CN112283047A - Load monitoring method and system based on wind turbine clearance monitoring - Google Patents
Load monitoring method and system based on wind turbine clearance monitoring Download PDFInfo
- Publication number
- CN112283047A CN112283047A CN202010945657.0A CN202010945657A CN112283047A CN 112283047 A CN112283047 A CN 112283047A CN 202010945657 A CN202010945657 A CN 202010945657A CN 112283047 A CN112283047 A CN 112283047A
- Authority
- CN
- China
- Prior art keywords
- load
- real
- time
- clearance
- wind turbine
- Prior art date
- Legal status (The legal status 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 status listed.)
- Granted
Links
- 238000012544 monitoring process Methods 0.000 title claims abstract description 63
- 238000000034 method Methods 0.000 title claims abstract description 21
- 230000005540 biological transmission Effects 0.000 claims abstract description 48
- 238000005259 measurement Methods 0.000 claims description 8
- 230000001133 acceleration Effects 0.000 claims description 4
- 238000012938 design process Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000012795 verification Methods 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
Images
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
- F03D7/0264—Controlling wind motors the wind motors having rotation axis substantially parallel to the air flow entering the rotor for stopping; controlling in emergency situations
- F03D7/0268—Parking or storm protection
-
- 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
-
- 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)
- Wind Motors (AREA)
Abstract
The invention discloses a load monitoring method and a system based on clearance monitoring of a wind turbine generator, wherein a database is established, real-time clearance and a clearance threshold value are compared, when the real-time clearance is greater than the clearance threshold value, corresponding real-time blade root load, real-time transmission chain load, real-time tower top load and real-time tower bottom load are obtained by acquiring state data of the wind turbine generator and combining the real-time clearance; when any one of the real-time blade root load, the real-time transmission chain load, the real-time tower top load and the real-time tower bottom load is larger than or equal to the corresponding blade root load threshold, the transmission chain load threshold, the tower top load threshold or the tower bottom load threshold, the wind turbine generator is stopped; the system comprises a clearance monitoring and judging module, a load monitoring and judging module and a wind generating set state data module; the estimation of the load of the wind turbine generator is realized by combining the real-time clearance with the state data of the wind turbine generator, so that the safe operation of the wind turbine generator is better guaranteed, the cost is lower, and equipment does not need to be additionally input again.
Description
Technical Field
The invention relates to the field of load monitoring of wind turbines, in particular to a load monitoring method and system based on clearance monitoring of a wind turbine.
Background
The flexibility is increased along with the longer and longer blades; in addition, the wind turbine generator is huge in cost and pressure, the allowance of clearance in the design process of the wind turbine generator is smaller and smaller, a clearance monitoring system is configured for the wind turbine generator, clearance data in the operation process of the wind turbine generator is measured in real time, the need is increased, and in order to guarantee safe operation of the wind turbine generator, monitoring of loads of the wind turbine generator is also necessary.
In the prior art, a clearance is mostly used, namely, a method for monitoring or measuring the distance between a blade and a tower drum is adopted, or a blade root load and a tower top load are measured through a sensor and compared with a threshold load, so that whether a wind turbine generator needs to be shut down or not is determined, and the safe operation of the wind turbine generator is guaranteed; in the monitoring method in the prior art, clearance monitoring and load monitoring are carried out separately, so that the investment on equipment is large, the monitoring process is complicated, and the cost is high.
Disclosure of Invention
The invention provides a load monitoring method based on wind turbine clearance monitoring, which is characterized in that a database of corresponding relations among clearance, blade root load, transmission chain load, tower top load, tower bottom load and wind turbine state data is established, real-time clearance data is utilized to judge blade root load, transmission chain load, tower top load and tower bottom load in a wind turbine, and further judge whether the wind turbine is stopped or is in load reduction operation, so that the safety of the wind turbine is ensured.
The technical scheme adopted for solving the problems in the prior art is as follows:
a load monitoring method based on wind turbine clearance monitoring is characterized in that a corresponding relation database among clearance, blade root load, transmission chain load, tower top load, tower bottom load and wind turbine state data is established by knowing a wind turbine clearance threshold, a blade root load threshold, a transmission chain load threshold, a tower top load threshold and a tower bottom load threshold, and comprises the following steps:
s1, acquiring real-time headroom; in the method, the real-time clearance data can be obtained by measuring through a distance measuring sensor.
