公开(公告)号：WO2012009724A1

公开(公告)日：2012-01-19

申请号：PCT/US2011/044389

申请日：2011-07-18

申请人： THE TRUSTEES OF COLUMBIA UNIVERSITY IN THE CITY OF NEW YORK ,  ANDERSON, Roger, N. ,  BOULANGER, Albert ,  RUDIN, Cynthia ,  WALTZ, David ,  SALLEB-AOUISSI, Ansaf ,  CHOW, Maggie ,  DUTTA, Haimonti ,  GROSS, Phil ,  HUANG, Bert ,  IEROME, Steve ,  ISAAC, Delfina ,  KRESSNER, Artie ,  PASSONNEAU, Rebecca ,  RADEVA, Axinia ,  WU, Leon

发明人： ANDERSON, Roger, N. ,  BOULANGER, Albert ,  RUDIN, Cynthia ,  WALTZ, David ,  SALLEB-AOUISSI, Ansaf ,  CHOW, Maggie ,  DUTTA, Haimonti ,  GROSS, Phil ,  HUANG, Bert ,  IEROME, Steve ,  ISAAC, Delfina ,  KRESSNER, Artie ,  PASSONNEAU, Rebecca ,  RADEVA, Axinia ,  WU, Leon

IPC分类号： G06E1/00

CPC分类号： G06F19/00 ,  G05B23/0229 ,  G05B23/0281 ,  G06N99/005 ,  Y04S10/522

摘要： Ranking a collection of filtered propensity to failure metrics of like components within an electrical grid that includes a raw data assembly to provide raw data representative of the like components within the electrical grid; a data processor coupled to the raw data assembly to convert the raw data to more uniform data via one or more data processing techniques, a database, to store the more uniform data, a machine learning engine to provide a collection of propensity to failure metrics for the like components, an evaluation engine, operatively coupled to the machine learning engine, to detect and remove non-complying metrics from the collection of propensity to failure metrics and to provide the collection of filtered propensity to failure metrics; and a decision support application, configured to display a ranking of the collection of filtered propensity to failure metrics of like components within the electrical grid.

摘要翻译： 对包含原始数据组合的电网内的类似组件的过滤失效度量的集合进行排序，以提供表示电网内相似组件的原始数据; 耦合到原始数据组件的数据处理器，用于经由一个或多个数据处理技术将原始数据转换成更统一的数据，数据库，用于存储更均匀的数据;机器学习引擎，用于提供对故障度量倾向的集合 类似的组件，可操作地耦合到机器学习引擎的评估引擎，用于从收集失败度量的倾向中检测和去除不符合指标，并提供过滤的失败度量倾向的收集; 以及决策支持应用，其被配置为显示对所述电网内的相同组件的失效度量的过滤倾向的收集的排序。