公开(公告)号：US10599648B2

公开(公告)日：2020-03-24

申请号：US14808730

申请日：2015-07-24

Applicant: Applied Materials, Inc.

Inventor： Jamini Samantaray ,  Pramode Kumar Sutrave ,  Jigar Bhadriklal Patel ,  Thomas Bowyer ,  Muthukumar Ramalingam

IPC: G06F16/24 ,  G06F16/2453 ,  G06F16/28 ,  G06F16/2455

Abstract: Embodiments presented herein provide techniques for managing data in manufacturing systems. One embodiment includes receiving a set of data from a plurality of devices operating in a manufacturing environment. A portion of the set of data is written by a data management application to both a relational database and a distributed storage cluster that includes a plurality of storage nodes in a distributed computing environment. Upon receiving a query to extract a subset of data from the set of data, the query is analyzed to determine attributes of the query. Based, in part on the analysis, one of the relational database and the distributed storage cluster is selected for processing the query.

公开(公告)号：US20150039118A1

公开(公告)日：2015-02-05

申请号：US14445250

申请日：2014-07-29

Applicant: Applied Materials, Inc.

Inventor： Jamini Samantaray ,  John Scoville

IPC: G05B19/418

CPC classification number: G05B19/41875 ,  G05B2219/32194 ,  Y02P90/12 ,  Y02P90/14 ,  Y02P90/22

Abstract: An event processing system identifies a process event associated with an identified defect in a manufacturing process. The event processing system selects a plurality of data elements from a manufacturing data source based on the process event. The manufacturing data source is associated with the manufacturing process during execution of the manufacturing process. During execution of the manufacturing process, the event processing system applies an event rule to the plurality of data elements to determine whether the event rule is satisfied. During execution of the manufacturing process, the event processing system performs a predefined action upon determining that the event rule is satisfied and selects additional data elements from the manufacturing data source upon determining that the event rule is not satisfied.

Abstract translation: 事件处理系统识别在制造过程中与所识别的缺陷相关联的过程事件。 事件处理系统基于处理事件从制造数据源中选择多个数据元素。 在制造过程的执行期间，制造数据源与制造过程相关联。 在执行制造过程期间，事件处理系统将事件规则应用于多个数据元素以确定事件规则是否被满足。 在执行制造过程期间，事件处理系统在确定事件规则被满足并且在确定事件规则不被满足时从制造数据源中选择附加数据元素时执行预定义的动作。

公开(公告)号：US10120372B2

公开(公告)日：2018-11-06

申请号：US14445250

申请日：2014-07-29

Applicant: Applied Materials, Inc.

Inventor： Jamini Samantaray ,  John Scoville

IPC: G05B19/41 ,  G05B19/418

Abstract: An event processing system identifies a process event associated with an identified defect in a manufacturing process. The event processing system selects a plurality of data elements from a manufacturing data source based on the process event. The manufacturing data source is associated with the manufacturing process during execution of the manufacturing process. During execution of the manufacturing process, the event processing system applies an event rule to the plurality of data elements to determine whether the event rule is satisfied. During execution of the manufacturing process, the event processing system performs a predefined action upon determining that the event rule is satisfied and selects additional data elements from the manufacturing data source upon determining that the event rule is not satisfied.

公开(公告)号：US20140006338A1

公开(公告)日：2014-01-02

申请号：US13929615

申请日：2013-06-27

Applicant: Applied Materials, Inc.

Inventor： Scott Watson ,  Jamini Samantaray ,  John Scoville ,  James Moyne

IPC: G06F17/30

CPC classification number: G06F16/254

Abstract: A big data analytics system obtains a plurality of manufacturing parameters associated with a manufacturing facility. The big data analytics system identifies first real-time data from a plurality of data sources to store in memory-resident storage based on the plurality of manufacturing parameters. The plurality of data sources are associated with the manufacturing facility. The big data analytics system obtains second real-time data from the plurality of data sources to store in distributed storage based on the plurality of manufacturing parameters.

Abstract translation: 大数据分析系统获得与制造设备相关联的多个制造参数。 大数据分析系统基于多个制造参数识别来自多个数据源的第一实时数据以存储在存储器驻留的存储器中。 多个数据源与制造设备相关联。 大数据分析系统基于多个制造参数从多个数据源获得第二实时数据以存储在分布式存储器中。