DK4045791T3 - Fremgangsmåde og anordning til computerimplementeret overvågning af en vindmølle - Google Patents

Fremgangsmåde og anordning til computerimplementeret overvågning af en vindmølle Download PDF

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Publication number
DK4045791T3
DK4045791T3 DK20828967.8T DK20828967T DK4045791T3 DK 4045791 T3 DK4045791 T3 DK 4045791T3 DK 20828967 T DK20828967 T DK 20828967T DK 4045791 T3 DK4045791 T3 DK 4045791T3
Authority
DK
Denmark
Prior art keywords
computer
wind turbine
implemented monitoring
monitoring
implemented
Prior art date
Application number
DK20828967.8T
Other languages
English (en)
Inventor
Bert Gollnick
Original Assignee
Siemens Gamesa Renewable Energy As
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Siemens Gamesa Renewable Energy As filed Critical Siemens Gamesa Renewable Energy As
Application granted granted Critical
Publication of DK4045791T3 publication Critical patent/DK4045791T3/da

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Classifications

    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
    • F03D—WIND MOTORS
    • F03D17/00—Monitoring or testing of wind motors, e.g. diagnostics
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
    • F03D—WIND MOTORS
    • F03D7/00—Controlling wind motors 
    • F03D7/02—Controlling wind motors  the wind motors having rotation axis substantially parallel to the air flow entering the rotor
    • F03D7/04—Automatic control; Regulation
    • F03D7/042—Automatic control; Regulation by means of an electrical or electronic controller
    • F03D7/043—Automatic control; Regulation by means of an electrical or electronic controller characterised by the type of control logic
    • F03D7/046—Automatic control; Regulation by means of an electrical or electronic controller characterised by the type of control logic with learning or adaptive control, e.g. self-tuning, fuzzy logic or neural network
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
    • F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
    • F05B2270/00—Control
    • F05B2270/30—Control parameters, e.g. input parameters
    • F05B2270/335—Output power or torque
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
    • F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
    • F05B2270/00—Control
    • F05B2270/70—Type of control algorithm
    • F05B2270/709—Type of control algorithm with neural networks
    • 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)
  • Mechanical Engineering (AREA)
  • Sustainable Development (AREA)
  • Sustainable Energy (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Wind Motors (AREA)
DK20828967.8T 2019-12-16 2020-12-09 Fremgangsmåde og anordning til computerimplementeret overvågning af en vindmølle DK4045791T3 (da)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
EP19216579.3A EP3839250A1 (en) 2019-12-16 2019-12-16 Method and an apparatus for computer-implemented monitoring of a wind turbine
PCT/EP2020/085207 WO2021122194A1 (en) 2019-12-16 2020-12-09 Method and an apparatus for computer-implemented monitoring of a wind turbine

Publications (1)

Publication Number Publication Date
DK4045791T3 true DK4045791T3 (da) 2023-11-27

Family

ID=68917638

Family Applications (1)

Application Number Title Priority Date Filing Date
DK20828967.8T DK4045791T3 (da) 2019-12-16 2020-12-09 Fremgangsmåde og anordning til computerimplementeret overvågning af en vindmølle

Country Status (6)

Country Link
US (1) US20230010764A1 (da)
EP (2) EP3839250A1 (da)
CN (1) CN114761682A (da)
DK (1) DK4045791T3 (da)
ES (1) ES2968734T3 (da)
WO (1) WO2021122194A1 (da)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3885575A1 (en) * 2020-03-25 2021-09-29 Siemens Gamesa Renewable Energy A/S Method for determining a spatial arrangement of a floating wind turbine relative to its environment
US12435700B2 (en) * 2021-12-14 2025-10-07 City University Of Hong Kong Wind turbine performance determination and control
CN115016270A (zh) * 2022-05-31 2022-09-06 南京航空航天大学 基于卷积神经网络的涡扇发动机个体差异偏差修正方法
US12457151B2 (en) * 2023-08-31 2025-10-28 Oracle International Corporation Multivariate and multi-timescale anomaly detection

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7895018B2 (en) * 2007-08-10 2011-02-22 General Electric Company Event monitoring via combination of signals
US20110313726A1 (en) * 2009-03-05 2011-12-22 Honeywell International Inc. Condition-based maintenance system for wind turbines
US20120209539A1 (en) * 2011-02-10 2012-08-16 Honeywell International Inc. Turbine fault analysis
EP2746885A1 (en) * 2012-12-18 2014-06-25 Alstom Wind, S.L.U. Method of monitoring the condition of a wind turbine
US9347430B2 (en) * 2013-04-12 2016-05-24 King Fahd University Of Petroleum And Minerals Adaptive pitch control system for wind generators
US20150077155A1 (en) * 2013-09-18 2015-03-19 Palle Clausen Monitoring of wind turbine performance
CN105510038B (zh) * 2015-12-31 2018-07-27 北京金风科创风电设备有限公司 风电机组故障监测方法和装置
DK179018B1 (en) * 2016-03-14 2017-08-21 Ventus Eng Gmbh Method of condition monitoring one or more wind turbines and parts thereof and performing instant alarm when needed
US11327475B2 (en) * 2016-05-09 2022-05-10 Strong Force Iot Portfolio 2016, Llc Methods and systems for intelligent collection and analysis of vehicle data
DK3464895T3 (da) * 2016-05-23 2022-01-17 Gen Electric System og fremgangsmåde til effektudgangprognosticering for en vindmøllepark
US10330081B2 (en) * 2017-02-07 2019-06-25 International Business Machines Corporation Reducing curtailment of wind power generation
CN106991508A (zh) * 2017-05-25 2017-07-28 华北电力大学 一种基于dbscan的风电机组运行状态识别方法
US10309372B2 (en) * 2017-05-25 2019-06-04 Hitachi, Ltd. Adaptive power generation management
CN109117858B (zh) * 2017-06-26 2024-02-13 北京金风科创风电设备有限公司 监测风力发电机叶片结冰的方法及装置
EP3453874A1 (en) * 2017-09-08 2019-03-13 Sulzer & Schmid Laboratories AG Method for analysis of sensor data related to a wind turbine

Also Published As

Publication number Publication date
US20230010764A1 (en) 2023-01-12
WO2021122194A1 (en) 2021-06-24
EP4045791A1 (en) 2022-08-24
ES2968734T3 (es) 2024-05-13
EP4045791B1 (en) 2023-11-08
CN114761682A (zh) 2022-07-15
EP3839250A1 (en) 2021-06-23

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