Abnormality determining method, abnormality determining apparatus, and image forming apparatus
    52.
    发明申请
    Abnormality determining method, abnormality determining apparatus, and image forming apparatus 有权
    异常判定方法,异常判定装置和图像形成装置

    公开(公告)号:US20050157327A1

    公开(公告)日:2005-07-21

    申请号:US11020729

    申请日:2004-12-27

    IPC分类号: G06F3/12 G06F11/30

    摘要: An image forming apparatus is capable of specifying the type of an occurring abnormality to a certain extent while avoiding the increasingly complicated control that is caused when a plurality of abnormalities is detected individually according to the presence of their respective causes. A normal group data set, which is a collection of normal value combinations relating to grouped information constituted by a plurality of information of differing types, is stored in RAM or ROM serving as information storage means of a control unit. At least two or more sets of grouped information, comprising first grouped information constituted by a plurality of different types of information, and second grouped information constituted by a plurality of information in a different combination to that of the first grouped information, are obtained from the RAM, the ROM, various sensors, and an operation display unit. A CPU serving as determining means determines a Mahalanobis distance for each set of grouped information on the basis of the normal group data set and the obtained results of each set of grouped information, and uses this Mahalanobis distance to determine the presence of an abnormality according to categories.

    摘要翻译: 图像形成装置能够在一定程度上指定出现的异常的类型,同时避免根据各自原因的存在单独检测到多个异常时引起的越来越复杂的控制。 作为与由多个不同类型的信息构成的分组信息相关的正常值组合的正常组数据集存储在用作控制单元的信息存储装置的RAM或ROM中。 包括由多个不同类型的信息构成的第一分组信息和由与第一分组信息的组合不同的多个信息构成的第二分组信息的至少两组或更多组分组信息从 RAM,ROM,各种传感器以及操作显示单元。 用作确定装置的CPU基于正常组数据集合和每组分组信息的获得结果确定每组分组信息的马氏距离,并且使用该马氏距离来确定根据 类别。

    Fault prediction method, fault prediction system, and image forming apparatus
    53.
    发明授权
    Fault prediction method, fault prediction system, and image forming apparatus 有权
    故障预测方法,故障预测系统和图像形成装置

    公开(公告)号:US08190037B2

    公开(公告)日:2012-05-29

    申请号:US12487835

    申请日:2009-06-19

    IPC分类号: G03G15/00

    摘要: A fault prediction method predicts a plurality of faults in a target device, and includes the steps of collecting internal information of the target device output from the target device, generating one or more criteria for defining a deviation from a normal state based on the collected internal information of the target device, incorporating the one or more criteria into a device state discriminator, identifying a deviation from a normal state in the target device according to the one or more criteria using the device state discriminator, and outputting a fault prediction as a result of the identifying step to a user. One or more of the steps are performed by a processor.

    摘要翻译: 故障预测方法预测目标设备中的多个故障,并且包括以下步骤:收集目标设备输出的目标设备的内部信息,根据收集的内部生成用于定义与正常状态的偏差的一个或多个准则 目标设备的信息,将一个或多个标准合并到设备状态鉴别器中,根据使用设备状态鉴别器的一个或多个标准来识别目标设备中的正常状态的偏差,并输出故障预测结果 的识别步骤。 一个或多个步骤由处理器执行。

    Image forming apparatus having a function of predicting device deterioration based on a plurality of types of operation control information
    54.
    发明授权
    Image forming apparatus having a function of predicting device deterioration based on a plurality of types of operation control information 有权
    具有基于多种操作控制信息来预测设备劣化的功能的图像形成设备

    公开(公告)号:US08175470B2

    公开(公告)日:2012-05-08

    申请号:US13097933

    申请日:2011-04-29

    IPC分类号: G03G15/02 G03G15/00

    CPC分类号: G03G15/55 G03G2215/0161

    摘要: An image forming apparatus is provided. The image forming apparatus includes an acquiring unit that acquires a plurality of types of operation control information of the image forming apparatus that indicate deterioration of a toner in the image forming apparatus or deterioration of a component of the image forming apparatus. An index value calculating unit calculates an index value indicating a state of the image forming apparatus based on the acquired operation control information. An abnormality judging unit judges whether the image forming apparatus abnormality has occurred and predicts an occurrence of a failure that requires maintenance of the image forming apparatus due to deterioration of the toner in the image forming apparatus or deterioration of the component of the image forming apparatus based on the index value.

    摘要翻译: 提供一种图像形成装置。 图像形成装置包括获取单元,其获取指示图像形成装置中的调色剂劣化的图像形成装置的多种操作控制信息,或图像形成装置的部件的劣化。 索引值计算单元基于获取的操作控制信息来计算指示图像形成装置的状态的索引值。 异常判断单元判断图像形成装置异常是否发生,并且预测由于图像形成装置中的调色剂的劣化或图像形成装置的部件的劣化导致图像形成装置的维护的故障的发生, 对指数值。

    STATUS DETERMINATION METHOD AND IMAGE FORMING APPARATUS
    56.
    发明申请
    STATUS DETERMINATION METHOD AND IMAGE FORMING APPARATUS 有权
    状态确定方法和图像形成装置

    公开(公告)号:US20090322524A1

    公开(公告)日:2009-12-31

    申请号:US12481237

    申请日:2009-06-09

    IPC分类号: G08B21/00

    CPC分类号: G03G15/55 G03G15/553

    摘要: A plurality of weak discriminators output determinations results about a status of an apparatus. Weight values are individually assigned to the determination results. By performing majority vote of the weighted determination results, the status of the apparatus is determined. The determination results are displayed on a single status indicating screen such that portions corresponding to a normal status are indicated in white while portions corresponding to an anomalous status are indicated in one or more colors other than white. The areas of the portions differ from one another depending on magnitudes of weight assigned to the determination results corresponding to the portions.

    摘要翻译: 多个弱识别器输出关于装置的状态的确定结果。 重量值分别分配给确定结果。 通过执行加权确定结果的多数投票,确定装置的状态。 确定结果显示在单个状态指示屏幕上,使得与正常状态相对应的部分以白色指示,而与异常状态相对应的部分以除白色之外的一种或多种颜色指示。 这些部分的区域根据与对应于该部分的确定结果分配的权重的大小彼此不同。