性控制技术研究
石宇芃1, 马宏军2
(1.东北大学材料科学与工程学院;2.东北大学信息科学与工程学院)
Research on Consistency Control Technology of Intelligent Collaborative Operation System in Non-ferrous Metal Mines
SHI Yupeng1, MA Hongjun2
(1.School of Materials Science and Engineering,Northeastern University;2.School of Information Science and Engineering,Northeastern University)
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投稿时间:2021-06-18    修订日期:2021-08-06
中文摘要: 近些年来,智能矿山已经成为国家及有色金属行业的研究和建设热点方向。然而,为了实现最终的少人、无人化作业,势必涉及到多个装备、系统进行协同作业问题,这些装备与系统构成了典型的多智能体系统,其在矿山恶劣条件下能够实现智能作业的重点,就是系统的执行一致性问题。为解决具有时延问题的多网络节点多智能体构成的领导者-追随者模型的执行一致性问题,本文针对该类系统设计了一种自适应事件触发的分布式系统控制器。在控制器的事件触发条件设计中,设计了观测器来解决领导节点状态在实际应用中不能直接得到的情形,并把网络传输中的时间延迟考虑在内。同时,用事件触发的零阶保持器来保留和发送延迟的测量输出以进行控制更新。之后,将在线性系统中得到的理论结果经修改拓展到了非线性系统,最后通过仿真实验验证了所提出的理论结果的可行性,为有色金属矿山智能协同作业提供技术支撑。
Abstract:In recent years, smart mines have become a research and construction hotspot in the country, even the non-ferrous metal industry. However, in order to achieve the ultimate unmanned operation, it will inevitably involve multiple equipment and systems for collaborative operation. These equipment and systems constitute a typical multi-agent system, which can realize intelligent operation under harsh conditions, in which the key point is the consistency of system implementation. In order to solve the problem of the execution consistency of the leader-follower model composed of multiple network nodes and multiple agents with time delay, this paper designs an adaptive event-triggered distributed system controller for this type of system. In the design of the event trigger condition of the controller, an observer is designed to solve the situation that the state of the leader node cannot be directly obtained in practical applications, and the time delay in network transmission is taken into account. At the same time, an event-triggered zero-order holder is used to retain and send the delayed measurement output for control updates. After that, the theoretical results obtained in the linear system were modified and extended to the nonlinear system. Finally, the feasibility of the proposed theoretical results was verified through simulation experiments, which provided technical support for the intelligent collaborative operation of non-ferrous metal mines.
文章编号:     中图分类号:TP1    文献标志码:
基金项目:国家自然科学基金资助项目(61873306)
引用文本:
石宇芃,马宏军.有色金属矿山智能协同作业系统的一致性控制技术研究[J].有色金属工程,2022,(2):121-127.

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