CN105221467A - Rotation speed of the fan adjust system and method - Google Patents

Rotation speed of the fan adjust system and method Download PDF

Info

Publication number
CN105221467A
CN105221467A CN201510790460.3A CN201510790460A CN105221467A CN 105221467 A CN105221467 A CN 105221467A CN 201510790460 A CN201510790460 A CN 201510790460A CN 105221467 A CN105221467 A CN 105221467A
Authority
CN
China
Prior art keywords
fan
rotation speed
function
cpu
temperature
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
Application number
CN201510790460.3A
Other languages
Chinese (zh)
Other versions
CN105221467B (en
Inventor
姚焕根
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
TIANCHANG WANKE ELECTRICAL APPLIANCE ACCESSORY FACTORY
Original Assignee
姚焕根
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 姚焕根 filed Critical 姚焕根
Priority to CN201510790460.3A priority Critical patent/CN105221467B/en
Publication of CN105221467A publication Critical patent/CN105221467A/en
Application granted granted Critical
Publication of CN105221467B publication Critical patent/CN105221467B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Cooling Or The Like Of Electrical Apparatus (AREA)
  • Control Of Positive-Displacement Air Blowers (AREA)

Abstract

The invention provides a kind of rotation speed of the fan adjust system and method, this system comprises: sampling module, samples CPU usage, temperature value and rotation speed of the fan value when temperature-sensitive sticker is normal; Creation module, builds utilization rate function, temperature function and speed functions according to the utilization rate sampled, temperature value and tachometer value; Creation module also sets up the first function between temperature value and tachometer value according to temperature function and speed functions; Creation module also sets up the second function between utilization rate and temperature value according to utilization rate function and temperature function; Creation module also builds the 3rd function between utilization rate and tachometer value according to the first function and the second function; Acquisition module, Real-time Obtaining CPU usage; Computing module, according to the utilization rate of Real-time Obtaining and the rotation speed of the fan value of the 3rd function calculating correspondence; And adjusting module, current rotation speed of the fan value is adjusted to the tachometer value calculated.The present invention still normally can adjust rotation speed of the fan when temperature-sensitive sticker damages.

