CN106372338B - Circulating cooling air quantity optimization method in a kind of wind-driven generator - Google Patents

Circulating cooling air quantity optimization method in a kind of wind-driven generator Download PDF

Info

Publication number
CN106372338B
CN106372338B CN201610802040.7A CN201610802040A CN106372338B CN 106372338 B CN106372338 B CN 106372338B CN 201610802040 A CN201610802040 A CN 201610802040A CN 106372338 B CN106372338 B CN 106372338B
Authority
CN
China
Prior art keywords
air circulation
wind
interior
period
motor
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.)
Active
Application number
CN201610802040.7A
Other languages
Chinese (zh)
Other versions
CN106372338A (en
Inventor
丁亮
杨振河
徐蕊
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.)
Xiangtan Electric Manufacturing Co Ltd
Original Assignee
Xiangtan Electric Manufacturing Co Ltd
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 Xiangtan Electric Manufacturing Co Ltd filed Critical Xiangtan Electric Manufacturing Co Ltd
Priority to CN201610802040.7A priority Critical patent/CN106372338B/en
Publication of CN106372338A publication Critical patent/CN106372338A/en
Application granted granted Critical
Publication of CN106372338B publication Critical patent/CN106372338B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/10Geometric CAD
    • G06F30/17Mechanical parametric or variational design

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Geometry (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Motor Or Generator Cooling System (AREA)
  • Control Of Eletrric Generators (AREA)

Abstract

The present invention relates to circulating cooling air quantity optimization methods in a kind of wind-driven generator comprising following steps: step 1: establishing the temperature calculation models of wind-driven generator, step 2: the working time of wind-driven generator is divided into limited period;Step 3: within same a period, calculating the motor temperature in difference under air circulation;Within same a period, the copper wastage in difference under air circulation is calculated;Step 5: within same a period, ventilating power under air circulation in calculating difference;Step 6: within same a period, determining interior air circulation when loss is minimum;Step 7: determining the frequency of circulation wind turbine in logical;Step 8: entering next period, repeat the calculating process that step 3 arrives step 7.The working time of wind-driven generator is divided into limited period by the present invention, in conjunction with the operation data in different time periods of wind-driven generator, to change interior air circulation, reduces the power of circulation wind turbine in logical.

