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    • 6. 发明申请
    • DISTRIBUTION NETWORK MAINTENANCE PLANNING
    • 分销网络维护计划
    • US20130041705A1
    • 2013-02-14
    • US13205190
    • 2011-08-08
    • Arun HampapurJayant R. KalagnanamEmmanuel YashchinYada Zhu
    • Arun HampapurJayant R. KalagnanamEmmanuel YashchinYada Zhu
    • G06Q10/00
    • G06Q10/10G06Q10/06
    • A system, method and computer program product for maintaining an infrastructure of components. The system receives structured data, unstructured data, and infrastructure data from a database. The system runs at least one statistical and optimization modeler with one or more of: the received structured data, the received unstructured data and the received infrastructure data, in order to calculate a health index of at least one component of the infrastructure. The health index represents a health attribute of the at least one component. The system establishes at least one maintenance plan of the infrastructure, based on the calculated health index. Each established maintenance plan is associated with at least one health index. The system compares health indices of the at least one established maintenance plan. The system selects a plan, among the at least one established maintenance plan, whose health index is a maximum among the compared health indices.
    • 一种用于维护组件基础设施的系统,方法和计算机程序产品。 系统从数据库接收结构化数据,非结构化数据和基础架构数据。 该系统运行至少一个统计和优化建模器,具有以下一个或多个:接收的结构化数据,接收的非结构化数据和接收的基础设施数据,以便计算基础设施的至少一个组件的健康指数。 健康指数表示至少一个组件的健康属性。 系统根据计算出的健康指数建立基础设施的至少一个维护计划。 每个既定的维护计划与至少一个健康指数相关联。 该系统比较至少一个已建立的维护计划的健康指数。 所述系统在所述至少一个已建立的维护计划中选择其健康指数在所述健康指数中的最大值的计划。
    • 8. 发明申请
    • Method for detection of hazard rate increase in time-managed lifetime data
    • 检测时间管理寿命数据危险率增加的方法
    • US20080065465A1
    • 2008-03-13
    • US11519787
    • 2006-09-13
    • Stephen RestivoEmmanuel Yashchin
    • Stephen RestivoEmmanuel Yashchin
    • G06Q10/00G07G1/00G06F17/30G06Q30/00
    • G06Q30/06G06Q10/0635
    • A method for detecting a hazard rate increase in time-managed lifetime data includes specifying acceptable and unacceptable levels of a shape parameter, summarizing rows of a data table by pre-specified criterion and consolidating the data table into a less refined block representation, computing bias-adjusted estimators of the shape parameter for every block in the data table, computing weights wi, i=1, 2, . . . , N corresponding to the estimators ĉi, the weights wi decreasing as the variance of ĉi increases, computing a threshold h to be applied to a set s1, s2, . . . , sN defined by s0=0, si=max[0, si-1+wi (ĉi−k)], I=1,2, . . . ,N, and applying the threshold to the set s1, s2, . . . , sN that was observed and establishing whether smax>h, where smax=max [s1, s2, . . . , sN].
    • 用于检测时间管理的寿命数据中的危险率增加的方法包括指定形状参数的可接受和不可接受的级别,通过预先指定的标准来总结数据表的行并将数据表合并为较不精细的块表示,计算偏差 - 数据表中每个块的形状参数的调整估计量,计算权重w i i i,i = 1,2。 。 。 ,N对应于估计器c i,随着c i i的方差而减小的权重越大,计算要应用的阈值h 到一个集合1 ,s 2 。 。 。 由s 0 0定义的s N i = 1,...,i max = 0,..., (i-1)],I = 1,2,...。 。 。 ,N,并将阈值应用于集合s 1,S 2,...。 。 。 ,观察到的,并且确定是否最小> h,其中s max = max [s 1 / s 2,..., 。 。 ,N N]。