S2, comparing the real-time clearance with a clearance threshold value, and stopping the wind turbine generator when the real-time clearance is smaller than or equal to the clearance threshold value; and when the real-time clearance is larger than the clearance threshold, entering a load judgment stage, and specifically comprising the following steps:
s21, acquiring state data of the wind turbine generator, and combining the real-time clearance to obtain corresponding real-time blade root load, real-time transmission chain load, real-time tower top load and real-time tower bottom load;
and S22, comparing the real-time blade root load, the real-time transmission chain load, the real-time tower top load and the real-time tower bottom load with the blade root load threshold, the transmission chain load threshold, the tower top load threshold and the tower bottom load threshold, and stopping the wind turbine generator when any one of the real-time blade root load, the real-time transmission chain load, the real-time tower top load and the real-time tower bottom load is larger than or equal to the corresponding blade root load threshold, the transmission chain load threshold, the tower top load threshold or the tower bottom load threshold.
Further, the wind turbine state data includes generated power, wind wheel rotation speed, generator torque, pitch angle, nacelle acceleration and pitch rate.
Further, in order to establish an effective database, a corresponding relation database among the clearance, the blade root load, the transmission chain load, the tower top load, the tower bottom load and the wind turbine state data is obtained by actual measurement and is verified by actual measurement data of the wind turbine; the database obtained through actual measurement is effective in actual verification and can be repeatedly used, along with the increase of the actual measurement, the database is more perfect, and the monitoring and comparison precision is higher.
Further, the clearance threshold, the blade root load threshold, the transmission chain load threshold, the tower top load threshold and the tower bottom load threshold are preset in a database; the clearance threshold, the blade root load threshold, the transmission chain load threshold, the tower top load threshold and the tower bottom load threshold are preset in the design process of the wind turbine generator.
Further, the real-time headroom is measured by a ranging sensor.
Further, in order to more accurately convert the real-time headroom data into the real-time load data, when the combination of the wind turbine state data and the real-time headroom has no direct corresponding data in the database, linear interpolation calculation is carried out according to the two groups of data which are closest to each other.
The invention also provides a load monitoring system based on wind turbine clearance monitoring, which solves the implementation problem of the method, and realizes the judgment of the blade load, the transmission chain load, the tower top load and the tower bottom load in the wind turbine through the cooperation of the clearance monitoring judgment module, the load monitoring judgment module and the wind turbine state data module, thereby completing the operation of stopping the wind turbine.
The system comprises a clearance monitoring and judging module, a load monitoring and judging module and a wind generating set state data module, wherein the clearance monitoring and judging module comprises a distance measuring sensor for monitoring real-time clearance, a data receiving and comparing module and a first judging module; the load monitoring and judging module comprises a net idle load module, a load database and a second judging module, wherein the net idle load module comprises a corresponding relation database among a net clearance, a blade root load, a transmission chain load, a tower top load, a tower bottom load and wind generating set state data.
The specific principle is as follows: measuring real-time clearance by a distance measuring sensor, entering a load judging step after the clearance judging step, combining wind turbine generator state data detected by a wind turbine generator state data module, comparing the real-time blade root load, the real-time transmission chain load, the real-time tower top load and the real-time tower bottom load by a database in a clearance load transferring module and calculating linear interpolation, comparing the real-time blade root load, the real-time transmission chain load, the real-time tower top load and the real-time tower bottom load with a blade root load threshold value, a transmission chain load threshold value, a tower top load threshold value and a tower bottom load threshold value in a load database, and comparing by a second judging module when any one of the real-time blade root load, the real-time transmission chain load, the real-time tower top load and the real-time tower bottom load is more than or equal to a corresponding blade root load threshold value, transmission, And when the tower top load threshold value and the tower bottom load threshold value are met, the wind turbine generator stops or reduces the load.
The beneficial effects are as follows:
according to the method, the corresponding relation database among the clearance, the blade root load, the transmission chain load, the tower top load, the tower bottom load and the wind turbine state data is established, the real-time clearance data is utilized to judge the blade root load, the transmission chain load, the tower top load and the tower bottom load in the wind turbine, and further judge whether the wind turbine is stopped or is in load reduction operation, so that the safety of the wind turbine is guaranteed, the cost is lower, and additional equipment investment is not needed.
