公开(公告)号：US10042354B2

公开(公告)日：2018-08-07

申请号：US14728180

申请日：2015-06-02

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Sujeet Chand ,  David A. Vasko ,  Timothy Patrick Boppre ,  David A. Snyder ,  Alex Laurence Nicoll ,  Brian J. McMullen ,  Daniel B. Seger ,  John B. Dart

IPC: H04L29/06 ,  G05B19/418 ,  G06F21/54 ,  G06F21/56 ,  G06F21/55 ,  G06F21/62 ,  G06F21/86 ,  G06N99/00

Abstract: An industrial control system hardened against malicious activity monitors highly dynamic control data to develop a dynamic thumbprint that can be evaluated to detect deviations from normal behavior of a type that suggest tampering or other attacks. Evaluation of the dynamic thumbprint may employ a set of ranges defining normal operation and reflecting known patterns of interrelationship between dynamic variables.

公开(公告)号：US20160357177A1

公开(公告)日：2016-12-08

申请号：US14728180

申请日：2015-06-02

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Sujeet Chand ,  David A. Vasko ,  Timothy Patrick Boppre ,  David A. Snyder ,  Alex Laurence Nicoll ,  Brian J. McMullen ,  Daniel B. Seger ,  John B. Dart

IPC: G05B19/418 ,  G06N99/00 ,  G06F21/62 ,  G06F21/55 ,  G06F21/86

CPC classification number: G05B19/4185 ,  G05B2219/31156 ,  G05B2219/45103 ,  G06F21/54 ,  G06F21/55 ,  G06F21/566 ,  G06F21/567 ,  G06F21/6218 ,  G06F21/86 ,  G06N99/005 ,  H04L63/0428 ,  H04L63/1408 ,  H04L63/1416 ,  H04L63/1441 ,  Y02P90/86

Abstract: An industrial control system hardened against malicious activity monitors highly dynamic control data to develop a dynamic thumbprint that can be evaluated to detect deviations from normal behavior of a type that suggest tampering or other attacks. Evaluation of the dynamic thumbprint may employ a set of ranges defining normal operation and reflecting known patterns of interrelationship between dynamic variables.

Abstract translation: 针对恶意活动而强化的工业控制系统可监视高度动态的控制数据，以开发动态指纹，可以对其进行评估，以检测与建议篡改或其他攻击类型的正常行为的偏差。 动态指纹的评估可以采用一组定义正常操作的范围，并反映动态变量之间的相互关系的已知模式。

公开(公告)号：US20160357176A1

公开(公告)日：2016-12-08

申请号：US14728164

申请日：2015-06-02

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Sujeet Chand ,  David A. Vasko ,  Timothy Patrick Boppre ,  David A. Snyder ,  Alex Laurence Nicoll ,  Brian J. McMullen ,  Daniel B. Seger ,  John B. Dart ,  Timothy F. Roback ,  Paul G. Kucharski ,  Kevin Colloton

IPC: G05B19/418 ,  H04L9/32 ,  H04L29/06

CPC classification number: G05B19/4185 ,  G05B19/0428 ,  G05B2219/23464 ,  G05B2219/33136 ,  G05B2219/36542 ,  G06F21/57 ,  H04L9/3263 ,  H04L63/0428

Abstract: An industrial control system providing security against tampering or modification generates periodic state thumbprints defining a state of control elements that may be forwarded to a security or safety appliance for comparison to a benchmark thumbprint indicating no tampering. The transmitted state thumbprint may capture not only programs but also configuration and environmental states of the control element.

Abstract translation: 提供防止篡改或修改的安全性的工业控制系统产生定期状态指纹，其定义可以转发到安全或安全设备的控制元件的状态，以便与不指示篡改的基准指纹比较。 传输状态指纹可能不仅捕获程序，还可捕获控制元件的配置和环境状态。

公开(公告)号：US09904785B2

公开(公告)日：2018-02-27

申请号：US14728255

申请日：2015-06-02

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Sujeet Chand ,  David A. Vasko ,  Timothy Patrick Boppre ,  David A. Snyder ,  Alex Laurence Nicoll ,  Brian J. McMullen ,  Daniel B. Seger ,  John B. Dart

IPC: G06F21/57 ,  G06F21/64 ,  H04L9/32 ,  G05B19/048 ,  H04L29/06

CPC classification number: G06F21/57 ,  G05B19/048 ,  G05B2219/25205 ,  G06F21/577 ,  G06F21/64 ,  G06F2221/033 ,  G06F2221/034 ,  H04L9/3236 ,  H04L9/3247 ,  H04L63/145 ,  Y02P90/86

Abstract: An industrial controller resistant to malicious attacks may provide a graduated response employing the elements of the control system to reduce access to the control system, log data, and announce intrusion based on a dynamically evolving assessment of the severity of any detected security issues.

