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System and method for cognitive engineering technology for automation and control of systems

A technology and engineering technology, applied in the field of digital modeling automation and control systems, can solve problems such as inability to realize self-awareness, lack of artificial intelligence, etc.

Pending Publication Date: 2019-11-15
SIEMENS AG
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Cyber-physical system (CPS) components such as programmable logic controllers (PLCs) are programmed to perform specific tasks, but they are not self-aware
Additionally, current CPSs lack artificial intelligence (AI) capabilities

Method used

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  • System and method for cognitive engineering technology for automation and control of systems
  • System and method for cognitive engineering technology for automation and control of systems
  • System and method for cognitive engineering technology for automation and control of systems

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Embodiment Construction

[0025] Cognitive Engineering Techniques for Automation and Control (CENTAUR) is a transformational approach to the design, engineering, and operation of complex cyber-physical systems (CPS), where human knowledge is paired with artificial intelligence systems to jointly discover previously unknown new automation and control methods. The discovered approach enables unprecedented levels of performance, reliability, resilience and flexibility. Wall Street quantitative analysts said: "No man is stronger than a machine, and no machine is stronger than a man with a machine." Based on this perspective, CENTAUR aims to create CPSs that collaborate with humans and behave like living organisms in that they are aware of themselves and their environment (self-awareness), devise their own plans (self-planning), and recognize problems and reconfigure itself (self-healing). To realize this vision, a digital twin was created that provides a realistic digital representation of the OE co-evol...

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Abstract

A method of performing cognitive engineering comprises extracting human knowledge from at least one user tool, receiving system information from a cyber-physical system (CPS), organizing the human knowledge and the received system information into a digital twin graph (DTG), performing one or more machine learning techniques on the DTG to generate an engineering option relating to the CPS, and providing the generated engineering option to a user in the at least one user tool. The method may include recording a plurality of user actions in the at least one user tool, storing the plurality of user actions in chronological order to create a series of user actions, and storing historical data relating a plurality of stored series of user actions.

Description

[0001] Cross References to Related Applications [0002] This application claims priority under 35 U.S.C. §119(e) to U.S. Provisional Patent Application Serial No. 62 / 449,756, filed January 24, 2017, entitled "CENTAUR: Cognitive Engineering Techniques for Automation and Control," Its entire content is incorporated herein by reference. technical field [0003] This application deals with automation and control. More specifically, the present application relates to digitally modeled automation and control systems. Background technique [0004] Cyber-physical system (CPS) components such as programmable logic controllers (PLCs) are programmed to perform specific tasks, but they are not self-aware. Additionally, current CPSs lack artificial intelligence (AI) capabilities. [0005] Currently, attempts are being made to integrate AI into CPS. For example, recent research has shown that PLCs and edge devices, such as smart sensors, can be programmed using AI techniques to enabl...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N5/02G06N99/00G06N20/00
CPCG06N5/022G06N20/00G06N5/04G06F30/20G06N3/045
Inventor 阿基梅德斯·马丁内斯·卡内多桑吉乌·斯里瓦斯塔瓦利维奥·达洛罗
Owner SIEMENS AG
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