ATE440315T1 - Verfahren und rechnersystem zur verarbeitung von betriebsdaten von windenergieanlagen - Google Patents
Verfahren und rechnersystem zur verarbeitung von betriebsdaten von windenergieanlagenInfo
- Publication number
- ATE440315T1 ATE440315T1 AT02776909T AT02776909T ATE440315T1 AT E440315 T1 ATE440315 T1 AT E440315T1 AT 02776909 T AT02776909 T AT 02776909T AT 02776909 T AT02776909 T AT 02776909T AT E440315 T1 ATE440315 T1 AT E440315T1
- Authority
- AT
- Austria
- Prior art keywords
- data
- wind turbine
- computer system
- operating data
- turbine systems
- Prior art date
Links
- 238000000034 method Methods 0.000 title abstract 3
- RLQJEEJISHYWON-UHFFFAOYSA-N flonicamid Chemical compound FC(F)(F)C1=CC=NC=C1C(=O)NCC#N RLQJEEJISHYWON-UHFFFAOYSA-N 0.000 title 1
- 238000012937 correction Methods 0.000 abstract 2
Classifications
-
- 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
- G05B23/0221—Preprocessing measurements, e.g. data collection rate adjustment; Standardization of measurements; Time series or signal analysis, e.g. frequency analysis or wavelets; Trustworthiness of measurements; Indexes therefor; Measurements using easily measured parameters to estimate parameters difficult to measure; Virtual sensor creation; De-noising; Sensor fusion; Unconventional preprocessing inherently present in specific fault detection methods like PCA-based methods
-
- 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
- F03D7/047—Automatic control; Regulation by means of an electrical or electronic controller characterised by the controller architecture, e.g. multiple processors or data communications
-
- 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
- F03D7/048—Automatic control; Regulation by means of an electrical or electronic controller controlling wind farms
-
- 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
- F05B2270/80—Devices generating input signals, e.g. transducers, sensors, cameras or strain gauges
- F05B2270/803—Sampling thereof
-
- 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
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B10/00—Integration of renewable energy sources in buildings
- Y02B10/30—Wind power
-
- 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)
- Sustainable Development (AREA)
- Sustainable Energy (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Wind Motors (AREA)
- Remote Monitoring And Control Of Power-Distribution Networks (AREA)
- Supply And Distribution Of Alternating Current (AREA)
- Selective Calling Equipment (AREA)
- Testing And Monitoring For Control Systems (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US32518201P | 2001-09-28 | 2001-09-28 | |
PCT/DK2002/000645 WO2003029648A1 (en) | 2001-09-28 | 2002-09-30 | A method and a computer system for handling operational data of wind power plants |
Publications (1)
Publication Number | Publication Date |
---|---|
ATE440315T1 true ATE440315T1 (de) | 2009-09-15 |
Family
ID=23266785
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
AT02776909T ATE440315T1 (de) | 2001-09-28 | 2002-09-30 | Verfahren und rechnersystem zur verarbeitung von betriebsdaten von windenergieanlagen |
Country Status (7)
Country | Link |
---|---|
US (1) | US7099800B2 (de) |
EP (1) | EP1438501B1 (de) |
AT (1) | ATE440315T1 (de) |
AU (1) | AU2002339417B2 (de) |
DE (1) | DE60233421D1 (de) |
ES (1) | ES2329019T3 (de) |
WO (1) | WO2003029648A1 (de) |
Families Citing this family (43)
Publication number | Priority date | Publication date | Assignee | Title |