Description

Rotation speed of the fan adjust system and method
Technical field
The present invention relates to a kind of rotation speed of the fan adjust system and method.
Background technique
The application of server is more and more extensive now, in IDC (InternetDataCenter) machine room, the scale of server is increasing, so numerous servers operationally can produce amount of heat, ambient temperature is increased, thus have influence on the normal work of server, wherein, CPU is the source mainly producing heat.In order to CPU heat radiation, set temperature sensor and radiation fan in the server usually, the temperature of temperature-sensitive sticker to CPU is detected, and the temperature that fan is detected according to temperature-sensitive sticker regulates its rotating speed.But the situation of damage may appear in some temperature-sensitive stickers, now fan normally cannot carry out rotational speed regulation, thus causes the too high normal work having influence on server of cpu temperature.
Summary of the invention
In view of this, be necessary to provide a kind of rotation speed of the fan adjust system and method, be intended to solve the problems of the technologies described above.
The invention provides a kind of rotation speed of the fan adjust system, this system cloud gray model, in a server, is provided with temperature-sensitive sticker and fan in this server, and this fan is used for dispelling the heat to server CPU, and this temperature-sensitive sticker is for detecting the temperature of CPU, and this system comprises:
Sampling module, for when temperature-sensitive sticker normally works, samples the cpu temperature value of CPU usage, temperature-sensitive sticker detecting and rotation speed of the fan value in a preset time period;
Creation module, for building CPU usage function C according to the CPU usage of sampling, cpu temperature value builds temperature function H and rotation speed of the fan value builds rotation speed of the fan function F;
Temperature function when this creation module is also for normally working according to temperature-sensitive sticker and rotation speed of the fan function, set up the first function phi between cpu temperature value and rotation speed of the fan value, wherein, and F=Φ H;
CPU usage function when this creation module is also for normally working according to temperature-sensitive sticker and cpu temperature value function, set up the second function Ξ between CPU usage and temperature value, wherein, and H=Ξ C;
This creation module is also for according to the first function phi and the second function Ξ, and the 3rd function built between CPU usage and rotation speed of the fan value is F=Φ Ξ C, and wherein, C is CPU usage, and F is the rotation speed of the fan value that CPU is corresponding under this utilization rate;
Acquisition module, for the utilization rate of Real-time Obtaining CPU;
Computing module, for calculating corresponding rotation speed of the fan value according to the CPU usage of Real-time Obtaining and the 3rd function; And
Adjusting module, for being adjusted to the rotation speed of the fan value calculated by current rotation speed of the fan value.
The present invention also provides a kind of rotation speed of the fan adjusting method, the method is applied in a server, is provided with temperature-sensitive sticker and fan in this server, and this fan is used for dispelling the heat to server CPU, this temperature-sensitive sticker is for detecting the temperature of CPU, and the method comprises the following steps:
When temperature-sensitive sticker normally works, in a preset time period, the cpu temperature value of CPU usage, temperature-sensitive sticker detecting and rotation speed of the fan value are sampled;
Build CPU usage function C according to the CPU usage of sampling, cpu temperature value builds temperature function H and rotation speed of the fan value builds rotation speed of the fan function F;
Temperature function when normally working according to temperature-sensitive sticker and rotation speed of the fan function, set up the first function phi between cpu temperature value and rotation speed of the fan value, wherein, and F=Φ H;
CPU usage function when normally working according to temperature-sensitive sticker and cpu temperature value function, set up the second function Ξ between CPU usage and temperature value, wherein, and H=Ξ C;
