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Abnormal temperature detection device, abnormal temperature detection method, and abnormal temperature detection program

机译:异常温度检测装置,异常温度检测方法,异常温度检测程序

摘要

PROBLEM TO BE SOLVED: To provide an abnormal temperature detecting device, an abnormal temperature detecting method, and an abnormal temperature detecting program capable of detecting an abnormal temperature with high accuracy while eliminating the influence of an ambient environment and considering the time change of the temperature. An abnormal temperature detection device calculates a temperature acquisition unit that acquires temperature data and difference data indicating a difference number sequence of temperature data, and either the difference data that is a positive number or the difference data that is a negative number. The pre-processing unit and the pre-processing unit generate replacement data in which one is replaced with zero, and perform pre-processing to calculate the similarity between the reference data and the replacement data generated from the teacher data for which normality or abnormality has been identified. A learning unit that machine-learns the calculated similarity and outputs an identification function, and a discrimination function that determines whether the temperature data for detection is normal or abnormal, which is acquired by the temperature acquisition unit and preprocessed by the preprocessing unit. It is provided with a determination unit for determining by using. [Selection diagram] Fig. 1
机译:需要解决的问题:提供一种异常温度检测装置、异常温度检测方法和异常温度检测程序,能够在消除环境影响的同时,考虑温度的时间变化,高精度地检测异常温度。异常温度检测装置计算温度获取单元,其获取指示温度数据的差数序列的温度数据和差分数据,以及为正数的差分数据或为负数的差分数据。预处理单元和预处理单元生成替换数据,其中一个替换为零,并执行预处理以计算参考数据和从已识别正常或异常的教师数据生成的替换数据之间的相似性。学习单元,其机器学习所计算的相似性并输出识别函数,以及判别函数,其确定用于检测的温度数据是正常的还是异常的,所述判别函数由所述温度获取单元获取并由所述预处理单元预处理。其具有用于通过使用进行测定的测定单元。[选择图]图1

著录项

  • 公开/公告号JP2022038659A

    专利类型

  • 公开/公告日2022-03-10

    原文格式PDF

  • 申请/专利权人 横河電機株式会社;

    申请/专利号JP20200143271

  • 发明设计人 古川 靖;

    申请日2020-08-27

  • 分类号G06N20;

  • 国家 JP

  • 入库时间 2022-08-24 23:58:42

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