Drawings
Fig. 1 is a schematic view of a load monitoring system based on clearance monitoring of a wind turbine generator in this embodiment.
Detailed Description
The present invention will be further described with reference to the following embodiments. Wherein the showings are for the purpose of illustration only and are shown by way of illustration only and not in actual form, and are not to be construed as limiting the present patent; to better illustrate the embodiments of the present invention, some parts of the drawings may be omitted, enlarged or reduced, and do not represent the size of an actual product; it will be understood by those skilled in the art that certain well-known structures in the drawings and descriptions thereof may be omitted.
As shown in fig. 1, the load monitoring system based on clearance monitoring of a wind turbine generator provided in this embodiment includes a clearance monitoring and determining module 1, a load monitoring and determining module 2, and a wind turbine generator state data module 3, where the clearance monitoring and determining module 1 includes a distance measuring sensor 10 for monitoring real-time clearance, a data receiving and comparing module 11, and a first determining module 12; the clearance monitoring and judging module 1 and the wind turbine state data module 3 are used as input and are connected with the load monitoring and judging module 2; the load monitoring and judging module 2 comprises a net idle load module 20, a load database 21 and a second judging module 22, and the net idle load module 20 comprises a corresponding relation database 23 among net idle, blade root load, transmission chain load, tower top load, tower bottom load and wind generating set state data.
The system working principle in the embodiment is as follows: the distance measuring sensor 10 measures a real-time clearance, the clearance is judged and then enters a load judgment step, the real-time blade root load, the real-time transmission chain load, the real-time tower top load and the real-time tower bottom load are obtained by combining with the wind turbine state data detected by the wind turbine state data module 3 through database comparison and linear interpolation calculation in the clearance load conversion module 2, the real-time blade root load, the real-time transmission chain load, the real-time tower top load and the real-time tower bottom load are compared with a blade root load threshold value, a transmission chain load threshold value, a tower top load threshold value and a tower bottom load threshold value in the load database 21, and when any one of the real-time blade root load, the real-time transmission chain load, the real-time tower top load and the real-time tower bottom load is more than or equal to a corresponding blade root load threshold value, transmission chain load threshold value, And when the tower top load threshold value and the tower bottom load threshold value are met, the wind turbine generator stops or reduces the load.
The embodiment further provides a load monitoring method based on clearance monitoring of the wind turbine generator, which specifically includes:
under the condition of the known clearance threshold, blade root load threshold, transmission chain load threshold, tower top load threshold and tower bottom load threshold of the wind turbine generator, specifically, the clearance threshold, the blade root load threshold, the transmission chain load threshold, the tower top load threshold and the tower bottom load threshold are preset in a database.
Establishing a corresponding relation database among clearance, blade root load, transmission chain load, tower top load, tower bottom load and wind generating set state data; the state data of the wind turbine generator set comprise generating power, wind wheel rotating speed, generator torque, pitch angle, cabin acceleration and pitch rate.
In order to establish an effective database, the corresponding relation database among the clearance, the blade root load, the transmission chain load, the tower top load, the tower bottom load and the wind generating set state data is obtained by the actual measurement of the wind generating set; the database obtained through actual measurement is effective in actual verification and can be repeatedly used, along with the increase of the actual measurement, the database is more perfect, and the monitoring and comparison precision is higher.
As shown in table 1 below, the database mapping relationship among the headroom, the blade root load, the transmission chain load, the tower top load, the tower bottom load and the wind turbine generator status data is as follows:
clearance | A1 | A2 | ... | An |
Blade root load | B1 | B2 | ... | Bn |
Load of transmission chain | C1 | C2 | ... | Cn |
Tower top load | D1 | D2 | ... | Dn |
Load at the bottom of the tower | E1 | E2 | ... | En |
Generated power | F1 | F2 | ... | Fn |
Rotational speed of wind wheel | G1 | G2 | ... | Gn |
Rotating speed of generator | H1 | H2 | ... | Hn |
Generator torque | I1 | I2 | ... | In |
Pitch angle | J1 | J2 | ... | Jn |
Acceleration of engine room | K1 | K2 | ... | Kn |
Variable pitch rate | L1 | L2 | ... | Ln |
TABLE 1
With reference to table 1, the specific monitoring method includes the following steps:
s1, in the embodiment, the obtained real-time headroom is A1(ii) a In this embodiment, the real-time headroom data may be measured by the ranging sensor.