According to the first function phi and the second function Ξ, the 3rd function built between CPU usage and rotation speed of the fan value is F=Φ Ξ C, and wherein, C is CPU usage, and F is the rotation speed of the fan value that CPU is corresponding under this utilization rate;
The utilization rate of Real-time Obtaining CPU;
According to the CPU usage of Real-time Obtaining and the rotation speed of the fan value of the 3rd function calculating correspondence; And
Current rotation speed of the fan value is adjusted to the rotation speed of the fan value calculated.
Compared to prior art, rotation speed of the fan adjust system provided by the invention and method are by building the relation function between CPU usage and rotation speed of the fan value, make the fan in server can without the need to directly adjusting its rotating speed based on the utilization rate of CPU based on temperature, even if thus when temperature-sensitive sticker in the server damages, fan still normally can carry out adjustment of rotational speed.
Accompanying drawing explanation
Fig. 1 is the application structure figure of rotation speed of the fan adjust system of the present invention preferred embodiment;
Fig. 2 is the flow chart of rotation speed of the fan adjusting method of the present invention preferred embodiment.
Primary component symbol description
Server 1
Processing unit 10
Temperature-sensitive sticker 11
Fan 12
Rotation speed of the fan adjust system 100
Sampling module 101
Creation module 102
Acquisition module 103
Computing module 104
Adjusting module 105
Following embodiment will further illustrate the present invention in conjunction with above-mentioned accompanying drawing.
Embodiment
Please refer to Fig. 1, is the application structure figure of rotation speed of the fan adjust system 100 of the present invention.This rotation speed of the fan adjust system 100 runs in a server 1.This server 1 comprises CPU (CentralProcessingUnit, central processing unit (CPU)) 10, is also provided with temperature-sensitive sticker 11 and fan 12 in this server 1.This fan 12 is for dispelling the heat to CPU10.This temperature-sensitive sticker 11 is for detecting the temperature of CPU10.
This rotation speed of the fan adjust system 100 includes several modules, and these several modules for can completing the sequence of program instructions section of predetermined function performed by this CPU10.These several modules comprise sampling module 101, creation module 102, acquisition module 103, computing module 104 and adjusting module 105.These several module stores are in this server 1.
This sampling module 101, for when temperature-sensitive sticker 11 normally works, samples the cpu temperature value of CPU usage, temperature-sensitive sticker 11 detecting and rotation speed of the fan value in a preset time period.Concrete, this sampling module 101 carries out timing sampling to the cpu temperature value of the CPU usage of server 1, temperature-sensitive sticker 11 detecting and rotation speed of the fan value in a preset time period (such as 1 hour).In the present embodiment, this sampling module 101 carries out primary sample to these three parameters in every 1 second respectively.
This creation module 102 builds rotation speed of the fan function F for building CPU usage function C, cpu temperature value structure temperature function H and rotation speed of the fan value according to the CPU usage of sampling.Concrete, the CPU usage function of this structure is:
Wherein, for CPU usage difference, c is the CPU usage of sampling, c 0for acquiescence CPU usage, for CPU usage variance ratio difference, for the CPU usage variance ratio in preset time period, for acquiescence CPU usage variance ratio.In the present embodiment, this creation module 102 can create the CPU usage time history plot of sampling, by calculating the CPU usage variance ratio in the slope determination preset time period of adjacent samples half-interval contour each time the cpu temperature function H of this structure is:
Wherein, for cpu temperature difference, h is the cpu temperature value of sampling, h 0for acquiescence cpu temperature value, for cpu temperature variance ratio difference, for the cpu temperature value variance ratio in preset time period, for acquiescence cpu temperature variance ratio.In the present embodiment, this creation module 102 can create the cpu temperature time history plot of sampling, by calculating the cpu temperature value variance ratio in the slope determination preset time period of adjacent samples half-interval contour each time the rotation speed of the fan function F of this structure is:
Wherein, for rotation speed of the fan difference, f is the rotation speed of the fan value of sampling, f 0for acquiescence rotation speed of the fan value, for rotation speed of the fan variance ratio difference, for the rotation speed of the fan variance ratio in preset time period, for acquiescence rotation speed of the fan variance ratio.In the present embodiment, this creation module 102 can create the rotation speed of the fan value time history plot of sampling, by calculating the rotation speed of the fan variance ratio in the slope determination preset time period of adjacent samples half-interval contour each time
Temperature function when this creation module 102 is also for normally working according to temperature-sensitive sticker 11 and rotation speed of the fan function, set up the first function phi between cpu temperature value and rotation speed of the fan value, wherein,
F=ΦH(4)
In the present embodiment, this first function phi is one 2 × 2 matrixes, then above-mentioned formula (4) can be converted in conjunction with formula (2):
Known HH -T=1, wherein, H -Tbe the inverse matrix of the transposed matrix of H, then formula (4) can be converted to:
FH -T=ΦHH -T=Φ(6)
Can obtain in conjunction with formula (5) and formula (6):
CPU usage function when this creation module 102 is also for normally working according to temperature-sensitive sticker 11 and cpu temperature value function, set up the second function Ξ between CPU usage and temperature value, wherein,
H=ΞC(8)
In the present embodiment, this second function Ξ is one 2 × 2 matrixes, then above-mentioned formula (8) can be converted in conjunction with formula (1):
Known CC -T=1, wherein, C -Tbe the inverse matrix of the transposed matrix of C, then formula (8) can be transformed to:
HC -T=ΞCC -T=Ξ(10)
Can obtain in conjunction with formula (9) and formula (10):
Ξ = H c ~ 0 0 c ~ · - T - - - ( 11 )
This creation module 102 is also for according to the first function phi and the second function Ξ, and the 3rd function built between CPU usage and rotation speed of the fan value is:
F=ΦΞC(12)
Wherein, C is CPU usage, and F is the rotation speed of the fan value that CPU10 is corresponding under this utilization rate.
This acquisition module 103 is for the utilization rate of Real-time Obtaining CPU10.
This computing module 104 is for calculating corresponding rotation speed of the fan value according to the CPU usage of Real-time Obtaining and the 3rd function.Concrete, in conjunction with above-mentioned formula (1), formula (2), formula (3), formula (7), formula (11) and formula (12), rotation speed of the fan value corresponding under this utilization rate can being obtained according to the CPU usage obtained.
This adjusting module 105 is for being adjusted to the rotation speed of the fan value calculated by current rotation speed of the fan value.
Please refer to Fig. 2, is the flow chart of rotation speed of the fan adjusting method of the present invention.
Step S101, when temperature-sensitive sticker 11 normally works, samples the cpu temperature value of CPU usage, temperature-sensitive sticker detecting and rotation speed of the fan value in a preset time period.
Step S102, builds CPU usage function C according to the CPU usage of sampling, cpu temperature value builds temperature function H and rotation speed of the fan value builds rotation speed of the fan function F.
Step S103, temperature function when normally working according to temperature-sensitive sticker 11 and rotation speed of the fan function, set up the first function phi between cpu temperature value and rotation speed of the fan value, wherein, F=Φ H.
Step S104, CPU usage function when normally working according to temperature-sensitive sticker 11 and cpu temperature value function, set up the second function Ξ between CPU usage and temperature value, wherein, H=Ξ C.
Step S105, according to the first function phi and the second function Ξ, the 3rd function built between CPU usage and rotation speed of the fan value is F=Φ Ξ C, and wherein, C is CPU usage, and F is the rotation speed of the fan value that CPU10 is corresponding under this utilization rate.
Step S106, the utilization rate of Real-time Obtaining CPU10.
Step S107, according to the CPU usage of Real-time Obtaining and the rotation speed of the fan value of the 3rd function calculating correspondence.
Step S108, is adjusted to the rotation speed of the fan value calculated by current rotation speed of the fan value.