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DE10327344A1 (de) * | 2003-06-16 | 2005-01-27 | Repower Systems Ag | Windenergieanlage |
US7013203B2 (en) * | 2003-10-22 | 2006-03-14 | General Electric Company | Wind turbine system control |
WO2007057493A2 (es) * | 2005-11-21 | 2007-05-24 | Acciona Biocombustibles, S.A. | Dispositivo eléctrico-electrónico para medición y emulación de sistemas eólicos. |
DE102006034251B8 (de) | 2006-07-21 | 2014-08-21 | Senvion Se | Verfahren zum Betreiben einer Windenergieanlage |
AU2007291689B2 (en) | 2006-09-01 | 2010-08-05 | Vestas Wind Systems A/S | System and method of controlling a wind turbine in a wind powerplant |
CA2662032C (en) | 2006-09-01 | 2016-05-17 | Vestas Wind Systems A/S | A priority system for communication in a system of at least two distributed wind turbines |
US7523001B2 (en) * | 2006-09-28 | 2009-04-21 | General Electric Company | Method and apparatus for operating wind turbine generators |
EP2092190B1 (de) * | 2006-12-18 | 2015-06-17 | Vestas Wind Systems A/S | Verfahren und system zur durchführung eines funktionstests mindestens eines eingebetteten unterelements einer windturbine |
CN101600886B (zh) * | 2007-01-15 | 2013-07-17 | 维斯塔斯风力系统有限公司 | 用于风电场监视和控制的系统和方法 |
EP1976177B1 (de) * | 2007-03-30 | 2014-07-02 | ABB Technology AG | Unterstations-Automatisierungssystem mit erhöhter Verfügbarkeit |
DE102007027849A1 (de) * | 2007-06-13 | 2008-12-18 | Repower Systems Ag | Verfahren zum Betreiben einer Windenergieanlage |
US20090106290A1 (en) * | 2007-10-17 | 2009-04-23 | Rivard James P | Method of analyzing manufacturing process data |
US20090192868A1 (en) * | 2008-01-24 | 2009-07-30 | Vrinda Rajiv | Method and System for Analyzing Performance of a Wind Farm |
US8731732B2 (en) | 2008-02-25 | 2014-05-20 | Stanley Klein | Methods and system to manage variability in production of renewable energy |
WO2009126988A1 (en) * | 2008-04-14 | 2009-10-22 | Wongalea Holdings Pty Ltd | Control system for a windmill kite |
US20090299780A1 (en) * | 2008-05-29 | 2009-12-03 | Abhinanda Sarkar | Method and apparatus for determining and/or providing power output information of wind turbine farms |
ES2545606T3 (es) * | 2008-06-30 | 2015-09-14 | Vestas Wind Systems A/S | Procedimiento y sistema para operar una planta de energía eólica que comprende un número de generadores de turbina eólica |
AU2009265720B2 (en) * | 2008-06-30 | 2011-12-08 | Vestas Wind Systems A/S | A method of controlling a wind power plant |
EP2141359A1 (de) * | 2008-07-02 | 2010-01-06 | Siemens Aktiengesellschaft | Konfigurationsverwaltungssystem für Windturbinen und zentrales Computersystem dafür |
JP4698718B2 (ja) * | 2008-09-30 | 2011-06-08 | 株式会社日立製作所 | 風力発電装置群の制御装置及び制御方法 |
EP2464860B1 (de) * | 2009-08-14 | 2015-04-22 | Vestas Wind Systems A/S | Windturbine mit variabler geschwindigkeit und verfahren für den betrieb der windturbine mit variabler geschwindigkeit während eines leistungsungleichgewichts |
US8162788B2 (en) * | 2009-08-27 | 2012-04-24 | General Electric Company | System, device and method for wind turbine control based on operating profiles |
US20100280872A1 (en) * | 2009-08-27 | 2010-11-04 | Scholte-Wassink Hartmut | Methods and systems for monitoring and scheduling operations and maintenance activities |
US7895016B2 (en) * | 2009-08-31 | 2011-02-22 | General Electric Company | System and method for wind turbine health management |
US7948103B2 (en) * | 2009-09-03 | 2011-05-24 | General Electric Company | Method and system for verifying wind turbine operation |
