公开(公告)号：US11480950B2

公开(公告)日：2022-10-25

申请号：US16929143

申请日：2020-07-15

Applicant: ABB Schweiz AG

Inventor： Julius Rueckert ,  Andreas Burger ,  Heiko Koziolek ,  Joerg Jeske ,  Marie Christin Platenius-Mohr ,  Sten Gruener

IPC: G05B19/418

Abstract: A method of channel mapping in an industrial process control system includes: a) discovering a plurality of devices within the industrial process control system; b) obtaining at least one signal characteristic for each of the plurality of devices; c) determining channel mapping by a processing unit acting as a channel mapping agent, the plurality of devices being mapped to a plurality of communication channels, the channel mapping mapping each device to a communication channel for signal transmission, and the determining including utilizing the at least one signal characteristic for each of the plurality of devices; and d) configuring the devices according to the channel mapping.

公开(公告)号：US20240303131A1

公开(公告)日：2024-09-12

申请号：US18598379

申请日：2024-03-07

Applicant: ABB Schweiz AG

Inventor： Santonu Sarkar ,  Marie Christin Platenius-Mohr ,  Jan Christoph Schlake ,  Madapu Amarlingam ,  Nafise Eskandani ,  Reuben Borrison

IPC: G06F9/50

CPC classification number: G06F9/505

Abstract: A computer-implemented method for orchestrating execution of workloads on nodes includes determining a set of requirements for resources needed for execution of the workload; determining for each compute node an availability of the resources required; establishing multiple candidate configurations having an assignment of each compute workload to at least one pair of a compute node and a working class, wherein different working classes differ at least in the degree of retention of the compute workload in memory and/or in at least one cache of the compute node after execution; computing for each candidate configuration at least one figure of merit with respect to at least one given optimization goal; and determining a candidate configuration with the best figure of merit as the optimal configuration.

公开(公告)号：US20210409521A1

公开(公告)日：2021-12-30

申请号：US17469914

申请日：2021-09-09

Applicant: ABB Schweiz AG

Inventor： Marie Christin Platenius-Mohr ,  Somayeh Malakuti ,  Thomas Goldschmidt

IPC: H04L29/06

Abstract: A computer-implemented method for interoperable data exchange between a first real-world entity and a second real-world entity with both real-world entities connected to a same communication network, the first and second real-world entities having first and second digital representations, respectively, each digital representation being a virtual entity replicating data, structure, and functions associated with any one of the real-world entities, the first and the second digital representations having different formats, the method, executed by at least one computing device of the second real-world entity, including: receiving a request for data of the second digital representation to be provided to the first digital representation; evaluating a set of predefined mapping strategies with each mapping strategy being associated with a target model template, by determining a mapping similarity measure for each mapping strategy based on similarities in a structure and semantics of respective data models of the first and second digital representations.

公开(公告)号：US20250004464A1

公开(公告)日：2025-01-02

申请号：US18756100

申请日：2024-06-27

Applicant: ABB Schweiz AG

Inventor： Santonu Sarkar ,  Hadil Abukwaik ,  Reuben Borrison ,  Divyasheel Sharma ,  Marcel Dix ,  Chandrika K R ,  Deepti Maduskar ,  Marie Christin Platenius-Mohr ,  Benjamin Kloepper

IPC: G05B23/02 ,  G05B19/409

Abstract: There is provided an explainer system for explaining an alarm raised by a machine learned model of an industrial automation system. The explainer system is configured to: receive model output from the machine learned model trained to predict anomalous behaviour in the industrial automation system and to raise the alarm; process the model output using at least one prediction explanation technique to identify at least one influential feature which contributed to the model output; use the identified at least one influential feature to extract contextual information from at least one machine-readable information source pertaining to the industrial automation system; and prepare the extracted contextual information for display to an operator of the industrial automation system, to enable the operator to select an appropriate action to take in response to the alarm for ensuring proper functioning of the industrial automation system.

公开(公告)号：US20210018901A1

公开(公告)日：2021-01-21

申请号：US16929143

申请日：2020-07-15

Applicant: ABB Schweiz AG

Inventor： Julius Rueckert ,  Andreas Burger ,  Heiko Koziolek ,  Joerg Jeske ,  Marie Christin Platenius-Mohr ,  Sten Gruener

IPC: G05B19/418

Abstract: A method of channel mapping in an industrial process control system includes: a) discovering a plurality of devices within the industrial process control system; b) obtaining at least one signal characteristic for each of the plurality of devices; c) determining channel mapping by a processing unit acting as a channel mapping agent, the plurality of devices being mapped to a plurality of communication channels, the channel mapping mapping each device to a communication channel for signal transmission, and the determining including utilizing the at least one signal characteristic for each of the plurality of devices; and d) configuring the devices according to the channel mapping.