Claims (8)

1. a rotation speed of the fan adjust system, this system cloud gray model, in a server, is provided with temperature-sensitive sticker and fan in this server, this fan is used for dispelling the heat to server CPU, and this temperature-sensitive sticker, for detecting the temperature of CPU, is characterized in that, this system comprises:
Sampling module, for when temperature-sensitive sticker normally works, samples the cpu temperature value of CPU usage, temperature-sensitive sticker detecting and rotation speed of the fan value in a preset time period;
Creation module, for building CPU usage function C according to the CPU usage of sampling, cpu temperature value builds temperature function H and rotation speed of the fan value builds rotation speed of the fan function F;
Temperature function when this creation module is also for normally working according to temperature-sensitive sticker and rotation speed of the fan function, set up the first function phi between cpu temperature value and rotation speed of the fan value, wherein, and F=Φ H;
CPU usage function when this creation module is also for normally working according to temperature-sensitive sticker and cpu temperature value function, set up the second function Ξ between CPU usage and temperature value, wherein, and H=Ξ C;
This creation module is also for according to the first function phi and the second function Ξ, and the 3rd function built between CPU usage and rotation speed of the fan value is F=Φ Ξ C, and wherein, C is CPU usage, and F is the rotation speed of the fan value that CPU is corresponding under this utilization rate;
Acquisition module, for the utilization rate of Real-time Obtaining CPU;
Computing module, for calculating corresponding rotation speed of the fan value according to the CPU usage of Real-time Obtaining and the 3rd function; And
Adjusting module, for being adjusted to the rotation speed of the fan value calculated by current rotation speed of the fan value.
2. rotation speed of the fan adjust system as claimed in claim 1, is characterized in that, CPU usage function C, cpu temperature function H that this creation module builds and rotation speed of the fan function F are respectively:
Wherein, for CPU usage difference, c is the CPU usage of sampling, c 0for acquiescence CPU usage, for CPU usage variance ratio difference, for the CPU usage variance ratio in preset time period, for acquiescence CPU usage variance ratio, for cpu temperature difference, h is the cpu temperature value of sampling, h 0for acquiescence cpu temperature value, for cpu temperature variance ratio difference, for the cpu temperature value variance ratio in preset time period, for acquiescence cpu temperature variance ratio, for rotation speed of the fan difference, f is the rotation speed of the fan value of sampling, f 0for acquiescence rotation speed of the fan value, for rotation speed of the fan variance ratio difference, for the rotation speed of the fan variance ratio in preset time period, for acquiescence rotation speed of the fan variance ratio.
3. rotation speed of the fan adjust system as claimed in claim 2, it is characterized in that, the first function phi between this cpu temperature value and rotation speed of the fan value is a matrix, wherein,
4. rotation speed of the fan adjust system as claimed in claim 2, it is characterized in that, the transfer function Ξ between this CPU usage and temperature value is a matrix, wherein,
5. a rotation speed of the fan adjusting method, the method is applied in a server, is provided with temperature-sensitive sticker and fan in this server, this fan is used for dispelling the heat to server CPU, this temperature-sensitive sticker, for detecting the temperature of CPU, is characterized in that, the method comprises the following steps:
When temperature-sensitive sticker normally works, in a preset time period, the cpu temperature value of CPU usage, temperature-sensitive sticker detecting and rotation speed of the fan value are sampled;
Build CPU usage function C according to the CPU usage of sampling, cpu temperature value builds temperature function H and rotation speed of the fan value builds rotation speed of the fan function F;
Temperature function when normally working according to temperature-sensitive sticker and rotation speed of the fan function, set up the first function phi between cpu temperature value and rotation speed of the fan value, wherein, and F=Φ H;
CPU usage function when normally working according to temperature-sensitive sticker and cpu temperature value function, set up the second function Ξ between CPU usage and temperature value, wherein, and H=Ξ C;
According to the first function phi and the second function Ξ, the 3rd function built between CPU usage and rotation speed of the fan value is F=Φ Ξ C, and wherein, C is CPU usage, and F is the rotation speed of the fan value that CPU is corresponding under this utilization rate;
The utilization rate of Real-time Obtaining CPU;
According to the CPU usage of Real-time Obtaining and the rotation speed of the fan value of the 3rd function calculating correspondence; And
Current rotation speed of the fan value is adjusted to the rotation speed of the fan value calculated.
6. rotation speed of the fan adjusting method as claimed in claim 5, it is characterized in that, CPU usage function C, the cpu temperature function H of this structure and rotation speed of the fan function F are respectively:
Wherein, for CPU usage difference, c is the CPU usage of sampling, c 0for acquiescence CPU usage, for CPU usage variance ratio difference, for the CPU usage variance ratio in preset time period, for acquiescence CPU usage variance ratio, for cpu temperature difference, h is the cpu temperature value of sampling, h 0for acquiescence cpu temperature value, for cpu temperature variance ratio difference, for the cpu temperature value variance ratio in preset time period, for acquiescence cpu temperature variance ratio, for rotation speed of the fan difference, f is the rotation speed of the fan value of sampling, f 0for acquiescence rotation speed of the fan value, for rotation speed of the fan variance ratio difference, for the rotation speed of the fan variance ratio in preset time period, for acquiescence rotation speed of the fan variance ratio.
7. rotation speed of the fan adjusting method as claimed in claim 6, it is characterized in that, the first function phi between this cpu temperature value and rotation speed of the fan value is a matrix, wherein,
8. rotation speed of the fan adjusting method as claimed in claim 6, it is characterized in that, the transfer function Ξ between this CPU usage and temperature value is a matrix, wherein,
CN201510790460.3A 2015-11-16 2015-11-16 Rotation speed of the fan adjusts system and method Active CN105221467B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510790460.3A CN105221467B (en) 2015-11-16 2015-11-16 Rotation speed of the fan adjusts system and method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510790460.3A CN105221467B (en) 2015-11-16 2015-11-16 Rotation speed of the fan adjusts system and method