Description

Circulating cooling air quantity optimization method in a kind of wind-driven generator
Technical field
The invention belongs to circulating cooling air quantity in technical field of wind power generator more particularly to a kind of permanent-magnetic wind driven generator Optimization method.
Background technique
Motor is internal in operation to carry out energy conversion, and the various losses that when operation generates will finally be transformed into heat Can, so that motor all parts is generated heat, the temperature rise of motor is to directly affect motor insulation life, it is related to the reliable of motor operation Property and service life.Large directly driven permanent magnet wind generating at capacity lower (be less than 3MW), motor directly pass through ambient wind carry out it is cold But, additional heat dissipation equipment is not needed.But with the raising of motor single-machine capacity, loss when motor operation is gradually increased, The temperature of each component of motor is increased, cooling is carried out by ambient wind merely and has been not enough to reduce motor temperature rise, generally in motor The logical circulated air in inside carries out supplement heat rejecter.Due to unsuitable optimization method, air circulation is according to motor volume inside motor Determine determination when operating condition, which can guarantee that motor temperature rise in declared working condition is no more than limit value.But ambient wind velocity with When changing, and the most of the time is respectively less than rated wind speed, and motor work is generally operational in declared working condition hereinafter, if wind-force Inside air circulation when generator is all made of declared working condition within the entire working time necessarily will cause certain inside circulation The waste of air quantity.
Summary of the invention
It is of the existing technology the purpose of the invention is to overcome the problems, such as, provide a kind of optimization inside air circulation forever Circulating cooling air quantity optimization method in magnetism type wind driven generator.
To achieve the goals above, the technical scheme is that, circulating cooling air quantity optimization in a kind of wind-driven generator Method, comprising the following steps:
Step 1: establishing the temperature calculation models of wind-driven generator, the model is using Re Lufa or thermal network method to motor Carry out temperature computation, ambient wind velocity, environment temperature, just estimate interior air circulation under the conditions of, obtain each grid node of motor Temperature;The influence of motor temperature is wherein considered when calculating the loss of electric machine, which can be in certain ambient wind velocity, ring Under the conditions of border temperature, interior air circulation, the temperature of each grid node of motor is calculated, wherein for specific wind-resources condition, Ambient wind velocity, environment temperature be it is determining, interior air circulation is artificially determining;
Step 2: the working time of wind-driven generator being divided into limited period, is counted since first period It calculates;
Step 3: within same a period, the motor temperature in difference under air circulation is calculated, using the model of step 1, It is linear in a certain range to change interior air circulation, calculate the motor temperature in difference under air circulation;
Step 4: within same a period, calculate the copper wastage in difference under air circulation, according to step 3 obtain around Group mean temperature calculates copper wastage when air circulation in the corresponding difference of step 3;
Step 5: within same a period, ventilating power under air circulation in calculating difference, according to the difference of step 3 use Interior air circulation calculates the ventilating power of interior circulated air;
Step 6: within same a period, determining interior air circulation when loss is minimum, the copper wastage that step 4 is calculated With being added for the ventilating power of step 5 calculating, the sum of two kinds of losses under air circulation in difference is obtained, it is corresponding to find minimum value Interior air circulation is the optimal interior air circulation of the time step;
Step 7: determining the frequency of circulation wind turbine in logical, change ventilation by changing the frequency of circulation wind turbine in logical The revolving speed of motor, to meet the interior air circulation that step 6 obtains;
Step 8: entering next period, repeat the calculating process that step 3 arrives step 7.
Preferably, the calculation formula of copper wastage is in the step 4,
P in formulaCuFor copper wastage, I is electric machine phase current, R75The phase resistance for being motor stator at 75 °, TCuFor stator Winding mean temperature.
Preferably, interior circulated air ventilating power calculation formula in the step 5 are as follows:
Pw=HQ=ZQ3
P in formulawFor the ventilating power of interior circulated air, H is interior circulated air wind pressure, and Q is interior air circulation, and Z is motor ventilation Windage.
