公开(公告)号：US20140358601A1

公开(公告)日：2014-12-04

申请号：US13908425

申请日：2013-06-03

Applicant: ABB Research Ltd.

Inventor： Karen J. Smiley ,  Shakeel M. Mahate ,  Chihhung Hou ,  Paul F. Wood

IPC: G06Q10/06

CPC classification number: G06Q10/0635

Abstract: Among other things, one or more techniques and/or systems are provided for developing a health profile of an industrial asset based upon data pertaining to such an industrial asset. At least some of the data is transformed into primary state indicators, respectively representative of the status or condition of an aspect of the industrial asset. Using the primary state indicators, one or more events that are likely to occur to the industrial asset are identified and a health profile is developed based upon such events. The health profile may describe maintenance actions that will reduce a likelihood of an event(s) occurring, may describe a business impact on an entity associated with the industrial asset if an event(s) occurs, and/or may describe a performance impact on the industrial asset if an event(s) occurs, for example.

Abstract translation: 除其他之外，还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开发工业资产的健康概况。 至少部分数据转化为主要状态指标，分别代表工业资产的一个方面的状况或状况。 使用主要状态指标，确定工业资产可能发生的一个或多个事件，并基于这些事件开发健康概况。 健康概况可以描述将减少发生事件的可能性的维护行动，如果事件发生，则可以描述对与工业资产相关联的实体的业务影响，和/或可以描述对业务影响 例如事件发生时的工业资产。

公开(公告)号：US09665843B2

公开(公告)日：2017-05-30

申请号：US13908425

申请日：2013-06-03

Applicant: ABB Research Ltd.

Inventor： Karen J. Smiley ,  Shakeel M. Mahate ,  Chihhung Hou ,  Paul F. Wood

IPC: G06Q10/06

CPC classification number: G06Q10/0635

Abstract: Among other things, one or more techniques and/or systems are provided for developing a health profile of an industrial asset based upon data pertaining to such an industrial asset. At least some of the data is transformed into primary state indicators, respectively representative of the status or condition of an aspect of the industrial asset. Using the primary state indicators, one or more events that are likely to occur to the industrial asset are identified and a health profile is developed based upon such events. The health profile may describe maintenance actions that will reduce a likelihood of an event(s) occurring, may describe a business impact on an entity associated with the industrial asset if an event(s) occurs, and/or may describe a performance impact on the industrial asset if an event(s) occurs, for example.

公开(公告)号：US09418183B2

公开(公告)日：2016-08-16

申请号：US13913926

申请日：2013-06-10

Applicant: ABB Research Ltd.

Inventor： Shakeel M. Mahate ,  Paul F. Wood ,  Karen J. Smiley

IPC: G06G7/48 ,  G06F17/50 ,  G05B17/02 ,  G05B23/02 ,  G06F9/44

CPC classification number: G06F17/5009 ,  G05B17/02 ,  G05B23/0208 ,  G05B2219/32155 ,  G05B2219/34202 ,  G06F8/34 ,  Y02P90/86

Abstract: Among other things, one or more techniques and/or systems are provided for facilitating development, by a user, of a model describing a condition of an industrial asset. An output parameter of the model can be defined within a model development environment. The output parameter describes a condition of the industrial asset and can be defined using one or more variables. During deployment of the model within a deployment environment, respective variables of the model can be mapped to a data store where data associated with the variable is located. In this way, during development, a user can specify variables to be used within the model without specifying where to fetch and/or push data associated with the variable, for example. Further, the model can be executed within the deployment environment to assess the condition for a plurality of industrial assets.

Abstract translation: 除其他之外，还提供了一种或多种技术和/或系统，用于促进用户开发描述工业资产状况的模型。 可以在模型开发环境中定义模型的输出参数。 输出参数描述工业资产的条件，可以使用一个或多个变量定义。 在部署环境中部署模型期间，模型的相应变量可以映射到与变量关联的数据所在的数据存储区。 以这种方式，在开发期间，用户可以指定要在模型中使用的变量，而不指定例如提取和/或推送与变量相关联的数据的位置。 此外，该模型可以在部署环境中执行，以评估多个工业资产的状况。

公开(公告)号：US20140279948A1

公开(公告)日：2014-09-18

申请号：US13800926

申请日：2013-03-13

Applicant: ABB RESEARCH LTD.