Publications (2)

Publication Number Publication Date
CN105221467A true CN105221467A (en) 2016-01-06
CN105221467B CN105221467B (en) 2017-10-13

Family

ID=54990651

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510790460.3A Active CN105221467B (en) 2015-11-16 2015-11-16 Rotation speed of the fan adjusts system and method

Country Status (1)

Country Link
CN (1) CN105221467B (en)

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106774739A (en) * 2016-12-18 2017-05-31 滁州昭阳电信通讯设备科技有限公司 The method and computer of a kind of cpu fan rotating speed control
CN106837838A (en) * 2016-12-29 2017-06-13 郑州云海信息技术有限公司 The control system and method for server fan rotating speed
CN108984305A (en) * 2018-07-13 2018-12-11 威创集团股份有限公司 Task processing method, apparatus and system
CN109445545A (en) * 2018-09-13 2019-03-08 华东计算技术研究所(中国电子科技集团公司第三十二研究所) System fan control method, system and computer readable storage medium
CN109683687A (en) * 2018-12-25 2019-04-26 浪潮电子信息产业股份有限公司 A kind of server and its control method for lowering temp, device, equipment
CN109976478A (en) * 2017-12-28 2019-07-05 浙江宇视科技有限公司 Multi -CPU cooling control system and cooling control method
CN112443507A (en) * 2019-08-30 2021-03-05 宏碁股份有限公司 Intelligent fan rotating speed adjusting method, computer device and server

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6470289B1 (en) * 1999-08-05 2002-10-22 Compaq Information Technologies Group, L.P. Independently controlling passive and active cooling in a computer system
CN1740939A (en) * 2004-08-23 2006-03-01 联想(北京)有限公司 Method and apparatus for central processor frequency conversion and central processor fan speed change
US20080112571A1 (en) * 2006-11-09 2008-05-15 Thomas Michael Bradicich Noise control in proximity to a computer system
CN103032357A (en) * 2011-10-02 2013-04-10 神讯电脑(昆山)有限公司 Method, circuit, and electronic device for controlling rotation speed of fan
CN103793039A (en) * 2012-10-31 2014-05-14 鸿富锦精密工业(深圳)有限公司 Temperature control system and method for processor

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6470289B1 (en) * 1999-08-05 2002-10-22 Compaq Information Technologies Group, L.P. Independently controlling passive and active cooling in a computer system
CN1740939A (en) * 2004-08-23 2006-03-01 联想(北京)有限公司 Method and apparatus for central processor frequency conversion and central processor fan speed change
US20080112571A1 (en) * 2006-11-09 2008-05-15 Thomas Michael Bradicich Noise control in proximity to a computer system
CN103032357A (en) * 2011-10-02 2013-04-10 神讯电脑(昆山)有限公司 Method, circuit, and electronic device for controlling rotation speed of fan
CN103793039A (en) * 2012-10-31 2014-05-14 鸿富锦精密工业(深圳)有限公司 Temperature control system and method for processor

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106774739A (en) * 2016-12-18 2017-05-31 滁州昭阳电信通讯设备科技有限公司 The method and computer of a kind of cpu fan rotating speed control
CN106837838A (en) * 2016-12-29 2017-06-13 郑州云海信息技术有限公司 The control system and method for server fan rotating speed
CN109976478A (en) * 2017-12-28 2019-07-05 浙江宇视科技有限公司 Multi -CPU cooling control system and cooling control method
CN109976478B (en) * 2017-12-28 2020-12-29 浙江宇视科技有限公司 Multi-CPU heat dissipation control system and heat dissipation control method
CN108984305A (en) * 2018-07-13 2018-12-11 威创集团股份有限公司 Task processing method, apparatus and system
CN108984305B (en) * 2018-07-13 2021-03-09 威创集团股份有限公司 Task processing method, device and system
CN109445545A (en) * 2018-09-13 2019-03-08 华东计算技术研究所(中国电子科技集团公司第三十二研究所) System fan control method, system and computer readable storage medium
CN109683687A (en) * 2018-12-25 2019-04-26 浪潮电子信息产业股份有限公司 A kind of server and its control method for lowering temp, device, equipment
CN112443507A (en) * 2019-08-30 2021-03-05 宏碁股份有限公司 Intelligent fan rotating speed adjusting method, computer device and server

