公开(公告)号：US08819065B2

公开(公告)日：2014-08-26

申请号：US13179125

申请日：2011-07-08

申请人： Wei Shan Dong ,  Arun Hampapur ,  Zhong Bo Jiang ,  Hongfei Li ,  Xuan Liu ,  Wei Sun

发明人： Wei Shan Dong ,  Arun Hampapur ,  Zhong Bo Jiang ,  Hongfei Li ,  Xuan Liu ,  Wei Sun

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06F17/30241 ,  G06F17/30592

摘要： A system, method and computer program product for mining a rule including spatial information and non-spatial information by using a SAR (Spatial Association Rule) mining tool. The computing system is configured to construct an expanded spatial predicate transaction table for reference spatial objects and a generalized taxonomy for task-relevant spatial objects. The computing system is configured to run the SAR mining tool with the constructed expanded spatial predicate transaction and the generalized taxonomy. The computing system outputs, from the SAR mining tool, a set of generalized spatial association rules for the reference spatial objects. The generalized spatial association rule includes the spatial information and non-spatial information, associated with both the reference spatial objects and the task-relevant spatial objects.

摘要翻译： 一种用于通过使用SAR（空间关联规则）挖掘工具挖掘包括空间信息和非空间信息的规则的系统，方法和计算机程序产品。 计算系统被配置为构建用于参考空间对象的扩展空间谓词事务表和用于任务相关空间对象的广义分类法。 计算系统配置为运行SAR挖掘工具，其中构建了扩展的空间谓词事务和广义分类法。 计算系统从SAR挖掘工具输出一组用于参考空间对象的广义空间关联规则。 广义空间关联规则包括与参考空间对象和任务相关的空间对象相关联的空间信息和非空间信息。

公开(公告)号：US20120316906A1

公开(公告)日：2012-12-13

申请号：US13569891

申请日：2012-08-08

申请人： ARUN HAMPAPUR ,  Hongfei Li ,  Andrew J. Davenport ,  Shilpa Mahatma ,  Lexing Xie ,  Rogerio S. Feris ,  Wei Shan Dong ,  Zhong Bo Jiang ,  Hao Wang ,  Jing Xiao ,  Chunhua Tian

发明人： ARUN HAMPAPUR ,  Hongfei Li ,  Andrew J. Davenport ,  Shilpa Mahatma ,  Lexing Xie ,  Rogerio S. Feris ,  Wei Shan Dong ,  Zhong Bo Jiang ,  Hao Wang ,  Jing Xiao ,  Chunhua Tian

IPC分类号： G06Q10/06

CPC分类号： G06Q10/06 ,  G06Q10/0635 ,  Y02P90/86

摘要： A method for determining a maintenance schedule of geographically dispersed physical assets includes receiving asset data including infrastructure relationships between the assets, modeling failure risk of the assets based on spatial, temporal and network relationships, and producing the maintenance schedule according to a combination of the risk model, asset data, maintenance, and external operation constraints. The maintenance schedule may be corrective and/or strategic.

摘要翻译： 用于确定地理上分散的物理资产的维护计划的方法包括接收资产数据，包括资产之间的基础设施关系，基于空间，时间和网络关系的资产的建模失败风险，以及根据风险的组合产生维护计划 模型，资产数据，维护和外部操作限制。 维护计划可能是纠正和/或策略性的。

公开(公告)号：US20120173301A1

公开(公告)日：2012-07-05

申请号：US12984019

申请日：2011-01-04

申请人： Wei Shan Dong ,  Rogerio S. Feris ,  Arun Hampapur ,  Zhong Bo Jiang ,  Shilpa N. Mahatma ,  Wei Sun ,  Lexing Xie

发明人： Wei Shan Dong ,  Rogerio S. Feris ,  Arun Hampapur ,  Zhong Bo Jiang ,  Shilpa N. Mahatma ,  Wei Sun ,  Lexing Xie

IPC分类号： G06Q10/00

CPC分类号： G06Q10/0635

摘要： A system and method for mining the failure association rules of geographically dispersed physical assets is provided. One approach of the present invention has steps of joining input data sources, extracting spatio-temporal (ST) information, quantilizing ST continuous value in automated manner, or based on pre-built knowledge, applying association rule mining algorithm to find associations between attributes and failure and outputting identified ST failure association rules.

