MX2022008115A - Metodo y aparato para inspeccionar pala de turbina eolica y dispositivo y medio de almacenamiento de los mismos. - Google Patents
Metodo y aparato para inspeccionar pala de turbina eolica y dispositivo y medio de almacenamiento de los mismos.Info
- Publication number
- MX2022008115A MX2022008115A MX2022008115A MX2022008115A MX2022008115A MX 2022008115 A MX2022008115 A MX 2022008115A MX 2022008115 A MX2022008115 A MX 2022008115A MX 2022008115 A MX2022008115 A MX 2022008115A MX 2022008115 A MX2022008115 A MX 2022008115A
- Authority
- MX
- Mexico
- Prior art keywords
- turbine blade
- wind turbine
- frequency spectrogram
- storage medium
- inspecting
- Prior art date
Links
Classifications
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- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
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- 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
- F05B2260/00—Function
- F05B2260/80—Diagnostics
-
- 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
- F05B2260/00—Function
- F05B2260/83—Testing, e.g. methods, components or tools therefor
-
- 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
- F05B2260/00—Function
- F05B2260/84—Modelling or simulation
-
- 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
- F05B2270/333—Noise or sound levels
-
- 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
-
- 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
- F05B2270/80—Devices generating input signals, e.g. transducers, sensors, cameras or strain gauges
- F05B2270/81—Microphones
-
- 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)
- Life Sciences & Earth Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Sustainable Development (AREA)
- Sustainable Energy (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- Data Mining & Analysis (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- Bioinformatics & Cheminformatics (AREA)
- General Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Wind Motors (AREA)
- Investigating Or Analyzing Materials By The Use Of Ultrasonic Waves (AREA)
- Measurement Of Mechanical Vibrations Or Ultrasonic Waves (AREA)
- Acoustics & Sound (AREA)
- Signal Processing (AREA)
- Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
Abstract
Se describen un método y un aparato para inspeccionar una pala de turbina eólica. El método incluye: adquirir una señal de sonido generada por la incidencia del viento en la pala de turbina eólica usando un dispositivo de adquisición de sonido; generar un espectrograma de frecuencia correspondiente a la señal de sonido; y obtener un resultado de reconocimiento de daños de pala de turbina eólica a partir del espectrograma de frecuencia al llevar a cabo un reconocimiento de imágenes en el espectrograma de frecuencia con base en un modelo de reconocimiento de daños. Con el método, se reconoce con precisión un tipo de daño de pala de turbina eólica en función del espectrograma de frecuencia sin inspección manual. Por lo tanto, se ahorran recursos humanos. Además, se puede monitorear en tiempo real el estado de salud de la pala de turbina eólica.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201911420554.6A CN111306008B (zh) | 2019-12-31 | 2019-12-31 | 风机叶片的检测方法、装置、设备及存储介质 |
PCT/SG2020/050785 WO2021137760A1 (en) | 2019-12-31 | 2020-12-28 | Method and apparatus for inspecting wind turbine blade, and device and storage medium thereof |
Publications (1)
Publication Number | Publication Date |
---|---|
MX2022008115A true MX2022008115A (es) | 2022-09-23 |
Family
ID=71156395
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
MX2022008115A MX2022008115A (es) | 2019-12-31 | 2020-12-28 | Metodo y aparato para inspeccionar pala de turbina eolica y dispositivo y medio de almacenamiento de los mismos. |
Country Status (12)
Country | Link |
---|---|
US (1) | US11905926B2 (es) |
EP (1) | EP4085376A4 (es) |