US8277183B2 (en) * | 2009-09-30 | 2012-10-02 | General Electric Company | Systems and methods for monitoring wind turbine operation |
US20110135473A1 (en) * | 2009-12-22 | 2011-06-09 | Singamsetti V N S Raju | System, device, and method for monitoring a wind turbine using data quality indicators |
WO2011118007A1 (ja) * | 2010-03-25 | 2011-09-29 | 三菱電機株式会社 | データ送信装置 |
US20120080881A1 (en) * | 2010-10-05 | 2012-04-05 | Vaibhav Srivastava | System, device, and method for automated monitoring and operation of wind turbines |
US8433425B2 (en) | 2011-04-29 | 2013-04-30 | General Electric Company | Method, system and computer program product for dynamic rule engine for a wind turbine farm |
EP2780585A1 (de) * | 2011-11-15 | 2014-09-24 | KK-Electronic A/S | System und verfahren zur identifizierung von vorschlägen zur behebung von windturbinenstörungen |
CN102562451B (zh) * | 2012-01-17 | 2014-04-30 | 甘肃省电力公司风电技术中心 | 一种千万千瓦级大型风电场实时监测系统 |
US9958863B2 (en) | 2012-10-31 | 2018-05-01 | General Electric Company | Method, system, and device for monitoring operations of a system asset |
US9157415B1 (en) * | 2014-03-21 | 2015-10-13 | General Electric Company | System and method of controlling an electronic component of a wind turbine using contingency communications |
EP3149325B1 (de) * | 2014-05-30 | 2020-09-30 | Vestas Wind Systems A/S | Windkraftanlage mit verringerten verlusten |
US9983241B2 (en) * | 2014-09-22 | 2018-05-29 | Siemens Aktiengesellschaft | Method and a control unit for validating an electric power plant |
EP3440349B1 (de) | 2016-04-07 | 2021-06-16 | Vestas Wind Systems A/S | Datenerfassungssystem für windturbinendaten |
DK201800635A1 (en) * | 2018-09-25 | 2020-04-28 | Scada International A/S | A method for improving reporting of operational data of a wind turbine |
DK180261B1 (en) * | 2018-09-25 | 2020-09-17 | Scada Int A/S | A method for assessing the reliability of data relating to the operation of a wind turbine |
DK180144B1 (en) * | 2018-09-25 | 2020-06-24 | Scada Int A/S | A method for improving reporting of operational data of a wind turbine |
KR102309596B1 (ko) * | 2020-12-29 | 2021-10-06 | 포항공과대학교 산학협력단 | 미래 풍황 예측을 통한 풍력발전 시스템 및 풍력발전기 제어방법 |
US11695274B1 (en) * | 2022-03-21 | 2023-07-04 | Nuvve Corporation | Aggregation platform for intelligent local energy management system |
US11747781B1 (en) | 2022-03-21 | 2023-09-05 | Nuvve Corporation | Intelligent local energy management system at local mixed power generating sites for providing grid services |
Family Cites Families (23)
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US5646343A (en) * | 1993-07-02 | 1997-07-08 | Pritchard; Declan Nigel | System and method for monitoring wind characteristics |
WO1997007443A1 (en) | 1995-08-18 | 1997-02-27 | Dornan Research & Development Limited | Validation control system |
DE19713583A1 (de) * | 1997-04-02 | 1998-10-08 | En Umwelt Beratung E V I | Verfahren und System zur Bestimmung der Lebensdauerressourcen einer Maschine insbesondere einer Windkraftanlage in der Betriebsführung zur optimalen Nutzung in der Betriebszeit |
DE19948196A1 (de) * | 1999-10-06 | 2001-05-17 | Aloys Wobben | Verfahren zum Betrieb eines Windparks |
US20020029097A1 (en) * | 2000-04-07 | 2002-03-07 | Pionzio Dino J. | Wind farm control system |
US7162450B2 (en) | 2000-06-30 | 2007-01-09 | Ponzio Jr Frank J | Business method for determining quality and integrity of data content |
