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多相水平集协同空间模糊聚类图像多目标分割
  • ISSN号:0577-6686
  • 期刊名称:《机械工程学报》
  • 时间:0
  • 分类:TP207[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置] TH17[机械工程—机械制造及自动化]
  • 作者机构:清华大学精密测试技术及仪器国家重点实验室,北京100084
  • 相关基金:国家自然科学基金(61272428)项目资助
中文摘要:

面向核电设备冷却水泵(简称核电设冷水泵)转轴的功能安全评估是减少核电设备安全问题的重要手段之一。针对核电设冷水泵转轴故障突变时功能安全评估问题,提出了一种基于突变理论的核电设冷水泵转轴功能安全完整性评估方法。首先,从核电设冷水泵转轴多传感器监测数据中提取故障特征,故障特征融合结果作为预测参数;其次,采用预测参数构建转轴性能衰退轨迹路径,基于蒙特卡罗方法计算转轴累积失效概率;最后,基于尖点突变理论计算转轴危险失效概率,并评估转轴功能安全完整性等级,并采用核电设冷水泵转轴状态监测数据进行了实验验证。结果表明,当核电设冷水泵转轴存在故障突变时,基于突变理论结合性能衰退状态监测的方法,可以提高核电设冷水泵转轴功能安全完整性评估结果的准确性。

英文摘要:

The functional safety evaluation of the component cooling water pump shaft is one of the important means to decrease nuclear equipment safety problems in nuclear power plants. Aiming at the functional safety evaluation of the component cooling water pump shaft in abrupt faults in nuclear power plants, a method for the functional safety integrity evaluation of the component cooling water pump shaft in nuclear power plants is proposed based on catastrophe theory in this paper. Firstly, the fault characteristics are extracted from the monitoring data of multiple sensors on the component cooling water pump shaft in nuclear power plants, and the fusing results of the fault characteristics are taken as the prognostic parameters. Secondly, the prognostic parameters are adopted to construct the degradation trajectory path of the shaft performance, and the cumulative failure probability of the shaft is calculated based on Monte Carlo method. Finally, the dangerous failure probability of the shaft is calculated based on the cusp catastrophe theory, and the functional safety integrity level of the shaft is evaluated afterward. The condition monitoring data of the component cooling water pump shaft in nuclear power plant were adopted to carry out experiments. The experiment results demonstrate that when abrupt fault exists in the component cooling water pump shaft in nuclear power plants, the proposed method based on catastrophe theory combining performance degradation condition monitoring can improve the functional safety integrity evaluation accuracy of the component cooling water pump shaft in nuclear power plants.

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期刊信息
  • 《机械工程学报》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中国机械工程学会
  • 主编:宋天虎
  • 地址:北京百万庄大街22号
  • 邮编:100037
  • 邮箱:bianbo@cjmenet.com
  • 电话:010-88379907
  • 国际标准刊号:ISSN:0577-6686
  • 国内统一刊号:ISSN:11-2187/TH
  • 邮发代号:2-362
  • 获奖情况:
  • 中国期刊奖,“中国期刊方阵”双高期刊
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国化学文摘(网络版),荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:58603