JP (1) | JP7199608B2 (es) |
KR (1) | KR102509577B1 (es) |
CN (1) | CN111306008B (es) |
AU (1) | AU2020416094A1 (es) |
BR (1) | BR112022013078A2 (es) |
CA (1) | CA3166457A1 (es) |
CL (1) | CL2022001768A1 (es) |
MX (1) | MX2022008115A (es) |
WO (1) | WO2021137760A1 (es) |
ZA (1) | ZA202208408B (es) |
Families Citing this family (12)
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TWI760904B (zh) * | 2020-10-28 | 2022-04-11 | 恩波信息科技股份有限公司 | 基於聲音的機械監測系統及方法 |
CN112598027B (zh) * | 2020-12-09 | 2024-06-18 | 深圳市优必选科技股份有限公司 | 一种设备的异常识别方法、装置、终端设备及存储介质 |
TWI742959B (zh) * | 2020-12-09 | 2021-10-11 | 國立臺灣大學 | 檢測設備、檢測系統及風力發電機組 |
CN112560673A (zh) * | 2020-12-15 | 2021-03-26 | 北京天泽智云科技有限公司 | 一种基于图像识别的雷声检测方法及*** |
CN112727704B (zh) * | 2020-12-15 | 2021-11-30 | 北京天泽智云科技有限公司 | 一种叶片前缘腐蚀的监测方法及*** |
CN112727703B (zh) * | 2020-12-15 | 2022-02-11 | 北京天泽智云科技有限公司 | 基于音频信号的风机叶片保护膜的损伤监测方法及*** |
CN112735448A (zh) * | 2020-12-15 | 2021-04-30 | 北京天泽智云科技有限公司 | 一种基于目标检测的声音检测方法及*** |
CN113464380B (zh) * | 2021-08-09 | 2022-09-27 | 观为监测技术无锡股份有限公司 | 一种塔筒安全性能确定方法、装置、设备及存储介质 |
CN114483417B (zh) * | 2022-01-10 | 2023-06-16 | 中国长江三峡集团有限公司 | 一种基于声纹识别的水轮机导叶漏水缺陷快速识别方法 |
CN114464152B (zh) * | 2022-04-13 | 2022-07-19 | 齐鲁工业大学 | 一种基于视觉变换网络的音乐流派分类方法及*** |
CN115163426A (zh) * | 2022-07-07 | 2022-10-11 | 府谷县京能新能源有限公司 | 基于ai听诊的风机故障检测方法及***、风机安全*** |
CN116740619B (zh) * | 2023-08-10 | 2023-10-17 | 中国海洋大学 | 基于数字图像处理的海上风力机角速度测量方法 |
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DE10065314B4 (de) * | 2000-12-30 | 2007-08-16 | Igus - Innovative Technische Systeme Gmbh | Verfahren und Einrichtung zur Überwachung des Zustandes von Rotorblättern an Windkraftanlagen |
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US7487059B2 (en) * | 2007-06-21 | 2009-02-03 | The Boeing Company | Transducer health diagnostics for structural health monitoring (SHM) systems |
DE102008026842B3 (de) * | 2008-06-05 | 2010-02-18 | Repower Systems Ag | Verfahren und Anordnung zum Überwachen des Betriebs einer Windenergieanlage |
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CN110985310B (zh) * | 2019-12-16 | 2021-03-30 | 大连赛听科技有限公司 | 基于声传感器阵列的风力发电机叶片故障监测方法与设备 |
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CN112727704B (zh) * | 2020-12-15 | 2021-11-30 | 北京天泽智云科技有限公司 | 一种叶片前缘腐蚀的监测方法及*** |
CN114593023A (zh) * | 2022-03-25 | 2022-06-07 | 中国华能集团清洁能源技术研究院有限公司 | 一种风电机组叶片裂纹监测***及方法 |
-
2019
- 2019-12-31 CN CN201911420554.6A patent/CN111306008B/zh active Active
-
2020
- 2020-12-28 BR BR112022013078A patent/BR112022013078A2/pt unknown
- 2020-12-28 AU AU2020416094A patent/AU2020416094A1/en not_active Abandoned
- 2020-12-28 US US17/790,078 patent/US11905926B2/en active Active
- 2020-12-28 MX MX2022008115A patent/MX2022008115A/es unknown
- 2020-12-28 EP EP20910705.1A patent/EP4085376A4/en active Pending
- 2020-12-28 WO PCT/SG2020/050785 patent/WO2021137760A1/en active Search and Examination
- 2020-12-28 KR KR1020227026225A patent/KR102509577B1/ko active IP Right Grant
- 2020-12-28 JP JP2022551545A patent/JP7199608B2/ja active Active
- 2020-12-28 CA CA3166457A patent/CA3166457A1/en active Pending
-
2022
- 2022-06-28 CL CL2022001768A patent/CL2022001768A1/es unknown
- 2022-07-27 ZA ZA2022/08408A patent/ZA202208408B/en unknown
Also Published As
Publication number | Publication date |
---|---|
EP4085376A4 (en) | 2023-02-08 |
JP2022552449A (ja) | 2022-12-15 |
BR112022013078A2 (pt) | 2022-09-06 |
AU2020416094A1 (en) | 2022-07-28 |
CN111306008B (zh) | 2022-03-11 |
CN111306008A (zh) | 2020-06-19 |
JP7199608B2 (ja) | 2023-01-05 |
CL2022001768A1 (es) | 2022-11-25 |
ZA202208408B (en) | 2022-10-26 |
KR20220116051A (ko) | 2022-08-19 |
US11905926B2 (en) | 2024-02-20 |
EP4085376A1 (en) | 2022-11-09 |
KR102509577B1 (ko) | 2023-03-14 |
WO2021137760A1 (en) | 2021-07-08 |
US20230123117A1 (en) | 2023-04-20 |
CA3166457A1 (en) | 2021-07-08 |
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