DK4045791T3 - Fremgangsmåde og anordning til computerimplementeret overvågning af en vindmølle - Google Patents
Fremgangsmåde og anordning til computerimplementeret overvågning af en vindmølle Download PDFInfo
- 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
Links
- RLQJEEJISHYWON-UHFFFAOYSA-N flonicamid Chemical compound FC(F)(F)C1=CC=NC=C1C(=O)NCC#N RLQJEEJISHYWON-UHFFFAOYSA-N 0.000 title 1
- 238000000034 method Methods 0.000 title 1
- 238000012544 monitoring process Methods 0.000 title 1
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)
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)
| 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)
| 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 |
-
2019
- 2019-12-16 EP EP19216579.3A patent/EP3839250A1/en not_active Ceased
-
2020
- 2020-12-09 CN CN202080087294.XA patent/CN114761682A/zh active Pending
- 2020-12-09 EP EP20828967.8A patent/EP4045791B1/en active Active
- 2020-12-09 DK DK20828967.8T patent/DK4045791T3/da active
- 2020-12-09 WO PCT/EP2020/085207 patent/WO2021122194A1/en not_active Ceased
- 2020-12-09 US US17/782,722 patent/US20230010764A1/en not_active Abandoned
- 2020-12-09 ES ES20828967T patent/ES2968734T3/es active Active
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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