Effect of the invention is the working time of wind-driven generator to be divided into limited period, in conjunction with wind-power electricity generation The operation data in different time periods of machine reduces the power of circulation wind turbine in logical, realizes forever to change interior air circulation Circulating cooling air quantity optimizes in magnetism type wind driven generator, provides help for the efficiency optimization of wind-driven generator complete machine.
Detailed description of the invention
Fig. 1 is flow chart of the embodiment of the present invention.
Specific embodiment
With reference to the accompanying drawing and specific embodiment the present invention will be further described.
Referring to attached drawing, circulating cooling air quantity optimization method in a kind of wind-driven generator, comprising the following steps:
Step 1: establish the temperature calculation models of wind-driven generator, the model using Re Lufa or thermal network method to motor into Trip temperature calculate, ambient wind velocity, environment temperature, just estimate interior air circulation under the conditions of, obtain each grid node of motor Temperature;The influence of motor temperature is wherein considered when calculating the loss of electric machine, which can be in certain ambient wind velocity, environment Under the conditions of temperature, interior air circulation, the temperature of each grid node of motor is calculated, wherein for specific wind-resources condition, ring Border wind speed, environment temperature be it is determining, interior air circulation is artificially determining;
Step 2: the working time of wind-driven generator being divided into limited period, is counted since first period It calculates;
Take the wind-resources condition of certain wind field for a period of time, totally 25 hours, including environment temperature, ambient wind velocity.Each time Section is 0.5 hour, totally 50 periods, is calculated since first 0.5 hour period.
Step 3: within same a period, the motor temperature in difference under air circulation is calculated, using the model of step 1, It is linear in a certain range to change interior air circulation, calculate the motor temperature in difference under air circulation;
The interior air circulation range calculated is 0.5m3/ s to 2.5m3/ s, wherein interior air circulation lower limit 0.5m3/ s is complete machine The minimum value of system requirements, interior air circulation upper limit 2.5m3Maximum value/s required when being wind-driven generator most extreme operating condition, Every 0.01m within the scope of this3/ s takes a point to calculate, and totally 201 interior air circulations calculate point.Obtain 201 it is different in follow Motor temperature when ring air quantity extracts motor stator winding mean temperature.
Within first period, stator winding mean temperature result such as table one in difference when air circulation is every in table A value is taken every 10 points, totally 21 points.
Interior air circulation 0.5 0.6 0.7 0.8 0.9 1 1.1
Winding mean temperature 100.9 99.2 97.7 96.5 95.4 94.5 93.7
Interior air circulation 1.2 1.3 1.4 1.5 1.6 1.7 1.8
Winding mean temperature 92.9 92.2 91.6 91 90.4 89.9 89.4
Interior air circulation 1.9 2 2.1 2.2 2.3 2.4 2.5
Winding mean temperature 88.9 88.5 88.1 87.7 87.3 86.9 86.5
Table one (temperature unit be DEG C, air quantity unit be m3/s)
Step 4: within same a period, calculate the copper wastage in difference under air circulation, according to step 3 obtain around Group mean temperature calculates copper wastage when air circulation in the corresponding difference of step 3;
Copper wastage is calculated using following equation,
P in formulaCuFor copper wastage, I is electric machine phase current,R75The phase resistance for being motor stator at 75 DEG C, TCuFor stator Winding mean temperature;
Embodiment operating condition I is 803A, R75=0.0555 Ω.
Copper wastage result such as table two of the embodiment within first period, in difference when air circulation.
Interior air circulation 0.5 0.6 0.7 0.8 0.9 1.0 1.1
Copper wastage 116.3 115.7 115.2 114.8 114.4 114.1 113.8
Interior air circulation 1.2 1.3 1.4 1.5 1.6 1.7 1.8
Copper wastage 113.6 113.3 113.1 112.9 112.7 112.5 112.4
Interior air circulation 1.9 2.0 2.1 2.2 2.3 2.4 2.5
Copper wastage 112.2 112.0 111.9 111.8 111.6 111.5 111.3
(copper loss unit is kW to table two, and air quantity unit is m3/s)
Step 5: within same a period, ventilating power under air circulation in calculating difference, according to the difference of step 3 use Interior air circulation calculates the ventilating power of interior circulated air;
Circulated air ventilating power in motor is calculated using following formula:
Pw=HQ
P in formulawFor the ventilating power of interior circulated air, H is interior circulated air wind pressure, and Q is interior air circulation;
Assuming that motor ventilation windage does not change with interior air circulation, then interior circulated air wind pressure H can be calculated with following formula:
H=ZQ2
Z is motor ventilation windage in formula;
Then interior circulated air ventilating power can obtain:
Pw=HQ=ZQ3
