公开(公告)号：US11582127B2

公开(公告)日：2023-02-14

申请号：US17209810

申请日：2021-03-23

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Francisco P. Maturana ,  Dennis Jinghui Luo ,  Robert Nunoo ,  Nikhil Ashok Patange ,  Krutika Sanjay Kansara ,  Jay W. Schiele

IPC: H04L43/0852 ,  H04L43/0882 ,  H04L43/062 ,  H04L43/10 ,  H04L41/12

Abstract: A reactive buffering system for use in IIoT data pipelines dynamically adjusts data accumulation and delivery by a node of a pipeline based on aggregated downstream metrics representing current data processing latencies of downstream nodes. Based on these downstream performance metrics, a reactive node that adjusts the size of the next data batch to be sent to an adjacent downstream node. The nodes of the data pipeline are configured to support a request-response based handshaking protocol whereby the nodes that send data to downstream nodes maintain up-to-date performance level information from adjacent downstream nodes. With this performance information, together with pipeline priorities, the sending node (or reactive node) adjusts the transmission rate and intermediate buffering of data. In this way, the nodes of the pipeline can dynamically regulate interim data storage to avoid overwhelming the pipeline system with too much data during periods of high latency.

公开(公告)号：US20240370007A1

公开(公告)日：2024-11-07

申请号：US18457478

申请日：2023-08-29

Applicant: ROCKWELL AUTOMATION TECHNOLOGIES, INC.

Inventor： Meiling He ,  Justice Darko ,  Dennis J. Luo ,  Jay W. Schiele ,  Fatime Ly Seymour ,  Francisco P. Maturana

IPC: G05B23/02

Abstract: An illustrative method includes a batch analytic system receiving batch data of a batch generated in an industrial process, wherein the batch data includes K samples collected during the batch and each sample includes J values corresponding to J process variables of the industrial process, applying, for each process variable among the J process variables of the industrial process, a first function to K values of the process variable in the K samples of the batch to determine a first feature value of the process variable for the batch, aggregating first feature values corresponding to the J process variables that are determined for the batch using the first function to form a batch representation of the batch, and performing an operation using the batch representation of the batch.

公开(公告)号：US20240231342A9

公开(公告)日：2024-07-11

申请号：US18049345

申请日：2022-10-25

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Francisco P. Maturana ,  Meiling He ,  Raja Sekhar Katuri ,  Dennis J. Luo ,  Brian Taylor ,  Sachin Misra ,  Jay W. Schiele

IPC: G05B19/418

CPC classification number: G05B19/41885 ,  G05B19/4185 ,  G05B19/41865 ,  G05B19/4188

Abstract: A digital technology transfer system transforms technology transfer documents to a set of digitized manufacturing procedures and operations documentation. The system can transform a technology transfer document to a hierarchical structured model representing a package, or product to be manufactured, and the process for manufacturing the product. The resulting package model can be integrated into a larger model representing an ecosystem of manufacturing entities and plant facilities by assigning steps of the manufacturing process to one or more selected production lines. To reduce dependency on custom-built parsers for each type of document format, the system integrating both custom and general parsing mechanisms into a scalable parser orchestration engine.

公开(公告)号：US20240231337A9

公开(公告)日：2024-07-11

申请号：US18049367

申请日：2022-10-25

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Francisco P. Maturana ,  Meiling He ,  Raja Sekhar Katuri ,  Dennis J. Luo ,  Brian Taylor ,  Sachin Misra ,  Jay W. Schiele

IPC: G05B19/418 ,  G06F8/41

CPC classification number: G05B19/41865 ,  G05B19/41845 ,  G06F8/427

Abstract: A digital technology transfer system transforms technology transfer documents to a set of digitized manufacturing procedures and operations documentation. The system can transform a technology transfer document to a hierarchical structured model representing a package, or product to be manufactured, and the process for manufacturing the product. The resulting package model can be integrated into a larger model representing an ecosystem of manufacturing entities and plant facilities by assigning steps of the manufacturing process to one or more selected production lines. To reduce dependency on custom-built parsers for each type of document format, the system integrating both custom and general parsing mechanisms into a scalable parser orchestration engine.

公开(公告)号：US20220334838A1

公开(公告)日：2022-10-20

申请号：US17230115

申请日：2021-04-14

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Francisco Maturana ,  Jay W. Schiele

IPC: G06F9/30 ,  G06N20/00 ,  G06K9/62

Abstract: Data flows and data processing modules are provided to fulfill the implementation of: contextualized data collection, scalable analytics, and machine learning operations quality assurance. These modules may be implemented as standalone components, and/or bundled as a group of coordinated microservices. The conversion of raw domain expertise and knowledge into data processors, analytics, and visualization modules for industry oriented Industrial Internet of Things (IIoT) solutions is streamlined.