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Integrated decision making for predictive maintenance of belt conveyor systems

机译:用于皮带输送机系统的预测维护的综合决策

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摘要

Belt conveyor systems are widely utilized for continuous transport of bulk materials. Maintenance activities are essential to ensure the reliability of belt conveyor systems. Conventional diagnosis decision is achieved based on empirical constant thresholds. The Challenge of this study is to propose a framework of integrated maintenance decision making for belt conveyor idlers. Information from operational conditions, reliability estimation of idlers and condition monitoring data are integrated for accurate decision making. Innovatively, in the proposed framework threshold of the monitoring parameter can vary according to real time operational conditions and reliability estimation results. A simulation study is presented to demonstrate the effectiveness of framework. Simulation results show that the framework can result in more accurate maintenance decision making compared to conventional approaches.
机译:皮带输送机系统广泛用于连续运输散装材料。维护活动对于确保带式输送机系统的可靠性至关重要。基于经验恒定阈值实现常规诊断决策。本研究的挑战是提出用于皮带输送机惰轮的综合维护决策框架。来自操作条件的信息,惰轮和状态监测数据的可靠性估计以准确决策。创新,在监测参数的建议框架阈值中可以根据实时运行条件和可靠性估计结果而变化。提出了一种仿真研究以证明框架的有效性。仿真结果表明,与传统方法相比,该框架可以导致更准确的维护决策。

著录项

  • 来源
    《Reliability Engineering & System Safety》 |2019年第8期|347-351|共5页
  • 作者单位

    Delft Univ Technol Sect Transport Engn Mekelweg 2 NL-2628 CD Delft Netherlands|REPA Conveyor Equipment BV Geesterweg 4A NL-1911 NB Uitgeest Netherlands;

    Delft Univ Technol Sect Transport Engn Mekelweg 2 NL-2628 CD Delft Netherlands;

    Delft Univ Technol Sect Transport Engn Mekelweg 2 NL-2628 CD Delft Netherlands|Univ New South Wales Sch Aviat Sydney NSW 2052 Australia;

    Delft Univ Technol Sect Transport Engn Mekelweg 2 NL-2628 CD Delft Netherlands;

    Wuhan Univ Technol Sch Logist Engn Heping Rd 1040 Wuhan 430063 Hubei Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Decision making; Belt conveyor; Predictive maintenance; Reliability; Condition monitoring;

    机译:决策;皮带输送机;预测性维护;可靠性;条件监测;

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