S2, comparing the real-time clearance A1With a headroom threshold, when the real-time headroom is A1When the clearance is smaller than or equal to the clearance threshold value, the wind turbine generator is stopped; when the real-time headroom is A1And when the clearance is larger than the clearance threshold, entering a load judgment stage, and specifically comprising the following steps:
s21, according to the table 1, when the state data of the wind turbine generator obtained in the embodiment is F1、G1、H1、I1、J1、K1、L1In combination with said real-time headroom A1Obtaining the corresponding real-time blade root load B1Real time drive chain load C1Real time tower top load D1And real time tower bottom load E1;
S22, comparing the real-time blade root load B1Real time drive chain load C1Real time tower top load D1And real time tower bottom load E1The blade root load threshold, the transmission chain load threshold, the tower top load threshold and the tower bottom load threshold, when the real-time blade root load B1Real time drive chain load C1Real time tower top load D1And real time tower bottom load E1When any one of the root loading threshold value, the transmission chain loading threshold value, the tower top loading threshold value or the tower bottom loading threshold value is larger than or equal to the corresponding root loading threshold value, the wind turbine generator is stopped.
In this embodiment, in order to more accurately convert the real-time headroom data into the real-time load data, when the combination of the wind turbine generator state data and the real-time headroom has no direct corresponding data in the database, linear interpolation calculation is performed according to the two sets of data that are closest to each other.
In the embodiment, by establishing the database of the corresponding relationship among the clearance, the blade root load, the transmission chain load, the tower top load, the tower bottom load and the wind turbine state data, namely table 1 in the embodiment, the judgment of the blade root load, the transmission chain load, the tower top load and the tower bottom load in the wind turbine is realized by using the real-time clearance data, and then whether the wind turbine is stopped or is in load shedding operation is judged, so that the safety of the wind turbine is ensured, the cost is lower, and the equipment does not need to be additionally input again.
It should be understood that the above examples are only for clearly illustrating the technical solutions of the present invention, and are not intended to limit the embodiments of the present invention. Other variations and modifications will be apparent to persons skilled in the art in light of the above description. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present invention should be included in the protection of the claims of the present invention.
Claims (7)
1. A load monitoring method based on wind turbine clearance monitoring is characterized in that a wind turbine clearance threshold, a blade root load threshold, a transmission chain load threshold, a tower top load threshold and a tower bottom load threshold are known, a database of corresponding relations among the clearance, the blade root load, the transmission chain load, the tower top load, the tower bottom load and wind turbine state data is established, and the method comprises the following steps:
s1, acquiring real-time headroom;
s2, comparing the real-time clearance with a clearance threshold value, and stopping the wind turbine generator when the real-time clearance is smaller than or equal to the clearance threshold value; and when the real-time clearance is larger than the clearance threshold, entering a load judgment stage, and specifically comprising the following steps:
s21, acquiring state data of the wind turbine generator, and combining the real-time clearance to obtain corresponding real-time blade root load, real-time transmission chain load, real-time tower top load and real-time tower bottom load;
and S22, comparing the real-time blade root load, the real-time transmission chain load, the real-time tower top load and the real-time tower bottom load with the blade root load threshold, the transmission chain load threshold, the tower top load threshold and the tower bottom load threshold, and stopping the wind turbine generator when any one of the real-time blade root load, the real-time transmission chain load, the real-time tower top load and the real-time tower bottom load is larger than or equal to the corresponding blade root load threshold, the transmission chain load threshold, the tower top load threshold or the tower bottom load threshold.
2. The method for wind turbine headroom monitoring based load monitoring of claim 1, wherein the wind turbine state data comprises generated power, rotor speed, generator torque, pitch angle, nacelle acceleration, and pitch rate.
3. The method of claim 1 wherein the database of the correspondence between the headroom, the blade root load, the drive train load, the tower top load, the tower bottom load, and the wind turbine state data is obtained from measurements and verified with the measured wind turbine data.
4. The wind turbine headroom monitoring based load monitoring method of claim 1, wherein the headroom threshold, the blade root load threshold, the drive train load threshold, the tower top load threshold, and the tower bottom load threshold are preset in a database.
5. The method of wind turbine headroom monitoring based on claim 1 wherein the real-time headroom is measured by a ranging sensor.
