ABNORMALITY DETECTION APPARATUS FOR PERIODIC DRIVING SYSTEM, PROCESSING APPARATUS INCLUDING PERIODIC DRIVING SYSTEM, ABNORMALITY DETECTION METHOD FOR PERIODIC DRIVING SYSTEM, AND COMPUTER PROGRAM
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    发明申请
    ABNORMALITY DETECTION APPARATUS FOR PERIODIC DRIVING SYSTEM, PROCESSING APPARATUS INCLUDING PERIODIC DRIVING SYSTEM, ABNORMALITY DETECTION METHOD FOR PERIODIC DRIVING SYSTEM, AND COMPUTER PROGRAM 审中-公开
    定期驱动系统的异常检测装置,包括定期驱动系统的处理装置,定期驱动系统的异常检测方法和计算机程序

    公开(公告)号:US20130148817A1

    公开(公告)日:2013-06-13

    申请号:US13708048

    申请日:2012-12-07

    IPC分类号: H04R29/00

    CPC分类号: H04R29/00

    摘要: An abnormality detection apparatus for a periodic driving system includes a detection unit; a data obtaining unit for time series data from the detected sound; a determinism derivation unit configured to derive a plurality of values representing determinism providing an indicator of whether the time series data is deterministic or stochastic or a plurality of intermediate variations in a calculation process of the values representing determinism at a predetermined interval from the time series data; a probability distribution calculation unit. The abnormality detection apparatus further includes a determination unit configured to determine existence or non-existence of abnormality in the periodic driving system based on the probability distribution of the values representing determinism or the intermediate variations.

    摘要翻译: 一种用于周期性驱动系统的异常检测装置,包括检测单元; 数据获取单元,用于根据检测到的声音的时间序列数据; 确定性推导单元,被配置为导出表示确定性的多个值,所述确定性提供时间序列数据是确定性还是随机性的指示符,或者表示从时间序列数据以预定间隔表示确定性的值的计算处理中的多个中间变化 ; 概率分布计算单元。 异常检测装置还包括:判定部,其基于代表确定性或中间变化的值的概率分布,来确定周期性驱动系统中的异常的存在或不存在。

    INFORMATION PROCESSING APPARATUS AND MONITORING METHOD

    公开(公告)号:US20210397169A1

    公开(公告)日:2021-12-23

    申请号:US17350444

    申请日:2021-06-17

    IPC分类号: G05B19/418

    摘要: An information processing apparatus detects an abnormality sign in a semiconductor manufacturing apparatus. The apparatus includes: a sensor data collector configured to acquire sensor waveform data with respect to a sensor value axis and a time axis measured by a semiconductor manufacturing apparatus that is executing a process according to a same recipe; a monitoring band calculator configured to calculate each monitoring band for the sensor value axis and the time axis used in a waveform monitoring method from a predetermined number or more of the sensor waveform data; and an abnormality sign detector configured to monitor a waveform of the sensor waveform data using each monitoring band for the sensor value axis and the time axis and detect an abnormality sign of the semiconductor manufacturing apparatus.