公开(公告)号：US10534361B2

公开(公告)日：2020-01-14

申请号：US14090154

申请日：2013-11-26

Applicant: ABB Technology Ltd.

Inventor： Karen J. Smiley ,  Steven Thomas Zyglowicz ,  Shakeel M. Mahate ,  Chihhung Hou

IPC: G05B23/02 ,  G06Q10/06

Abstract: Among other things, one or more techniques and/or systems are provided for generating a health profile of an industrial asset based upon data pertaining to such an industrial asset. The health profile describes an expected condition of the industrial asset during a prediction period, a predicted cause of the expected condition, and/or a predicted impact of the expected condition. In some embodiments, the health profile is generated using a model that is configured to be periodically and/or intermittently updated. Further, in some embodiments, a diagnostic profile may be generated describing diagnostic actions that may be taken to improve predictions included within a health profile and/or to improve a confidence in one or more of those predictions.

公开(公告)号：US20140365271A1

公开(公告)日：2014-12-11

申请号：US14090154

申请日：2013-11-26

Applicant: ABB Technology Ltd.

Inventor： Karen J. Smiley ,  Steven Thomas Zyglowicz ,  Shakeel M. Mahate ,  Chihhung Hou

IPC: G06Q10/06

Abstract: Among other things, one or more techniques and/or systems are provided for generating a health profile of an industrial asset based upon data pertaining to such an industrial asset. The health profile describes an expected condition of the industrial asset during a prediction period, a predicted cause of the expected condition, and/or a predicted impact of the expected condition. In some embodiments, the health profile is generated using a model that is configured to be periodically and/or intermittently updated. Further, in some embodiments, a diagnostic profile may be generated describing diagnostic actions that may be taken to improve predictions included within a health profile and/or to improve a confidence in one or more of those predictions.

Abstract translation: 除其他之外，提供了一种或多种技术和/或系统，用于基于与这种工业资产有关的数据来生成工业资产的健康概况。 健康概况描述了预测期间工业资产的预期状况，预期状况的预测原因和/或预期状况的预测影响。 在一些实施例中，使用被配置为周期性地和/或间歇地更新的模型来生成健康简档。 此外，在一些实施例中，可以生成诊断简档，描述可用于改进包括在健康简档内的预测的诊断动作和/或提高对这些预测中的一个或多个的置信度。

公开(公告)号：US20140365191A1

公开(公告)日：2014-12-11

申请号：US14142027

申请日：2013-12-27

Applicant: ABB Technology Ltd.

Inventor： Steven Thomas Zyglowicz ,  Karen J. Smiley ,  Shakeel M. Mahate ,  Chihhung Hou

IPC: G06F17/50

CPC classification number: G06F17/5009 ,  G06Q10/04 ,  G06Q10/06311 ,  G06Q10/067 ,  G06Q10/20 ,  G06Q50/06 ,  Y02P90/86

Abstract: Among other things, one or more techniques and/or systems are provided for updating a model for generating a health profile of an industrial asset based upon data pertaining to the industrial asset. The health profile comprises a maintenance plan(s), which respectively comprise one or more recommended maintenance actions to be performed with respect to the industrial asset during a prediction period. The model may be periodically and/or intermittently updated based upon a comparison between the recommended maintenance actions and actual events of the industrial asset during the prediction period. Moreover, in some embodiments, different models may be selected for generating future health profiles of the industrial asset based upon a comparison between the recommended maintenance actions and actual events of the industrial asset during the prediction period.

Abstract translation: 除其他之外，提供了一种或多种技术和/或系统，用于基于与工业资产相关的数据来更新用于生成工业资产的健康概况的模型。 卫生简档包括维护计划，其分别包括在预测期间内关于工业资产执行的一个或多个推荐的维护动作。 可以基于推荐的维护操作与工业资产在预测期间的实际事件之间的比较来定期和/或间歇地更新该模型。 此外，在一些实施例中，可以基于在推荐的维护动作与工业资产在预测期间的实际事件之间的比较来选择不同的模型来生成工业资产的未来健康概况。