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1. 发明公开

EP4439205A1 VERIFYING THE DESIGN OF A FUNCTION MODULE FOR A MODULAR INDUSTRIAL PLANT 审中-公开
公开(公告)号：EP4439205A1
公开(公告)日：2024-10-02
申请号：EP23165038.3
申请日：2023-03-29
申请人： ABB SCHWEIZ AG
发明人： HOERNICKE, Mario , SARKAR, Santonu
IPC分类号： G05B19/418
CPC分类号： G05B19/4185 , G05B19/41845
摘要： A computer-implemented method (100) for verifying the design of a function module (2) for use in a modular industrial plant (1), wherein the function module (2) comprises control logic configured to accept sensor data and actuate a physical process module such that at least one process quantity and/or state quantity of the process module can be kept near a desired set-point value, as well as logic to accept commands from a superordinate management system, and communication between logics, as well as between the function module (2) and the rest of the modular industrial plant (1), is by input/output channels (31-35) representing parameters and/or variables, the method comprising the steps of:
• obtaining (110) a ruleset (4) comprising at least requirements for I/O channels (31-35) and their connections that are necessary conditions for the function module (2) to perform its intended function in the modular industrial plant (1);
• checking (120) whether the input/output channels (31-35) of the function module (2) and their connections meet the rules in the ruleset (4); and
• in response to determining that at least one rule in the ruleset (4) is not met, determining (130) that the design of the function module (2) has an error, and preventing (190) use of the function module (2) in the modular industrial plant (1).

2. 发明公开

EP4429202A1 METHOD FOR PROVIDING AN EFFICIENT COMMUNICATION IN A HIERARCHICAL NETWORK OF DISTRIBUTED DEVICES 审中-公开
公开(公告)号：EP4429202A1
公开(公告)日：2024-09-11
申请号：EP23160980.1
申请日：2023-03-09
申请人： ABB SCHWEIZ AG
发明人： SCHLAKE, Jan Christoph , SARKAR, Santonu , PLATENIUS-MOHR, Marie Christin , AMARLINGAM, Madapu , BORRISON, Reuben
IPC分类号： H04L67/12 , H04W4/38
CPC分类号： H04L67/12 , H04W4/38 , G05B19/042 , G05B23/0213
摘要： The present invention relates to a method (100) for providing an efficient communication in a hierarchical network (70) of distributed devices (72, 74, 76) comprising at least a master device (72), at least a first client device (74), wherein the at least first client device (74) is connected via a first communication interface (50) with the master device (72), comprising:
- collecting (102) first data (10) from the at least first client device (74) sent by at least one sensor device (78) via a second communication interface (52);
- storing (104) the received first data (10) in a data storage (80) of the at least one client device (74),
- determining (106), by the at least first client device (74), meta data (12) of the first data (10);
- receiving (108), by the at least first client device (74), a requirement information (14) of the first data (10);
- generating (110) a classification information (20) of the received first data (10), by the at least first client device (74), according to the meta data (12) and the requirement information (14) of the first data (10);
- providing (112) the classification information (20) of the first data (10) by the at least first client device (74) to the master device (72) and / or to at least a second client device (76) according to a rule information (30); and
- updating (114) the classification information (20), when the first data (12) is changed.

3. 发明公开

EP4123454A1 VALIDATING COMPONENT SPECIFICATIONS FOR INDUSTRIAL AUTOMATION SYSTEMS 审中-实审
公开(公告)号：EP4123454A1
公开(公告)日：2023-01-25
申请号：EP21186977.1
申请日：2021-07-21
申请人： ABB SCHWEIZ AG
发明人： SARKAR, Santonu , HOERNICKE, Mario , STARK, Katharina
IPC分类号： G06F11/00 , G05B19/042
摘要： There is provided a computer-implemented method for validating a component specification (102) defining at least one component of an industrial automation system, wherein the component specification is arranged in an object-oriented data format. The method comprises: obtaining an invariant specification (104) specifying one or more invariants that must be satisfied for the component specification to be deemed fit for use in conjunction with the industrial automation system; and validating (414) the component specification using the invariants specified in the invariant specification.

