公开(公告)号：US20250045602A1

公开(公告)日：2025-02-06

申请号：US18363138

申请日：2023-08-01

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Bijan SayyarRodsari ,  Cyril Perducat ,  Dan Li

IPC: G06N5/022

Abstract: Various systems and methods are presented regarding monitoring and controlling operation of a process. A visual representation of the process can be created based on a supermodel comprising models (representing one or more devices) and nodes (representing respective device variables and constraints). Further, the process can be represented by levels, wherein devices at each level can be self-aware and have onboard artificial intelligence, such that a device at any level can auto-configure itself in accordance with a requirement placed upon it. Field-level devices (IFLDs) can be smart devices which auto-configure based upon a requirement from a higher-level device. Accordingly, system awareness can be incorporated across all levels of the process enabling overall and device-specific optimization of the process. IFLDs can auto-configure to collect and transmit data in accordance with an instruction from a higher-level device, leading to efficient data collection, reduced data bandwidth/processing, and expedited system optimization.

公开(公告)号：US20250044767A1

公开(公告)日：2025-02-06

申请号：US18363197

申请日：2023-08-01

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Bijan SayyarRodsari ,  Cyril Perducat ,  Dan Li

IPC: G05B19/4097

Abstract: Various systems and methods are presented regarding monitoring and controlling operation of a process. A visual representation of the process can be created based on a supermodel comprising models (representing one or more devices) and nodes (representing respective device variables and constraints). Further, the process can be represented by levels, wherein devices at each level can be self-aware and have onboard artificial intelligence, such that a device at any level can auto-configure itself in accordance with a requirement placed upon it. Field-level devices (IFLDs) can be smart devices which auto-configure based upon a requirement from a higher-level device. Accordingly, system awareness can be incorporated across all levels of the process enabling overall and device-specific optimization of the process. IFLDs can auto-configure to collect and transmit data in accordance with an instruction from a higher-level device, leading to efficient data collection, reduced data bandwidth/processing, and expedited system optimization.

公开(公告)号：US12165302B2

公开(公告)日：2024-12-10

申请号：US17482040

申请日：2021-09-22

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Bijan SayyarRodsari ,  Wei Dai ,  Alexander N. Berman ,  Kadir Liano

IPC: G06T7/00 ,  G05B19/4155 ,  G05B19/418 ,  G06F18/21 ,  G06F18/2431 ,  G06N20/00

Abstract: A non-transitory computer-readable medium comprising computer-executable instructions that, when executed, are configured to cause a processor to perform operations that include receiving image data after an operation is performed by an industrial automation device on a product; analyzing the image data based an object-based image analysis (OBIA) model to classify the product as one of a plurality of conditions related to manufacturing quality and the OBIA model includes property layers associated with features related to a manufacturing of the product; determining whether the one of the conditions indicates an anomaly being present in the product; sending a notification indicative of the one of the plurality of conditions is presently associated with the product; identifying a property layer associated with classifying the one of the plurality of conditions; and updating the OBIA model based on the property layer and the input indicative of the anomaly being incorrectly associated with the product.

公开(公告)号：US20230016084A1

公开(公告)日：2023-01-19

申请号：US17932113

申请日：2022-09-14

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Bijan SayyarRodsari ,  Alexander B. Smith ,  Kadir Liano ,  Wei Dai ,  Yash P. Puranik

IPC: G05B23/02 ,  G05B19/418

Abstract: A method for operating an industrial automation system may involve receiving, via a first module of a plurality of modules in a control system, an indication that an error between a measurement associated with a target variable that corresponds with at least a portion of the industrial automation system and a modeled value for the target variable. The method may then involve determining, via the first module, whether the error is within a first range of values and retraining a model used to generate the modeled value for the target variable based on a portion of a plurality of sets of data points acquired via a plurality of sensors disposed in the industrial automation system in response to the error being within the first range of values.

公开(公告)号：US11449047B2

公开(公告)日：2022-09-20

申请号：US16146681

申请日：2018-09-28

Applicant: ROCKWELL AUTOMATION TECHNOLOGIES, INC.

Inventor： Bijan SayyarRodsari ,  Alexander B. Smith ,  Kadir Liano ,  Wei Dai ,  Yash P. Puranik

IPC: G05B23/02 ,  G05B19/418

Abstract: A method for operating an industrial automation system may involve receiving, via a first module of a plurality of modules in a control system, an indication that an error between a measurement associated with a target variable that corresponds with at least a portion of the industrial automation system and a modeled value for the target variable. The method may then involve determining, via the first module, whether the error is within a first range of values and retraining a model used to generate the modeled value for the target variable based on a portion of a plurality of sets of data points acquired via a plurality of sensors disposed in the industrial automation system in response to the error being within the first range of values.