Also Published As

Publication number Publication date
CN105221467B (en) 2017-10-13

Similar Documents

Publication Publication Date Title
CN105221467A (en) Rotation speed of the fan adjust system and method
JP6942793B2 (en) Estimating yaw misalignment for wind turbines
CN107269473B (en) Method and apparatus for continuous calibration of wind direction measurements
TWI351470B (en)
Wang et al. Wind speed forecasting for power system operational planning
WO2015196735A1 (en) Wind power gear box order tracking method based on meshing frequency and spectrum correction technology
DE102017105165A1 (en) Method for determining an available power of a wind farm and associated wind farm
EP2772643A3 (en) System and method for controlling a wind turbine based on identified surface conditions of the rotor blades
CN104131950A (en) Partitioning determination method for threshold value of temperature characteristic quantity of wind generating set
US20170175709A1 (en) System and method for controlling wind turbines
CN106099932B (en) Day-ahead planning power flow analysis method considering uncertainty time-space correlation
US20140379311A1 (en) Estimation system, estimation apparatus, and estimation method
CN112228290B (en) Intelligent early warning method for faults of variable pitch system of wind turbine
EP2541052B1 (en) Controlling a wind turbine using a neural network function
JP2015138864A5 (en)
Salami et al. Contribution to improving the modeling of wind and evaluation of the wind potential of the site of Lome: Problems of taking into account the frequency of calm winds
GB2555010B (en) Determining loads on a wind turbine
CN104951025A (en) Fan speed control system and method and server for controlling fan speed
WO2017035325A1 (en) Techniques for determining yaw misalignment of a wind turbine and system and method using the same
CN105424200B (en) A kind of quick response implementation method of thermopile detector
DK179188B1 (en) Wind turbine and a method of operating a wind turbine
CN106762449B (en) A kind of real load detection method, system and the Wind turbines of blade
CN218071110U (en) Power transmission line dynamic capacity increasing system based on statistical weather
JP2016036221A (en) Power estimation device and power estimation method
CN116776128B (en) Intelligent household data acquisition system based on Internet of things

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
CB03 Change of inventor or designer information
CB03 Change of inventor or designer information

Inventor after: Guo Hongbing

Inventor after: Zhu Yuqin

Inventor after: Guo Shu

Inventor before: Yao Huangen

TA01 Transfer of patent application right
TA01 Transfer of patent application right

Effective date of registration: 20170908

Address after: 224043 Yancheng City province Jiangsu Dagang Town Park Road No. 1, machine equipment

Applicant after: Jiangsu Yuanhua Light Chemical Equipment Co., Ltd.

Address before: 312400 Zhejiang city of Shaoxing province Shengzhou city town Yao Village

Applicant before: Yao Huangen

GR01 Patent grant
GR01 Patent grant
TR01 Transfer of patent right
TR01 Transfer of patent right

Effective date of registration: 20191206

Address after: 239300 Xin Xin road, Qin Lan economic development zone, Chuzhou City Tianzhang City of Anhui Province

Patentee after: TIANCHANG WANKE ELECTRICAL APPLIANCE ACCESSORY FACTORY

Address before: 224043 No. 1 Yuanwei Road, Shoe Machinery Equipment, Dagang Town, Yancheng City, Jiangsu Province

Patentee before: Jiangsu Yuanhua Light Chemical equipment Co., Ltd.