4. 发明公开

EP4428687A1 SYSTEM AND METHOD FOR OPTIMAL SERVERLESS DEPLOYMENT OF ANALYTICS TASKS ACROSS HIERARCHICAL EDGE NETWORK 审中-公开
公开(公告)号：EP4428687A1
公开(公告)日：2024-09-11
申请号：EP23160984.3
申请日：2023-03-09
申请人： ABB SCHWEIZ AG
发明人： SARKAR, Santonu , PLATENIUS-MOHR, Marie , SCHLAKE, Jan Christoph , AMARLINGAM, Madapu , ESKANDANI, Nafise , BORRISON, Reuben
IPC分类号： G06F9/50 , G06F12/0888
CPC分类号： G06F9/5016 , G06F12/0888 , G06F2212/105620130101 , G06F2212/101620130101 , G06F2212/17520130101 , G06F2212/60320130101 , G06F12/126
摘要： A computer-implemented method (100) for orchestrating the execution of a given set of compute workloads (11-16) on a given set of compute nodes (21-23), comprising the steps of:
• determining (110), for each workload (11-16), a set of requirements (11a-16a) for resources needed for execution of the workload (11-16), wherein the resources comprise at least memory, as well as a frequency (11b-16b) of usage;
• determining (120), for each compute node (21-23), an availability (21a-23a) of the resources required by the workloads (11-16);
• establishing (130) multiple candidate configurations (31-35), wherein each candidate configuration (31-35) comprises an assignment of each compute workload (11-16) to at least one pair of a compute node (21-23) and a working class (41-43), such that the resource requirements of all workloads (11-16) are satisfied, wherein different working classes (41-43) differ at least in the degree of retention of the compute workload (11-16) in memory and/or in at least one cache of the compute node (21-23) after execution;
• computing (140), for each candidate configuration (31-35), at least one figure of merit (31a-35a) with respect to at least one given optimization goal (5); and
• determining (150) a candidate configuration (31-35) with the best figure of merit (31a-35a) as the optimal configuration (3).

5. 发明公开

EP4361745A1 AUTONOMOUS OPERATION OF MODULAR INDUSTRIAL PLANTS 审中-实审
公开(公告)号：EP4361745A1
公开(公告)日：2024-05-01
申请号：EP22204193.1
申请日：2022-10-27
申请人： ABB SCHWEIZ AG
发明人： SARKAR, Santonu , HOERNICKE, Mario , SCHOCH, Nicolai
IPC分类号： G05B19/418
CPC分类号： G05B2219/3233420130101 , G05B19/41835 , G05B19/41885
摘要： There is provided a method performed by an intelligent agent for autonomous operation of a component of a modular plant. The method comprises: collecting data from the component; using an adaptive model to determine one or more actions to be taken by the intelligent agent in response to the collected data; and taking the determined one or more actions, the method further comprising: receiving feedback relating to the adaptive model; and updating the adaptive model based on the received feedback to learn from the operational environment.

6. 发明公开

EP4429203A1 METHOD FOR ENABLING AN EFFICIENT DATA PROCESSING IN A DISTRIBUTED NETWORK OF DEVICES 审中-公开
公开(公告)号：EP4429203A1
公开(公告)日：2024-09-11
申请号：EP23160986.8
申请日：2023-03-09
申请人： ABB SCHWEIZ AG
发明人： SARKAR, Santonu , PLATENIUS-MOHR, Marie , AMARLINGAM, Madapu , SCHLAKE, Jan Christoph , BORRISON, Reuben
IPC分类号： H04L67/12 , H04W4/38
CPC分类号： H04L67/12 , H04W4/38
摘要： The present invention relates to a method (100) for enabling an efficient data processing in a distributed network (70) of devices (20, 30), comprising:
- collecting (102) first data (12) from at least one client device (20) sent by at least one plant device (40) via a first communication interface (50);
- storing (104) the first data (12) in a data storage (60) of the at least one client device (20);
- profiling (106) the first data (12) to obtain characteristical information of the collected first data (12);
- determining (108) a data processing strategy upon a result of the characteristical information of the first data (12);
- processing (110) the first data (12) according to the data processing strategy and decide which data of the first data (12) need to be sent (118) to the master device (30) via a second communication interface (52).

