公开(公告)号：US09299046B2

公开(公告)日：2016-03-29

申请号：US14259528

申请日：2014-04-23

Applicant: International Business Machines Corporation

Inventor： Andrew J. Davenport ,  Wei Shan Dong ,  Frank D. Fenhagen, IV ,  Arun Hampapur ,  Zhong Bo Jiang ,  Jayant R. Kalagnanam ,  Hongfei Li ,  Shilpa N. Mahatma ,  Wei Sun ,  Lexing Xie

IPC: G06Q10/00 ,  G06Q10/06 ,  G06Q99/00

CPC classification number: G06Q10/0631 ,  G06Q10/063 ,  G06Q10/0635 ,  G06Q10/20 ,  G06Q99/00

Abstract: An approach for infrastructure asset management is provided. This approach comprises an end-to-end analytics driven maintenance approach that can take data about physical assets and additional external data, and apply advanced analytics to the data to generate business insight, foresight and planning information. Specifically, this approach uses a maintenance analysis tool, which is configured to: receive data about a set of physical assets of an infrastructure, and analyze the data about the set of physical assets to predict maintenance requirements for each of the set of physical assets. The maintenance analysis tool further comprises an output component configured to generate a maintenance plan based on the predicted maintenance requirements for each of the set of physical assets.

Abstract translation: 提供了基础设施资产管理的方法。 这种方法包括端到端分析驱动的维护方法，可以获取有关物理资产和其他外部数据的数据，并将高级分析应用于数据，以生成业务洞察力，远见和规划信息。 具体来说，此方法使用维护分析工具，该工具被配置为：接收关于一组基础设施的物理资产的数据，并分析有关该物理资产集合的数据，以预测每组物理资产的维护需求。 所述维护分析工具还包括输出部件，其被配置为基于所述一组物理资产中的每一个的预测的维护要求来生成维护计划。

公开(公告)号：US10303801B2

公开(公告)日：2019-05-28

申请号：US15390239

申请日：2016-12-23

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Matthew L. Hill ,  John R. Kender ,  Apostol I. Natsev ,  John R. Smith ,  Lexing Xie

IPC: G06F7/00 ,  G06F17/30

Abstract: A system and method for analyzing visual memes includes identifying visual memes associated with at least one topic in a data source. The visual memes propagated over time are tracked to extract information associated with identified visual memes. The information associated with the visual memes is analyzed to determine at least one of generation, propagation, and use of the identified memes.

公开(公告)号：US20150073862A1

公开(公告)日：2015-03-12

申请号：US14536960

申请日：2014-11-10

Applicant: International Business Machines Corporation

Inventor： Andrew J. Davenport ,  Arun Hampapur ,  Shilpa N. Mahatma ,  Lexing Xie

IPC: G06Q10/06 ,  G06Q10/00

CPC classification number: G06Q10/0635 ,  G06Q10/0631 ,  G06Q10/20

Abstract: A preventative maintenance method and a system for estimating the risk of failure of an asset based on intrinsic parameters such as failure history combined with causative factors like weather and independent external risk factors such as vandalism and risk of flooding. The present invention may further have a system for estimating the risk of failure of an asset based on intrinsic parameters, such as failure history combined with causative factors such as weather and independent external risk factors like vandalism and risk of flooding having a location based asset/service failure risk estimator, an external risk estimates database for feeding and an integrated failure risk database, the external risk estimates database feeding the integrated failure risk database.

Abstract translation: 一种预防性维护方法和一种基于内部参数（如失败历史）与诸如天气和独立外部风险因素（如破坏行为和洪水风险）等因果因素相结合的资产估计风险的系统。 本发明还可以具有用于基于内在参数来估计资产失效风险的系统，诸如故障历史与诸如天气和独立的外部风险因素之类的因果关系，诸如破坏行为和具有基于位置的资产/ 服务失败风险估算器，用于喂养的外部风险估计数据库和综合失败风险数据库，外部风险估算数据库为整合的故障风险数据库提供服务。

公开(公告)号：US20140236650A1

公开(公告)日：2014-08-21

申请号：US14259528

申请日：2014-04-23

Applicant: International Business Machines Corporation

Inventor： Andrew J. Davenport ,  Wei Shan Dong ,  Frank D. Fenhagen, IV ,  Arun Hampapur ,  Zhong Bo Jiang ,  Jayant R. Kalagnanam ,  Hongfei Li ,  Shilpa N. Mahatma ,  Wei Sun ,  Lexing Xie

IPC: G06Q10/06

CPC classification number: G06Q10/0631 ,  G06Q10/063 ,  G06Q10/0635 ,  G06Q10/20 ,  G06Q99/00

Abstract: An approach for infrastructure asset management is provided. This approach comprises an end-to-end analytics driven maintenance approach that can take data about physical assets and additional external data, and apply advanced analytics to the data to generate business insight, foresight and planning information. Specifically, this approach uses a maintenance analysis tool, which is configured to: receive data about a set of physical assets of an infrastructure, and analyze the data about the set of physical assets to predict maintenance requirements for each of the set of physical assets. The maintenance analysis tool further comprises an output component configured to generate a maintenance plan based on the predicted maintenance requirements for each of the set of physical assets.

Abstract translation: 提供了基础设施资产管理的方法。 这种方法包括端到端分析驱动的维护方法，可以获取有关物理资产和其他外部数据的数据，并将高级分析应用于数据，以生成业务洞察力，远见和规划信息。 具体来说，此方法使用维护分析工具，该工具被配置为：接收关于一组基础设施的物理资产的数据，并分析有关该物理资产集合的数据，以预测每组物理资产的维护需求。 所述维护分析工具还包括输出部件，其被配置为基于所述一组物理资产中的每一个的预测的维护要求来生成维护计划。