Inventor： Shakeel Mahamood Mahate ,  Karen J. Smiley ,  Paul F. Wood

IPC: G06F17/30

CPC classification number: G06F17/3053 ,  G06Q10/10

Abstract: Among other things, one or more techniques and/or systems are provided for developing a timeline chronicling events pertaining to an industrial asset. Data is received from a plurality of assets, processed (e.g., to reduce duplicative and/or redundant data), and organized chronologically for presentation in a timeline. The data is further grouped and/or prioritized to display some portions of the data more prominently relative to other portions of the data in the timeline (e.g., which may be hidden). Grouping rules and/or prioritization rules for grouping and/or prioritizing the data may be a function of user interaction with the timeline and/or a function of a machine learning algorithm which may be configured to identify patterns in how users interact with the timeline based upon, among other things, a role the user plays relative to the industrial asset and/or an operating state of the industrial asset.

Abstract translation: 除其他之外，提供了一种或多种技术和/或系统用于开发与工业资产有关的时间轴记录事件。 从多个资产接收数据，处理（例如，以减少重复和/或冗余数据），并按时间顺序组织以在时间线中呈现数据。 数据被进一步分组和/或优先化以相对于时间线中的数据的其他部分（例如，其可以被隐藏）更显着地显示数据的一些部分。 用于对数据进行分组和/或优先化排序的分组规则和/或优先级规则可以是用户与时间线的交互和/或机器学习算法的功能的函数，所述机器学习算法可以被配置为识别用户如何与基于时间轴的交互的模式 其中包括用户对工业资产和/或工业资产的经营状态的作用。

公开(公告)号：US09547695B2

公开(公告)日：2017-01-17

申请号：US13800926

申请日：2013-03-13

Applicant: ABB Research Ltd.

Inventor： Shakeel Mahamood Mahate ,  Karen J. Smiley ,  Paul F. Wood

IPC: G06F17/30 ,  G06Q10/10

CPC classification number: G06F17/3053 ,  G06Q10/10

Abstract: Among other things, one or more techniques and/or systems are provided for developing a timeline chronicling events pertaining to an industrial asset. Data is received from a plurality of assets, processed (e.g., to reduce duplicative and/or redundant data), and organized chronologically for presentation in a timeline. The data is further grouped and/or prioritized to display some portions of the data more prominently relative to other portions of the data in the timeline (e.g., which may be hidden). Grouping rules and/or prioritization rules for grouping and/or prioritizing the data may be a function of user interaction with the timeline and/or a function of a machine learning algorithm which may be configured to identify patterns in how users interact with the timeline based upon, among other things, a role the user plays relative to the industrial asset and/or an operating state of the industrial asset.

Abstract translation: 除其他之外，提供了一种或多种技术和/或系统用于开发与工业资产有关的时间轴记录事件。 从多个资产接收数据，处理（例如，以减少重复和/或冗余数据），并按时间顺序组织以在时间线中呈现数据。 数据被进一步分组和/或优先化以相对于时间线中的数据的其他部分（例如，其可以被隐藏）更显着地显示数据的一些部分。 用于对数据进行分组和/或优先化排序的分组规则和/或优先级规则可以是用户与时间线的交互和/或机器学习算法的功能的函数，所述机器学习算法可以被配置为识别用户如何与基于时间轴的交互的模式 其中包括用户对工业资产和/或工业资产的经营状态的作用。

公开(公告)号：US20140365190A1

公开(公告)日：2014-12-11

申请号：US13913926

申请日：2013-06-10

Applicant: ABB Research Ltd.

Inventor： Shakeel M. Mahate ,  Paul F. Wood ,  Karen J. Smiley

IPC: G06F17/50

CPC classification number: G06F17/5009 ,  G05B17/02 ,  G05B23/0208 ,  G05B2219/32155 ,  G05B2219/34202 ,  G06F8/34 ,  Y02P90/86

Abstract: Among other things, one or more techniques and/or systems are provided for facilitating development, by a user, of a model describing a condition of an industrial asset. An output parameter of the model can be defined within a model development environment. The output parameter describes a condition of the industrial asset and can be defined using one or more variables. During deployment of the model within a deployment environment, respective variables of the model can be mapped to a data store where data associated with the variable is located. In this way, during development, a user can specify variables to be used within the model without specifying where to fetch and/or push data associated with the variable, for example. Further, the model can be executed within the deployment environment to assess the condition for a plurality of industrial assets.

Abstract translation: 除其他之外，还提供了一种或多种技术和/或系统，用于促进用户开发描述工业资产状况的模型。 可以在模型开发环境中定义模型的输出参数。 输出参数描述工业资产的条件，可以使用一个或多个变量定义。 在部署环境中部署模型期间，模型的相应变量可以映射到与变量关联的数据所在的数据存储区。 以这种方式，在开发期间，用户可以指定要在模型中使用的变量，而不指定例如提取和/或推送与变量相关联的数据的位置。 此外，该模型可以在部署环境中执行，以评估多个工业资产的状况。