7. 发明公开

EP4429184A1 METHOD FOR AN EFFICIENT PERFORMANCE MONITORING OF A SYSTEM IN A HIERARCHICAL NETWORK OF DISTRIBUTED DEVICES 审中-公开
公开(公告)号：EP4429184A1
公开(公告)日：2024-09-11
申请号：EP23160983.5
申请日：2023-03-09
申请人： ABB SCHWEIZ AG
发明人： SCHLAKE, Jan Christoph , AMARLINGAM, Madapu , PLATENIUS-MOHR, Marie Christin , SARKAR, Santonu , BORRISON, Reuben
IPC分类号： H04L41/14 , H04L41/16 , G05B13/00 , G06N20/00 , G06N3/08 , H04L41/0631 , H04L41/147
CPC分类号： H04L41/0631 , H04L41/14 , H04L41/16 , G06N20/00 , H04L41/147 , G06N3/08 , H04W4/24 , H04M15/8044
摘要： The present invention relates to a method (100) for an efficient performance monitoring of a system (200) in a hierarchical network (70) of distributed edge devices (72, 74, 76) comprising at least one master edge (72), at least a first client edge (74), wherein the at least first client edge (74) is connected via a first communication interface (50) with the at least one master edge (72), at least a second client edge (76) connected via the first communication interface (51) to the at least one master edge (72), and wherein the at least one master edge (72) is connected to the system (200), comprising:
- receiving (102) sensor data (10) from the at least first client edge (74) sent by at least one sensor device (78) via a second communication interface (52);
- determining (104) a first local model parameter (14) representing a machine learning (ML) model (12) of the at least first client edge (74) based on the sensor data (10);
- storing (106) the first local model parameter (14) in a data storage (80) of the at least first client edge (74);
- collecting (108), by the at least one master edge (72), the first local model parameter (12) from the at least first client edge (74); and
- generating (110), by the at least one master edge (72) a global ML model (20) based on the at least first local model parameter (14), wherein the global ML model (20) is used for monitoring a system performance or a condition of the system (200).

8. 发明公开

EP4379618A1 COMPUTER IMPLEMENTED METHOD FOR DETERMINING A QUALITY RESULT FOR INPUT DATA OF A DATA MODEL 审中-公开
公开(公告)号：EP4379618A1
公开(公告)日：2024-06-05
申请号：EP22216542.5
申请日：2022-12-23
申请人： ABB SCHWEIZ AG
发明人： DIX, Marcel , ABUKWAIK, Hadil , KLOEPPER, Benjamin , BORRISON, Reuben , SHARMA, Divyasheel , SARKAR, Santonu , MADUSKAR, Deepti , PLATENIUS-MOHR, Marie , K R, Chandrika
IPC分类号： G06N20/00 , G06F16/215
CPC分类号： G06N20/00 , G06N7/01 , G06N3/0455 , G06N3/0895 , G06F16/215
摘要： Computer implemented method for determining a quality result for input data of a data model, comprising: providing, by a processor, a data mode I trained to describe a relation between input data and output data (S100); determining, by the processor, at least one quality threshold for at least one quality parameter for at least one input parameter of the input data (S200); obtaining, by the processor, input data for the data model, wherein the input data comprises the at least one input parameter (S300); determining, by the processor, at least one quality value for the at least one quality parameter for the at least one input parameter of the input data (S400); comparing, by the processor, the determined at least one quality value with the determined at least one quality threshold and deriving a quality result (S500); providing the quality result (S600).

9. 发明公开

EP4160331A1 RESILIENCY VERIFICATION OF MODULAR PLANTS 审中-实审
公开(公告)号：EP4160331A1
公开(公告)日：2023-04-05
申请号：EP21200463.4
申请日：2021-10-01
申请人： ABB SCHWEIZ AG
发明人： SARKAR, Santonu , HOERNICKE, Mario , SCHOCH, Nicolai , STARK, Katharina
IPC分类号： G05B19/418
摘要： There is provided a method (1300) for verifying process orchestration logic for a modular plant. The method comprises: generating (1302) a plant execution model representing the process orchestration logic; analyzing (1304) the plant execution model to identify one or more potential failure scenarios; and generating (1306) one or more test cases based on the one or more identified failure scenarios.

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