公开(公告)号：US20240303208A1

公开(公告)日：2024-09-12

申请号：US18598067

申请日：2024-03-07

Applicant: ABB Schweiz AG

Inventor： Santonu Sarkar ,  Marie Christin Platenius-Mohr ,  Madapu Amarlingam ,  Jan Christoph Schlake ,  Reuben Borrison

IPC: G06F13/362

CPC classification number: G06F13/362

Abstract: A system and method for enabling an efficient data processing in a distributed network of devices includes collecting first data from at least one client device sent by at least one plant device via a first communication interface; storing the first data in a data storage; profiling the first data to obtain characteristic information of the collected first data; determining a data processing strategy upon a result of the characteristic information of the first data; processing the first data according to the data processing strategy and deciding which data of the first data need to be sent to the master device via a second communication interface.

公开(公告)号：US20240303175A1

公开(公告)日：2024-09-12

申请号：US18598034

申请日：2024-03-07

Applicant: ABB Schweiz AG

Inventor： Jan Christoph Schlake ,  Madapu Amarlingam ,  Marie Christin Platenius-Mohr ,  Santonu Sarkar ,  Reuben Borrison

IPC: G06F11/34

CPC classification number: G06F11/3409

Abstract: A method for system monitoring in a hierarchical network of distributed edge devices includes a master edge, first and second client edges connected via a first communication interface to the master edge, the method including receiving sensor data from a sensor device via a second communication interface, determining a first local model parameter representing a machine learning (ML) model of the at least first client edge based on the sensor data; storing the first local model parameter in a data storage of the at least first client edge; collecting the first local model parameter from the at least first client edge; and generating a global ML model based on the at least first local model parameter, wherein the global ML model is used for monitoring a system performance or a condition of the system.

公开(公告)号：US20230376011A1

公开(公告)日：2023-11-23

申请号：US18322026

申请日：2023-05-23

Applicant: ABB Schweiz AG

Inventor： Marie Christin Platenius-Mohr ,  Sten Gruener ,  Anders Trosten

IPC: G05B19/418

CPC classification number: G05B19/41835 ,  G05B2219/31449

Abstract: A system and method includes downloading an asset specification of a field device to an edge device, the field device configured to generate data relating to an asset of an industrial environment, the edge device located in the industrial environment, wherein the edge device is configured to receive the data generated by the field device; receiving an asset monitoring sub model for the field device, wherein the asset monitoring sub model specifies an interface specification and algorithm of an asset monitoring application for the field device; deploying the asset monitoring application for the field device to the edge device, wherein the deployment comprises utilization of the asset monitoring sub model; and generating a workflow function exposed by the asset monitoring application, wherein the generation of the workflow function comprises utilization of the asset specification of the field device and the interface specification of the asset monitoring sub model.

公开(公告)号：US11677861B2

公开(公告)日：2023-06-13

申请号：US17469914

申请日：2021-09-09

Applicant: ABB Schweiz AG

Inventor： Marie Christin Platenius-Mohr ,  Somayeh Malakuti ,  Thomas Goldschmidt

IPC: G06F15/173 ,  H04L69/08

CPC classification number: H04L69/08

Abstract: A computer-implemented method for interoperable data exchange between a first real-world entity and a second real-world entity with both real-world entities connected to a same communication network, the first and second real-world entities having first and second digital representations, respectively, each digital representation being a virtual entity replicating data, structure, and functions associated with any one of the real-world entities, the first and the second digital representations having different formats, the method, executed by at least one computing device of the second real-world entity, including: receiving a request for data of the second digital representation to be provided to the first digital representation; evaluating a set of predefined mapping strategies with each mapping strategy being associated with a target model template, by determining a mapping similarity measure for each mapping strategy based on similarities in a structure and semantics of respective data models of the first and second digital representations.

公开(公告)号：US20240305572A1

公开(公告)日：2024-09-12

申请号：US18589535

申请日：2024-02-28

Applicant: ABB Schweiz AG

Inventor： Jan Christoph Schlake ,  Santonu Sarkar ,  Marie Christin Platenius-Mohr ,  Madapu Amarlingam ,  Reuben Borrison

IPC: H04L47/2441 ,  H04L67/1097 ,  H04L67/12

CPC classification number: H04L47/2441 ,  H04L67/1097 ,  H04L67/12

Abstract: A method for providing an efficient communication in a hierarchical network of distributed devices includes collecting first data from a first client device sent by a sensor via a second communication interface; storing the first data in a data storage; determining metadata of the first data; receiving a requirement information of the first data; generating classification information of the first data according to the metadata and the requirement information; providing the classification information to a master device and/or to a second client device according to a rule; and updating the classification information when the first data is changed.