DK4080304T3 - System og metode til detektion af cyberangreb i et vindmøllestyringssystem - Google Patents

System og metode til detektion af cyberangreb i et vindmøllestyringssystem Download PDF

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Publication number
DK4080304T3
DK4080304T3 DK22167207.4T DK22167207T DK4080304T3 DK 4080304 T3 DK4080304 T3 DK 4080304T3 DK 22167207 T DK22167207 T DK 22167207T DK 4080304 T3 DK4080304 T3 DK 4080304T3
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DK
Denmark
Prior art keywords
detection
wind turbine
turbine control
control system
cyber attacks
Prior art date
Application number
DK22167207.4T
Other languages
English (en)
Inventor
Weizhong Yan
Zhaoyuan Yang
Masoud Abbaszadeh
Yuh-Shyang Wang
Hema Kumari Achanta
Fernando Javier D'amato
Original Assignee
General Electric Renovables Espana Sl
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Application filed by General Electric Renovables Espana Sl filed Critical General Electric Renovables Espana Sl
Application granted granted Critical
Publication of DK4080304T3 publication Critical patent/DK4080304T3/da

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    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0243—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults model based detection method, e.g. first-principles knowledge model
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
    • H04L63/1416—Event detection, e.g. attack signature detection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G06F21/55—Detecting local intrusion or implementing counter-measures
    • G06F21/552—Detecting local intrusion or implementing counter-measures involving long-term monitoring or reporting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G06F21/55—Detecting local intrusion or implementing counter-measures
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
    • H04L63/1425—Traffic logging, e.g. anomaly detection
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1441—Countermeasures against malicious traffic
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/20—Network architectures or network communication protocols for network security for managing network security; network security policies in general
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E10/00—Energy generation through renewable energy sources
    • Y02E10/70—Wind energy
    • Y02E10/72—Wind turbines with rotation axis in wind direction

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Security & Cryptography (AREA)
  • Computing Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Computer Hardware Design (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Computational Linguistics (AREA)
  • Automation & Control Theory (AREA)
  • Wind Motors (AREA)
DK22167207.4T 2021-04-21 2022-04-07 System og metode til detektion af cyberangreb i et vindmøllestyringssystem DK4080304T3 (da)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US17/236,638 US12034741B2 (en) 2021-04-21 2021-04-21 System and method for cyberattack detection in a wind turbine control system

Publications (1)

Publication Number Publication Date
DK4080304T3 true DK4080304T3 (da) 2025-01-20

Family

ID=81388995

Family Applications (1)

Application Number Title Priority Date Filing Date
DK22167207.4T DK4080304T3 (da) 2021-04-21 2022-04-07 System og metode til detektion af cyberangreb i et vindmøllestyringssystem

Country Status (5)

Country Link
US (1) US12034741B2 (da)
EP (1) EP4080304B1 (da)
CN (1) CN115314235A (da)
DK (1) DK4080304T3 (da)
ES (1) ES3007654T3 (da)

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CN116015789B (zh) * 2022-12-14 2026-03-17 卡斯柯信号有限公司 基于决策树应用于地铁通信的网络攻击检测方法
CN116538127B (zh) * 2023-06-16 2023-09-29 湖州越球电机有限公司 轴流风机及其控制系统
CN117034168A (zh) * 2023-08-08 2023-11-10 国网新疆电力有限公司信息通信公司 一种配电网线损数据校验修正方法及系统
EP4571103A1 (en) 2023-12-14 2025-06-18 General Electric Renovables España S.L. Method and system for predictive control of a wind turbine
CN117473242B (zh) * 2023-12-28 2024-03-19 成都四方伟业软件股份有限公司 一种时序数据故障检测方法、系统、设备及介质
US12510052B1 (en) 2024-06-27 2025-12-30 GE Vernova Renovables Espana, S.L. System and method for optimizing control of a wind turbine
CN120408418B (zh) * 2025-07-01 2025-12-09 山东金佑星水环境科技有限公司 一种用于三氯异氰尿酸废水处理的安全监测方法及系统

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Also Published As

Publication number Publication date
CN115314235A (zh) 2022-11-08
US20220345468A1 (en) 2022-10-27
EP4080304B1 (en) 2024-10-23
US12034741B2 (en) 2024-07-09
EP4080304A1 (en) 2022-10-26
ES3007654T3 (en) 2025-03-20

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