摘要翻译： 提供了一种用于挖掘地理分散实物资产故障关联规则的系统和方法。 本发明的一种方法具有连接输入数据源，以自动方式提取时空（ST）信息，量化ST连续值或基于预构建知识的步骤，应用关联规则挖掘算法来查找属性与 故障并输出确定的ST故障关联规则。

公开(公告)号：US20120173300A1

公开(公告)日：2012-07-05

申请号：US12983556

申请日：2011-01-03

申请人： 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

发明人： 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分类号： G06Q10/00 ,  G06Q90/00

CPC分类号： G06Q10/0631 ,  G06Q10/063 ,  G06Q10/0635 ,  G06Q10/20 ,  G06Q99/00

摘要： 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.

摘要翻译： 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：US09311615B2

公开(公告)日：2016-04-12

申请号：US12983556

申请日：2011-01-03

申请人： 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

发明人： 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分类号： G06Q10/00 ,  G06Q10/06 ,  G06Q99/00

CPC分类号： G06Q10/0631 ,  G06Q10/063 ,  G06Q10/0635 ,  G06Q10/20 ,  G06Q99/00

摘要： 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.

公开(公告)号：US20130013640A1

公开(公告)日：2013-01-10

申请号：US13179125

申请日：2011-07-08

申请人： Wei Shan Dong ,  Arun Hampapur ,  Zhong Bo Jiang ,  Hongfei Li ,  Xuan Liu ,  Wei Sun

发明人： Wei Shan Dong ,  Arun Hampapur ,  Zhong Bo Jiang ,  Hongfei Li ,  Xuan Liu ,  Wei Sun

IPC分类号： G06F17/30

CPC分类号： G06F17/30241 ,  G06F17/30592

摘要： A system, method and computer program product for mining a rule including spatial information and non-spatial information by using a SAR (Spatial Association Rule) mining tool. The computing system is configured to construct an expanded spatial predicate transaction table for reference spatial objects and a generalized taxonomy for task-relevant spatial objects. The computing system is configured to run the SAR mining tool with the constructed expanded spatial predicate transaction and the generalized taxonomy. The computing system outputs, from the SAR mining tool, a set of generalized spatial association rules for the reference spatial objects. The generalized spatial association rule includes the spatial information and non-spatial information, associated with both the reference spatial objects and the task-relevant spatial objects.

摘要翻译： 一种用于通过使用SAR（空间关联规则）挖掘工具挖掘包括空间信息和非空间信息的规则的系统，方法和计算机程序产品。 计算系统被配置为构建用于参考空间对象的扩展空间谓词事务表和用于任务相关空间对象的广义分类法。 计算系统配置为运行SAR挖掘工具，其中构建了扩展的空间谓词事务和广义分类法。 计算系统从SAR挖掘工具输出一组用于参考空间对象的广义空间关联规则。 广义空间关联规则包括与参考空间对象和任务相关的空间对象相关联的空间信息和非空间信息。

公开(公告)号：US20120059684A1

公开(公告)日：2012-03-08

申请号：US12874979

申请日：2010-09-02

申请人： ARUN HAMPAPUR ,  HONGFEI LI ,  ANDREW J. DAVENPORT ,  SHILPA MAHATMA ,  LEXING XIE ,  ROGERIO S. FERIS ,  WEI SHAN DONG ,  ZHONG BO JIANG ,  HAO WANG ,  JING XIAO ,  CHUNHUA TIAN

发明人： ARUN HAMPAPUR ,  HONGFEI LI ,  ANDREW J. DAVENPORT ,  SHILPA MAHATMA ,  LEXING XIE ,  ROGERIO S. FERIS ,  WEI SHAN DONG ,  ZHONG BO JIANG ,  HAO WANG ,  JING XIAO ,  CHUNHUA TIAN

IPC分类号： G06Q10/00

CPC分类号： G06Q10/06 ,  G06Q10/0635 ,  Y02P90/86

摘要： A method for determining a maintenance schedule of geographically dispersed physical assets includes receiving asset data including infrastructure relationships between the assets, modeling failure risk of the assets based on spatial, temporal and network relationships, and producing the maintenance schedule according to a combination of the risk model, asset data, maintenance, and external operation constraints. The maintenance schedule may be corrective and/or strategic.

摘要翻译： 用于确定地理上分散的物理资产的维护计划的方法包括接收资产数据，包括资产之间的基础设施关系，基于空间，时间和网络关系的资产的建模失败风险，以及根据风险的组合产生维护计划 模型，资产数据，维护和外部操作限制。 维护计划可能是纠正和/或策略性的。