US6681156B1 (en) * | 2000-09-28 | 2004-01-20 | Siemens Aktiengesellschaft | System and method for planning energy supply and interface to an energy management system for use in planning energy supply |
DE10059018C2 (de) * | 2000-11-28 | 2002-10-24 | Aloys Wobben | Windenergieanlage bzw. Windpark bestehend aus einer Vielzahl von Windenergieanlagen |
US20020084655A1 (en) * | 2000-12-29 | 2002-07-04 | Abb Research Ltd. | System, method and computer program product for enhancing commercial value of electrical power produced from a renewable energy power production facility |
DE10115267C2 (de) * | 2001-03-28 | 2003-06-18 | Aloys Wobben | Verfahren zur Überwachung einer Windenergieanlage |
US6670721B2 (en) * | 2001-07-10 | 2003-12-30 | Abb Ab | System, method, rotating machine and computer program product for enhancing electric power produced by renewable facilities |
US6963802B2 (en) * | 2001-10-05 | 2005-11-08 | Enis Ben M | Method of coordinating and stabilizing the delivery of wind generated energy |
US6975925B1 (en) * | 2002-03-19 | 2005-12-13 | Windlynx Systems, B.V. | Forecasting an energy output of a wind farm |
US7071579B2 (en) * | 2002-06-07 | 2006-07-04 | Global Energyconcepts,Llc | Wind farm electrical system |
US20050108150A1 (en) * | 2002-06-18 | 2005-05-19 | Pethick David G. | Method and system for creating wind index values supporting the settlement of risk transfer and derivative contracts |
US6858953B2 (en) * | 2002-12-20 | 2005-02-22 | Hawaiian Electric Company, Inc. | Power control interface between a wind farm and a power transmission system |
US6925385B2 (en) * | 2003-05-16 | 2005-08-02 | Seawest Holdings, Inc. | Wind power management system and method |
US7013203B2 (en) * | 2003-10-22 | 2006-03-14 | General Electric Company | Wind turbine system control |
CA2455689A1 (en) * | 2004-01-23 | 2005-07-23 | Stuart Energy Systems Corporation | System for controlling hydrogen network |
US20050192827A1 (en) * | 2004-02-27 | 2005-09-01 | Mertins Karl-Heinz O. | Method and system for providing a diverse supply of electrical energy |
US20050192859A1 (en) * | 2004-02-27 | 2005-09-01 | Mertins Karl-Heinz O. | Method and system of establishing a wind-powered electrical energy facility |
US7822582B2 (en) * | 2004-02-27 | 2010-10-26 | Deere & Company | Method and system of determining a location for a wind-powered electrical energy facility |
US7447613B2 (en) * | 2004-02-27 | 2008-11-04 | Deere & Company | Method and system for providing a diverse supply of electrical energy |
-
2002
- 2002-09-30 AT AT02776909T patent/ATE440315T1/de not_active IP Right Cessation
- 2002-09-30 WO PCT/DK2002/000645 patent/WO2003029648A1/en not_active Application Discontinuation
- 2002-09-30 US US10/491,107 patent/US7099800B2/en not_active Expired - Fee Related
- 2002-09-30 DE DE60233421T patent/DE60233421D1/de not_active Expired - Lifetime
- 2002-09-30 AU AU2002339417A patent/AU2002339417B2/en not_active Ceased
- 2002-09-30 ES ES02776909T patent/ES2329019T3/es not_active Expired - Lifetime
- 2002-09-30 EP EP02776909A patent/EP1438501B1/de not_active Revoked
Also Published As
Publication number | Publication date |
---|---|
AU2002339417B2 (en) | 2006-02-23 |
EP1438501A1 (de) | 2004-07-21 |
DE60233421D1 (de) | 2009-10-01 |
US20050107989A1 (en) | 2005-05-19 |
EP1438501B1 (de) | 2009-08-19 |
US7099800B2 (en) | 2006-08-29 |
ES2329019T3 (es) | 2009-11-20 |
WO2003029648A1 (en) | 2003-04-10 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
RER | Ceased as to paragraph 5 lit. 3 law introducing patent treaties |