公开(公告)号：US20160004794A1

公开(公告)日：2016-01-07

申请号：US14322488

申请日：2014-07-02

Applicant: General Electric Company

Inventor： Johan Michael Reimann ,  Christopher Donald Johnson ,  Dongrui Wu ,  Scott Charles Evans ,  Richard Edward Kleinhample ,  Achalesh K. Pandey

IPC: G06F17/50 ,  G06F17/18

CPC classification number: G06F17/5004

Abstract: According to some embodiments, a model building platform may receive a set of historic industrial plant parameters associated with operation of a plurality of industrial plants over a period of time. The model building platform may automatically create a generative model based on relationships detected within the set of historic industrial plant parameters. A model execution platform may then receive incomplete industrial plant information associated with a particular industrial plant, and automatically generate supplemented industrial plant data based on the received incomplete industrial plant information and the generative model. An indication of the supplemented industrial plant data may then be output.

Abstract translation: 根据一些实施例，模型构建平台可以在一段时间内接收与多个工业设备的操作相关联的一组历史工业设备参数。 模型构建平台可以根据历史工厂参数集中检测到的关系自动创建生成模型。 然后，模型执行平台可以接收与特定工业工厂相关联的不完整的工厂工厂信息，并且基于所接收的不完整的工厂设备信息和生成模型自动生成补充的工业工厂数据。 然后可以输出补充的工业工厂数据的指示。