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Fault diagnosing method based on simulated vaccine

机译:基于模拟疫苗的故障诊断方法

摘要

A fault diagnosing method based on a simulated vaccine is provided. The fault diagnosing method comprises steps of: establishing a dynamic simulation model for simulating a start-up operation and a steady-state operation of a technological process according to process information, an operating procedure and historical data of the technological process; running the dynamic simulation model; extracting data within a first predetermined time from the simulated normal sample set to generate a normal simulated vaccine, and extracting data within a second predetermined time from the simulated fault sample set to generate a fault simulated vaccine; acquiring the historical data of the technological process; obtaining an immune antibody coefficient of the normal simulated vaccine, and generating a normal antibody library; and obtaining an immune antibody coefficient of the fault simulated vaccine, and generating a fault antibody library according to the fault simulated vaccine.
机译:提供了一种基于模拟疫苗的故障诊断方法。该故障诊断方法包括以下步骤:根据工艺信息,工艺过程和历史数据,建立用于仿真工艺过程的启动操作和稳态操作的动态仿真模型;运行动态仿真模型;从所述模拟正常样本集中提取第一预定时间内的数据以生成正常模拟疫苗,从所述模拟故障样本集中提取第二预定时间内的数据以生成故障模拟疫苗;获取工艺过程的历史数据;获取正常模拟疫苗的免疫抗体系数,并生成正常抗体库;获取所述故障模拟疫苗的免疫抗体系数,并根据所述故障模拟疫苗生成故障抗体库。

著录项

  • 公开/公告号US9128879B2

    专利类型

  • 公开/公告日2015-09-08

    原文格式PDF

  • 申请/专利权人 TSINGHUA UNIVERSITY;

    申请/专利号US201214235062

  • 申请日2012-11-29

  • 分类号G06F11;G06F11/14;G05B17/02;G06F17/50;

  • 国家 US

  • 入库时间 2022-08-21 15:18:27

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