6. The method of claim 1 where the combination of the wind turbine state data and the real-time headroom has no direct correspondence in the database, linear interpolation is performed based on the two sets of data that are closest.
7. A load monitoring system based on wind turbine clearance monitoring is characterized by comprising a clearance monitoring judgment module, a load monitoring judgment module and a wind turbine state data module; the clearance monitoring and judging module comprises a distance measuring sensor for monitoring real-time clearance, a data receiving and comparing module and a first judging module; the clearance monitoring and judging module and the wind turbine state data module are used as input and are connected with the load monitoring and judging module; the load monitoring and judging module comprises a net idle load module, a load database and a second judging module, wherein the net idle load module comprises a corresponding relation database among a net clearance, a blade root load, a transmission chain load, a tower top load, a tower bottom load and wind generating set state data.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010945657.0A CN112283047B (en) | 2020-09-10 | 2020-09-10 | Load monitoring method and system based on wind turbine clearance monitoring |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010945657.0A CN112283047B (en) | 2020-09-10 | 2020-09-10 | Load monitoring method and system based on wind turbine clearance monitoring |
Publications (2)
Publication Number | Publication Date |
---|---|
CN112283047A true CN112283047A (en) | 2021-01-29 |
CN112283047B CN112283047B (en) | 2022-07-12 |
Family
ID=74419865
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202010945657.0A Active CN112283047B (en) | 2020-09-10 | 2020-09-10 | Load monitoring method and system based on wind turbine clearance monitoring |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN112283047B (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112901426A (en) * | 2021-02-26 | 2021-06-04 | 中国华能集团清洁能源技术研究院有限公司 | Wind turbine generator blade clearance monitoring device, method, system, equipment and medium |
WO2024088022A1 (en) * | 2022-10-28 | 2024-05-02 | 金风科技股份有限公司 | Wind turbine control method and apparatus, and controller |
Citations (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20060140761A1 (en) * | 2004-12-23 | 2006-06-29 | Lemieux David L | Methods and apparatuses for wind turbine fatigue load measurement and assessment |
CN104411967A (en) * | 2012-06-06 | 2015-03-11 | 维斯塔斯风力***集团公司 | A wind turbine with a load controller |
EP2853730A1 (en) * | 2013-09-25 | 2015-04-01 | Siemens Aktiengesellschaft | Monitoring mechanical load of a wind turbine component |
EP3023635A1 (en) * | 2014-11-21 | 2016-05-25 | General Electric Company | System and method for monitoring and controlling wind turbine blade deflection |
CN106500613A (en) * | 2016-10-17 | 2017-03-15 | 安徽容知日新科技股份有限公司 | A kind of apparatus and system of the blade deformation of monitoring wind power plant |
CN106503316A (en) * | 2016-10-12 | 2017-03-15 | 广东明阳风电产业集团有限公司 | A kind of efficient assessment system of blower fan load |
CN109026556A (en) * | 2018-08-31 | 2018-12-18 | 新疆金风科技股份有限公司 | Control method, equipment and the system of wind power generating set |
CN109409013A (en) * | 2018-12-10 | 2019-03-01 | 国电联合动力技术有限公司 | A kind of low wind speed Wind turbines wind wheel intelligent optimized design method |
CN109812390A (en) * | 2019-02-28 | 2019-05-28 | 明阳智慧能源集团股份公司 | A kind of blade headroom monitoring method of wind power generating set |
CN110005581A (en) * | 2019-05-14 | 2019-07-12 | 天津中德应用技术大学 | A kind of monitoring and control method of wind power generation unit blade and tower headroom |
CN111287911A (en) * | 2019-11-29 | 2020-06-16 | 中国电力科学研究院有限公司 | Wind turbine fatigue load early warning method and system |
-
2020
- 2020-09-10 CN CN202010945657.0A patent/CN112283047B/en active Active
Patent Citations (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20060140761A1 (en) * | 2004-12-23 | 2006-06-29 | Lemieux David L | Methods and apparatuses for wind turbine fatigue load measurement and assessment |
CN104411967A (en) * | 2012-06-06 | 2015-03-11 | 维斯塔斯风力***集团公司 | A wind turbine with a load controller |
EP2853730A1 (en) * | 2013-09-25 | 2015-04-01 | Siemens Aktiengesellschaft | Monitoring mechanical load of a wind turbine component |
