Automated self-learning diagnostic system
    1.
    发明申请
    Automated self-learning diagnostic system 有权
    自动学习诊断系统

    公开(公告)号:US20040117153A1

    公开(公告)日:2004-06-17

    申请号:US10320908

    申请日:2002-12-17

    CPC classification number: H04L41/16 H04L41/0681 H04L41/147

    Abstract: A self-learning diagnostic system provides diagnostics capabilities which may be applied to a population of networked machines or components and assemblies in a product. The self-learning diagnostic system uses both the components own historical data and the data for an entire population of networked machines of a given product in the field as the training set to adjust critical threshold parameters for detection and diagnosis. The system includes a nominal diagnostic threshold setting module which sets initial thresholds and an adjustment module, which adjusts thresholds continuously based on machine performance data. A service records evaluation module checks service records periodically for correlations and an adjustment module adjust service strategies based on correlation data.

    Abstract translation: 自学习诊断系统提供诊断功能,其可以应用于产品中的网络机器或组件和组件的群体。 自学习诊断系统使用自身历史数据的组件和用于现场给定产品的整个网络机器群体的数据作为训练集来调整用于检测和诊断的临界阈值参数。 该系统包括设置初始阈值的标称诊断阈值设置模块和基于机器性能数据连续调整阈值的调整模块。 服务记录评估模块周期性检查服务记录的相关性,调整模块根据相关数据调整服务策略。

    Reliability model based copy count correction for predictive diagnostics
    2.
    发明申请
    Reliability model based copy count correction for predictive diagnostics 有权
    用于预测诊断的基于可靠性模型的复制计数校正

    公开(公告)号:US20030123077A1

    公开(公告)日:2003-07-03

    申请号:US10029346

    申请日:2001-12-28

    CPC classification number: G03G15/553 G03G2221/1663

    Abstract: The present invention relates to applying usage or weighting factors to static cycle counts or nullclicksnull as tallied in a document processing system. The application of weighting factors to a system cycle count when suitably summed will provide superior measure of the wear to a replaceable element as well as improved indication for the determination of the end of life for a replaceable element in that system. As such the more timely service or substitution for that replaceable element in the system can be provided, thereby allowing costs and service down-time to be minimized.

    Abstract translation: 本发明涉及将应用或加权因子应用于在文档处理系统中统计的静态循环计数或“点击”。 将适当加权的加权因子应用于系统周期计数将提供对可替换元件的磨损的优越度量,以及用于确定该系统中的可替换元件的寿命终止的改进指示。 因此,可以提供系统中可更换元件的更及时的服务或替换,从而允许最小化成本和服务停机时间。

    Stepper motor automated self-test routine

    公开(公告)号:US20040162704A1

    公开(公告)日:2004-08-19

    申请号:US10369043

    申请日:2003-02-14

    Abstract: A printing apparatus includes a stepper motor automated self-test routine that gives an approximation of the state of the degradation of the stepper motor and/or its driven load. The test includes artificially increasing the starting frequency above normal and/or reducing the operation current below normal by a known and controllable amount to the stepper motor and tracking the level at which the motor is just able to start operating. By examining the magnitude and/or change in these levels, the remaining life and reliability of the motor can be predicted. Alternatively, the self-test routine could be used in conjunction with paper path sensors to determine the start time for a stepper motor. The start times are stored for trend analysis.

    RELIABILITY MODEL BASED COPY COUNT CORRECTION WITH SELF MODIFICATION DURING SYSTEM RECOVERY FOR PREDICTIVE DIAGNOSTICS
    4.
    发明申请
    RELIABILITY MODEL BASED COPY COUNT CORRECTION WITH SELF MODIFICATION DURING SYSTEM RECOVERY FOR PREDICTIVE DIAGNOSTICS 有权
    基于可靠性模型的复原计数自动修正在系统恢复预测诊断

    公开(公告)号:US20030133720A1

    公开(公告)日:2003-07-17

    申请号:US10042340

    申请日:2002-01-11

    CPC classification number: G03G15/553 G03G15/55

    Abstract: The present invention relates to providing supplemental counts or nullclicksnull to account for recovery conditions in a document processing system. Furthermore, these recovery condition nullclicksnull will be further modified depending upon the type of recovery condition encountered. The application of recovery counts thus modified when combined with the system cycle count and suitably summed will provide superior measure of the wear for a replaceable element as well as improved indication for the determination of the end of life of a replaceable element in that system. In this manner, the more timely service or substitution for that replaceable element in the system can be provided, thereby allowing costs and service down-time to be minimized.

    Abstract translation: 本发明涉及提供补充计数或“点击”以说明文件处理系统中的恢复条件。 此外,这些恢复条件“点击”将根据遇到的恢复条件的类型进一步修改。 当与系统周期数相结合并适当地相加时,如此修改的恢复计数的应用将提供对可替换元件的磨损的优越度量,以及用于确定该系统中的可替换元件的寿命终止的改进指示。 以这种方式,可以提供系统中可更换元件的更及时的服务或替代,从而允许最小化成本和服务停机时间。

    Reliability model based copy count correction during system recovery for predictive diagnostics
    5.
    发明申请
    Reliability model based copy count correction during system recovery for predictive diagnostics 有权
    基于可靠性模型的系统恢复期间的复制计数校正用于预测诊断

    公开(公告)号:US20030123885A1

    公开(公告)日:2003-07-03

    申请号:US10029330

    申请日:2001-12-28

    CPC classification number: G03G15/553

    Abstract: The present invention relates to providing supplemental counts or nullclicksnull to account for recovery conditions in a document processing system. The application of recovery counts combined with the system cycle count when suitably summed will provide superior measure of the wear for a replaceable element as well as improved indication for the determination of the end of life of a replaceable element in that system. In this manner the more timely service or substitution for that replaceable element in the system can be provided, thereby allowing costs and service down-time to be minimized.

    Abstract translation: 本发明涉及提供补充计数或“点击”以说明文件处理系统中的恢复条件。 恢复计数的应用与系统周期计数的合并相加将提供对可替换元件的磨损的优越度量,以及用于确定该系统中的可替换元件的寿命终止的改进指示。 以这种方式,可以提供系统中可更换元件的更及时的服务或替代,从而允许最小化成本和服务停机时间。

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