公开(公告)号：US20230274215A1

公开(公告)日：2023-08-31

申请号：US17682703

申请日：2022-02-28

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Francisco P. Maturana ,  Sachin Misra ,  Brian Taylor ,  Dennis J. Luo ,  Jay W. Schiele

IPC: G06Q10/06 ,  G06Q50/04 ,  G05B19/18

CPC classification number: G06Q10/067 ,  G06Q50/04 ,  G05B19/18 ,  G05B2219/31372

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. The system allows participants in the ecosystem to browse the hierarchical model to view information about the manufacturing entities, their plant facilities, and the packages assigned to the respective facilities. The system offers filtered role-specific views of the technology transfer documents, their approval statuses, and their plant assignments.

公开(公告)号：US20220103591A1

公开(公告)日：2022-03-31

申请号：US17038852

申请日：2020-09-30

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Francisco P. Maturana ,  Robert Nunoo ,  Peter A. Armstrong ,  Jay W. Schiele ,  Dennis J. Luo

IPC: H04L29/06 ,  G06N20/00 ,  G05B19/4155

Abstract: Systems and method for detecting anomalies in network communication in an industrial automation system. An anomaly detection system, a decentralized system, may identify IoT devices within the network communication and corresponding communication metrics. Using the communication metrics between the identified IoT devise, the anomaly detection system may generate a social network model that is indicative of expected network communication properties. By analyzing social network metrics and the overall entropy of the network communication in real time, the anomaly detection system may identify anomalies that may be associated with potential network vulnerabilities.

公开(公告)号：US20240370001A1

公开(公告)日：2024-11-07

申请号：US18457466

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: G05B19/418

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 a set of samples associated with the batch, the batch is complete and has a first batch length, determining a reference batch based on a plurality of non-anomalous batches generated in the industrial process, wherein each non-anomalous batch has a same second batch length, generating a batch representation of the batch based on the batch data of the batch and the reference batch, wherein the batch representation of the batch aligns with the reference batch and has the second batch length associated with the reference batch, and performing an operation using the batch representation of the batch.

公开(公告)号：US20240134358A1

公开(公告)日：2024-04-25

申请号：US18049367

申请日：2022-10-24

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：US20230237371A1

公开(公告)日：2023-07-27

申请号：US17661408

申请日：2022-04-29

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Meiling He ,  Francisco P, Maturana ,  Dennis J. Luo ,  Robert Nunoo ,  Jay W. Schiele

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: Various embodiments relate to systems and methods for providing machine learning of supervised and unsupervised data by: receiving a set of industrial data associated with one or more industrial components within an industrial system; generating a classification for each of the set of industrial data using each of a set of models; generating an evaluation value for each of the set of models based on the classifications for each industrial data; and selecting one or more models according to the evaluation values.

公开(公告)号：US12199960B2

公开(公告)日：2025-01-14

申请号：US17729065

申请日：2022-04-26

Applicant: Rockwell Automation Technologies, Inc.

Inventor： David Picou ,  Francisco P. Maturana ,  Jay W. Schiele ,  Krutika Kansara ,  Nikhil Ashok Patange ,  Larry D. Armstrong ,  Kerwen Changyuan Zhang ,  John L. Kelly ,  Davis Biao Ma

IPC: H04L9/40

Abstract: A non-transitory computer readable medium stores instructions that, when executed by a processor, cause the processor to receive, from one or more processing nodes, data representative of usage and inventory of one or more software assets by one or more industrial automation devices of an industrial automation system that are communicatively coupled to the one or more processing nodes, determining a data delta for the industrial automation system that represents differences between the software asset data and a previous iteration of the software asset data, encrypt the data delta for the industrial automation system, and transmit the encrypted data delta for the industrial automation system to a remote server.

公开(公告)号：US20240361757A1

公开(公告)日：2024-10-31

申请号：US18308234

申请日：2023-04-27

Applicant: ROCKWELL AUTOMATION TECHNOLOGIES, INC.

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

IPC: G05B19/418

CPC classification number: G05B19/41875 ,  G05B19/41865

Abstract: An illustrative method includes an anomaly detection system determining, for a batch generated in an industrial process, a T2-statistic metric and a Q-statistic metric of the batch in a principal component analysis (PCA) model associated with the industrial process, determining an anomaly metric of the batch based on the T2-statistic metric and the Q-statistic metric of the batch in the PCA model, determining that the batch is anomalous based on the anomaly metric of the batch, and performing an operation in response to determining that the batch is anomalous.

公开(公告)号：US12088614B2

公开(公告)日：2024-09-10

申请号：US17038852

申请日：2020-09-30

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Francisco P. Maturana ,  Robert Nunoo ,  Peter A. Armstrong ,  Jay W. Schiele ,  Dennis J. Luo

IPC: H04L9/40 ,  G05B19/4155 ,  G06N20/00

CPC classification number: H04L63/1433 ,  G05B19/4155 ,  G06N20/00 ,  H04L63/1425 ,  G05B2219/31368

Abstract: Systems and methods for detecting anomalies in network communication in an industrial automation system. An anomaly detection system, a decentralized system, may identify IoT devices within the network communication and corresponding communication metrics. Using the communication metrics between the identified IoT devices, the anomaly detection system may generate a social network model that is indicative of expected network communication properties. By analyzing social network metrics and overall entropy of the network communication in real time, the anomaly detection system may identify anomalies that may be associated with potential network vulnerabilities.

公开(公告)号：US20240134362A1

公开(公告)日：2024-04-25

申请号：US18049345

申请日：2022-10-24

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：US20230344810A1

公开(公告)日：2023-10-26

申请号：US17729065

申请日：2022-04-26

Applicant: Rockwell Automation Technologies, Inc.

Inventor： David Picou ,  Francisco P. Maturana ,  Jay W. Schiele ,  Krutika Kansara ,  Nikhil Ashok Patange ,  Larry D. Armstrong ,  Kerwen Changyuan Zhang ,  John L. Kelly ,  Davis Biao Ma

IPC: H04L9/40

CPC classification number: H04L63/0464

Abstract: A non-transitory computer readable medium stores instructions that, when executed by a processor, cause the processor to receive, from one or more processing nodes, data representative of usage and inventory of one or more software assets by one or more industrial automation devices of an industrial automation system that are communicatively coupled to the one or more processing nodes, determining a data delta for the industrial automation system that represents differences between the software asset data and a previous iteration of the software asset data, encrypt the data delta for the industrial automation system, and transmit the encrypted data delta for the industrial automation system to a remote server.