EP3023635A1 (en) * | 2014-11-21 | 2016-05-25 | General Electric Company | System and method for monitoring and controlling wind turbine blade deflection |
CN106503316A (en) * | 2016-10-12 | 2017-03-15 | 广东明阳风电产业集团有限公司 | A kind of efficient assessment system of blower fan load |
CN106500613A (en) * | 2016-10-17 | 2017-03-15 | 安徽容知日新科技股份有限公司 | A kind of apparatus and system of the blade deformation of monitoring wind power plant |
CN109026556A (en) * | 2018-08-31 | 2018-12-18 | 新疆金风科技股份有限公司 | Control method, equipment and the system of wind power generating set |
CN109409013A (en) * | 2018-12-10 | 2019-03-01 | 国电联合动力技术有限公司 | A kind of low wind speed Wind turbines wind wheel intelligent optimized design method |
CN109812390A (en) * | 2019-02-28 | 2019-05-28 | 明阳智慧能源集团股份公司 | A kind of blade headroom monitoring method of wind power generating set |
CN110005581A (en) * | 2019-05-14 | 2019-07-12 | 天津中德应用技术大学 | A kind of monitoring and control method of wind power generation unit blade and tower headroom |
CN111287911A (en) * | 2019-11-29 | 2020-06-16 | 中国电力科学研究院有限公司 | Wind turbine fatigue load early warning method and system |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112901426A (en) * | 2021-02-26 | 2021-06-04 | 中国华能集团清洁能源技术研究院有限公司 | Wind turbine generator blade clearance monitoring device, method, system, equipment and medium |
CN112901426B (en) * | 2021-02-26 | 2022-01-11 | 中国华能集团清洁能源技术研究院有限公司 | Wind turbine generator blade clearance monitoring device, method, system, equipment and medium |
WO2024088022A1 (en) * | 2022-10-28 | 2024-05-02 | 金风科技股份有限公司 | Wind turbine control method and apparatus, and controller |
Also Published As
Publication number | Publication date |
---|---|
CN112283047B (en) | 2022-07-12 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Matha | Model development and loads analysis of an offshore wind turbine on a tension leg platform with a comparison to other floating turbine concepts: April 2009 | |
CN106815771B (en) | Long-term assessment method for wind farm load | |
CN112283047B (en) | Load monitoring method and system based on wind turbine clearance monitoring | |
CN105134510A (en) | State monitoring and failure diagnosis method for wind generating set variable pitch system | |
CN105894391B (en) | Wind turbine generator torque control performance evaluation method based on SCADA operation data extraction | |
CN106979126B (en) | Wind power generating set high wind speed section effective wind speed estimation method based on SVR | |
CN108072524B (en) | Wind turbine generator gearbox bearing fault early warning method | |
CN105909466B (en) | Wind generating set yaw error analysis method | |
CN109751187B (en) | Variable-rate feathering shutdown method of wind generating set based on cabin acceleration | |
CN110067708B (en) | Method for identifying yaw wind disharmony by using power curve | |
CN105065212A (en) | Checking method and system of wind generation sets of wind power plant | |
CN107947228B (en) | Stochastic stability analysis method for power system containing wind power based on Markov theory | |
CN106469239A (en) | The moment of torsion of wind generating set pitch control motor determines method, selection method and device | |
CN112648140B (en) | Fault tolerance method for wind turbine generator pitch angle encoder based on signal reconstruction | |
CN103925155A (en) | Self-adaptive detection method for abnormal wind turbine output power | |
KR101086185B1 (en) | Wind turbine control method for reducing peak load | |
CN111287911A (en) | Wind turbine fatigue load early warning method and system | |
CN105023099B (en) | A kind of wind-driven generator output appraisal procedure for considering turbulence intensity | |
CN112228290A (en) | Intelligent early warning method for faults of wind turbine variable pitch system | |
CN208380747U (en) | A kind of pitch-controlled system of wind power generating set variable Rate feathering | |
CN112610412B (en) | Wind turbine generator blade clearance control method based on load detection | |
CN108593967A (en) | Wind speed value correction method and device and computer-readable storage medium | |
CN110232513B (en) | Wind turbine blade lengthening transformation effect evaluation method | |
CN105649896A (en) | Intelligent monitoring operation control system for wind turbine unit and control method thereof | |
CN114020729B (en) | Wind power plant power data cleaning method based on fan power curve |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |