69 / 2025-05-14 17:01:49
Evaluation of the Health Condition of CNC Machine Tools Based on Grey Theory
CNC Machine Tools,health condition evaluation,Grey theory
全文待审
伟晨 刘 / 长安大学
Jizhuang HUI / Chang'an University
劭伟 支 / 长安大学
士豪 高 / 长安大学
The health status of CNC machining tools plays a critical role in ensuring enterprise production safety and efficient equipment operation. Timely evaluation of equipment health status facilitates early fault detection and response. This paper proposes a comprehensive evaluation method: first, CNC machine tools is divided into eight major systems based on their characteristics; second, the importance of each system is analyzed through a judgment matrix to clarify the mapping relationships among equipment, systems, and factors, as well as the information sources of these factors; third, a whitening weight function is constructed using grey fuzzy clustering theory to establish an equipment evaluation system based on grey clustering; finally, the universality and effectiveness of this method are verified through a case study on CNC machine tools.
重要日期
  • 会议日期

    08月01日

    2025

    08月04日

    2025

  • 06月15日 2025

    初稿截稿日期

主办单位
中国机械工程学会设备智能运维分会
承办单位
新疆大学
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