公开(公告)号：US20190102360A1

公开(公告)日：2019-04-04

申请号：US15720582

申请日：2017-09-29

Applicant: ROCKWELL AUTOMATION TECHNOLOGIES, INC.

Inventor： Bijan SayyarRodsari ,  Alexander B. Smith ,  Kadir Liano

IPC: G06F17/18 ,  H04L12/26 ,  G06Q10/06 ,  G05B23/02

Abstract: An analytics engine is provided for industrial automation applications. The engine may be modular, and may be instantiated upon receipt of a data structure, such as containing annotated data from or relating to a monitored and/or controlled machine or process. The module may be data-driven so that it is instantiated only as needed, upon receipt of the input data structure. The module then carries out analysis on the data, and outputs a data structure that can be used for further analysis, or directly by other modules for modeling, classification, optimization and/or control.

公开(公告)号：US20250044778A1

公开(公告)日：2025-02-06

申请号：US18363177

申请日：2023-08-01

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Bijan SayyarRodsari ,  Cyril Perducat ,  Ran Wang

IPC: G05B19/418

Abstract: Various systems and methods are presented regarding monitoring and controlling operation of a process. A visual representation of the process can be created based on a supermodel comprising models (representing one or more devices) and nodes (representing respective device variables and constraints). Further, the process can be represented by levels, wherein devices at each level can be self-aware and have onboard artificial intelligence, such that a device at any level can auto-configure itself in accordance with a requirement placed upon it. Field-level devices (IFLDs) can be smart devices which auto-configure based upon a requirement from a higher-level device. Accordingly, system awareness can be incorporated across all levels of the process enabling overall and device-specific optimization of the process. IFLDs can auto-configure to collect and transmit data in accordance with an instruction from a higher-level device, leading to efficient data collection, reduced data bandwidth/processing, and expedited system optimization.

公开(公告)号：US20250044762A1

公开(公告)日：2025-02-06

申请号：US18363291

申请日：2023-08-01

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Bijan SayyarRodsari ,  Cyril Perducat ,  Ran Wang

IPC: G05B19/05

Abstract: Various systems and methods are presented regarding monitoring and controlling operation of a process. A visual representation of the process can be created based on a supermodel comprising models (representing one or more devices) and nodes (representing respective device variables and constraints). Further, the process can be represented by levels, wherein devices at each level can be self-aware and have onboard artificial intelligence, such that a device at any level can auto-configure itself in accordance with a requirement placed upon it. Field-level devices (IFLDs) can be smart devices which auto-configure based upon a requirement from a higher-level device. Accordingly, system awareness can be incorporated across all levels of the process enabling overall and device-specific optimization of the process. IFLDs can auto-configure to collect and transmit data in accordance with an instruction from a higher-level device, leading to efficient data collection, reduced data bandwidth/processing, and expedited system optimization.

公开(公告)号：US20250036098A1

公开(公告)日：2025-01-30

申请号：US18359341

申请日：2023-07-26

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Bijan SayyarRodsari ,  Cyril Perducat

IPC: G05B19/05

Abstract: Various systems and methods are presented regarding monitoring and controlling operation of a process. A visual representation of the process can be created based on a supermodel comprising models (representing one or more devices) and nodes (representing respective device variables and constraints). Further, the process can be represented by levels, wherein devices at each level can be self-aware and have onboard artificial intelligence, such that a device at any level can auto-configure itself in accordance with a requirement placed upon it. Field-level devices (IFLDs) can be smart devices which auto-configure based upon a requirement from a higher-level device. Accordingly, system awareness can be incorporated across all levels of the process enabling overall and device-specific optimization of the process. IFLDs can auto-configure to collect and transmit data in accordance with an instruction from a higher-level device, leading to efficient data collection, reduced data bandwidth/processing, and expedited system optimization.

公开(公告)号：US12174624B2

公开(公告)日：2024-12-24

申请号：US17932113

申请日：2022-09-14

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Bijan SayyarRodsari ,  Alexander B. Smith ,  Kadir Liano ,  Wei Dai ,  Yash P. Puranik

IPC: G05B23/02 ,  G05B19/418

Abstract: A method for operating an industrial automation system may involve receiving, via a first module of a plurality of modules in a control system, an indication that an error between a measurement associated with a target variable that corresponds with at least a portion of the industrial automation system and a modeled value for the target variable. The method may then involve determining, via the first module, whether the error is within a first range of values and retraining a model used to generate the modeled value for the target variable based on a portion of a plurality of sets of data points acquired via a plurality of sensors disposed in the industrial automation system in response to the error being within the first range of values.