公开(公告)号：US09817391B2

公开(公告)日：2017-11-14

申请号：US14728164

申请日：2015-06-02

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Sujeet Chand ,  David A. Vasko ,  Timothy Patrick Boppre ,  David A. Snyder ,  Alex Laurence Nicoll ,  Brian J. McMullen ,  Daniel B. Seger ,  John B. Dart ,  Timothy F. Roback ,  Paul G. Kucharski ,  Kevin Colloton

IPC: G05B19/418 ,  H04L29/06 ,  H04L9/32 ,  G05B19/042 ,  G06F21/57

CPC classification number: G05B19/4185 ,  G05B19/0428 ,  G05B2219/23464 ,  G05B2219/33136 ,  G05B2219/36542 ,  G06F21/57 ,  H04L9/3263 ,  H04L63/0428

Abstract: An industrial control system providing security against tampering or modification generates periodic state thumbprints defining a state of control elements that may be forwarded to a security or safety appliance for comparison to a benchmark thumbprint indicating no tampering. The transmitted state thumbprint may capture not only programs but also configuration and environmental states of the control element.

公开(公告)号：US20170316113A1

公开(公告)日：2017-11-02

申请号：US15140897

申请日：2016-04-28

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Jonathan D. Walter ,  Timothy J. Menge ,  David W. Comeau ,  Lawrence C. Bradley ,  Cheney Chengquan Shi ,  Winson Guangwen Sun ,  Ronald E. Bliss ,  David A. Snyder

IPC: G06F17/30

CPC classification number: G06F17/30994 ,  G06F17/30961

Abstract: For displaying a node of a tree structure, a processor receives an anchor node creation command for a given node of a tree structure of nodes. The given node has one or more branches of parent nodes. The processor further removes the one or more branches of parent nodes and branches of sibling nodes of the given node from a display of the tree structure. In addition, the processor displays the given node as a topmost node of the tree structure.

公开(公告)号：US20250004428A1

公开(公告)日：2025-01-02

申请号：US18343374

申请日：2023-06-28

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Michael J. Anthony ,  Clark L. Case ,  Michael P. D'Amico ,  Taryl J. Jasper ,  Eryn Amara Danielle Manela ,  David C. Mazur ,  Jonathan A. Mills ,  Nathaniel S. Sandler ,  Kurt D. Sneen ,  David A. Snyder

IPC: G05B13/02

Abstract: The present technology relates to artificial intelligence assisted device configuration. In an implementation, an interface service of a device design application receives an input comprising an association between a device and a controller of an automation system design. The interface service then generates a first prompt requesting an application type associated with the device. The interface service next transmits the first prompt to a large language model and receives a first response to the first prompt from the large language model, wherein the first response includes the application type. The interface service then generates a second prompt requesting configuration settings for the device based on the system information and the application type. The interface service next transmits the second prompt to the large language model and receives a second response to the second prompt that includes configuration settings for the device. The interface service then displays the second response.

公开(公告)号：US20250005224A1

公开(公告)日：2025-01-02

申请号：US18343481

申请日：2023-06-28

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Michael J. Anthony ,  Clark L. Case ,  Michael P. D'Amico ,  Taryl J. Jasper ,  Eryn Amara Danielle Manela ,  David C. Mazur ,  Jonathan A. Mills ,  Nathaniel S. Sandler ,  Kurt D. Sneen ,  David A. Snyder

IPC: G06F30/20

Abstract: Technology disclosed herein includes a prompt engineering service that integrates artificial intelligence with the programming systems of an industrial automation environment to design a system of the industrial automation environment. The interface service leverages the capabilities of a large language model (LLM) trained on industrial automation workflows to provide accurate and relevant system design information. For example, the interface service receives system configuration data and generates a first prompt requesting a category associated with the system configuration data. The interface service uses the first prompt to generate a response from the LLM. The interface service generates a second prompt requesting a user interface message for offering assistance to configure the system based on the category. The interface service uses the second prompt to generate the user interface message and displays the message in a user interface.

公开(公告)号：US20250004450A1

公开(公告)日：2025-01-02

申请号：US18343551

申请日：2023-06-28

Applicant: Rockwell Automation Technologies, Inc

Inventor： Michael J. Anthony ,  Clark L. Case ,  Michael P. D'Amico ,  Taryl J. Jasper ,  Aaron D. Manela ,  David C. Mazur ,  Jonathan A. Mills ,  Nathaniel S. Sandler ,  Kurt D. Sneen ,  David A. Snyder

IPC: G05B19/418

Abstract: The present technology relates to artificial intelligence assisted device troubleshooting. In an implementation, an interface service of a human machine interface application trains a machine learning model on the content of an embeddings database. The interface service then receives an input comprising a context of an automation system design. The interface service generates a prompt that includes an instruction for the ML model to identify an anomaly type associated with the context of the automation system design and to generate a solution that addresses the anomaly type. The interface service transmits the prompt to the ML model and receives a response from the ML model that includes the anomaly type and the requested solution. After receiving a response, the interface service may modify the automation system design based on the content of the response and surface a graphical user interface that includes the modified design.

公开(公告)号：US10120959B2

公开(公告)日：2018-11-06

申请号：US15140897

申请日：2016-04-28

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Jonathan D. Walter ,  Timothy J. Menge ,  David W. Comeau ,  Lawrence C. Bradley ,  Cheney Chengquan Shi ,  Winson Guangwen Sun ,  Ronald E. Bliss ,  David A. Snyder

IPC: G06F17/30

Abstract: For displaying a node of a tree structure, a processor receives an anchor node creation command for a given node of a tree structure of nodes. The given node has one or more branches of parent nodes. The processor further removes the one or more branches of parent nodes and branches of sibling nodes of the given node from a display of the tree structure. In addition, the processor displays the given node as a topmost node of the tree structure.