When air circulation is 2.5m in motor3When/s, interior circulated air ventilating power is 15kW, corresponding motor ventilation windage Z is 0.96.
Interior circulated air ventilating power such as table three within first period, in difference when air circulation.
Interior air circulation 0.5 0.6 0.7 0.8 0.9 1.0 1.1
Ventilating power 0.1 0.2 0.3 0.5 0.7 1.0 1.3
Interior air circulation 1.2 1.3 1.4 1.5 1.6 1.7 1.8
Ventilating power 1.7 2.1 2.6 3.2 3.9 4.7 5.6
Interior air circulation 1.9 2.0 2.1 2.2 2.3 2.4 2.5
Ventilating power 6.6 7.7 8.9 10.2 11.7 13.3 15.0
(ventilation energy consumption unit is kW to table three, and air quantity unit is m3/s)
Step 6: within same a period, determining interior air circulation when loss is minimum, the copper wastage that step 4 is calculated With being added for the ventilating power of step 5 calculating, the sum of two kinds of losses under air circulation in difference is obtained, it is corresponding to find minimum value Interior air circulation be the optimal interior air circulation of the time step;
Within first period, the sum of the copper wastage of air circulation and ventilating power are such as table four in difference.
Interior air circulation 0.5 0.6 0.7 0.8 0.9 1.0 1.1
The sum of copper wastage and ventilating power 116.45 115.95 115.55 115.30 115.13 115.07 115.11
Interior air circulation 1.2 1.3 1.4 1.5 1.6 1.7 1.8
The sum of copper wastage and ventilating power 115.22 115.43 115.74 116.14 116.63 117.24 117.95
Interior air circulation 1.9 2.0 2.1 2.2 2.3 2.4 2.5
The sum of copper wastage and ventilating power 118.76 119.72 120.79 121.98 123.30 124.75 126.34
(the sum of copper wastage and ventilating power unit are kW to table four, and air quantity unit is m3/s)
As shown in Table 5, within first period, when ventilation volume is 1m3When/s, the loss of electric machine is minimum, then first The optimal air quantity of circulated air is 1m in motor in a period3/s。
Step 7: determining the frequency of circulation wind turbine in logical, change ventilation by changing the frequency of circulation wind turbine in logical The revolving speed of motor, to meet the interior air circulation that step 6 obtains;
By the interior air circulation result and formula P of step 6w=HQ=ZQ3The power of ventilation motor is obtained, ventilation motor Revolving speed is directly proportional to interior air circulation, and the frequency of ventilation motor is directly proportional to revolving speed, and then determines the frequency of ventilation motor.
Circulated air is 2.5m in embodiment3Motor speed when/s is 1500rpm, and frequency 50Hz, then step 6 obtains Optimal interior circulated air is 1m3Ventilating power when/s is about 1kW, and the revolving speed for leading to interior circulation wind turbine is 600rpm, corresponding logical Wind-powered electricity generation unit frequency is 20Hz.
Step 8: entering next period, repeat the calculating process that step 3 arrives step 7.
After the completion of all periods calculate, interior circulated air optimal in the wind-driven generator entire working time is obtained Power, revolving speed and the frequency of air quantity and corresponding logical interior circulation wind turbine.
Under the conditions of the wind-resources of use, according to the wind-driven generator parameter after the optimization of the method for the present invention calculating, such as table Five (results after rounding up in table).
Time 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0
Environment temperature 18.3 18.1 17.9 17.6 17.6 17.9 17.8 17.9 17.9 18.2
Ambient wind velocity 9.0 10.9 10.7 10.6 10.1 10.9 11.6 10.3 10.0 11.1
Winding mean temperature 94.5 102.2 104.0 104.5 105.8 106.2 107.0 107.1 106.8 107.7
Interior air circulation 1.0 1.3 1.3 1.3 1.3 1.3 1.4 1.3 1.3 1.3
Ventilating power 1.0 2.3 2.3 2.2 2.3 2.2 2.4 2.2 1.9 2.3
Time 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0
Environment temperature 18.4 18.6 18.7 18.6 18.6 17.1 19.1 18.2 18.5 18.5
Ambient wind velocity 9.8 10.1 9.3 9.7 9.6 8.3 7.3 8.4 8.7 6.5
Winding mean temperature 106.0 105.0 102.1 101.8 103.3 93.3 84.1 79.5 83.3 73.5
Interior air circulation 1.2 1.2 1.1 1.2 1.2 0.7 0.5 0.7 0.8 0.5
Ventilating power 1.5 1.5 1.2 1.5 1.5 0.3 0.1 0.3 0.4 0.1
Time 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0
Environment temperature 19.5 18.7 18.2 18.2 18.1 18.2 18.3 18.4 18.6 18.3
Ambient wind velocity 8.5 9.6 9.4 9.5 9.3 10.2 10.7 9.6 10.0 9.9
Winding mean temperature 75.2 87.0 89.2 89.9 89.8 91.7 97.3 97.5 100.8 101.5
Interior air circulation 0.8 1.3 1.1 1.2 1.0 1.2 1.4 1.1 1.3 1.3
Ventilating power 0.5 2.1 1.2 1.7 1.0 1.5 2.4 1.3 2.2 1.9
Time 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0
Environment temperature 18.8 18.7 18.6 18.5 18.6 18.6 18.9 18.7 18.3 18.4
Ambient wind velocity 7.9 8.2 8.0 8.3 8.7 8.1 9.4 9.7 8.5 7.8
Winding mean temperature 71.3 70.5 70.7 73.4 76.7 76.7 81.8 86.5 83.5 81.6
Interior air circulation 0.5 0.6 0.5 0.6 0.8 0.6 1.1 1.2 0.6 0.5
Ventilating power 0.1 0.2 0.1 0.2 0.4 0.2 1.2 1.5 0.2 0.1
Time 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 15.0
Environment temperature 21.4 22.6 20.9 20.5 20.2 19.9 19.6 19.4 18.9 18.9
Ambient wind velocity 5.3 7.2 8.1 8.0 8.2 8.8 8.9 7.7 7.0 8.2
Winding mean temperature 57.5 58.5 60.2 62.3 63.6 69.6 73.3 68.0 62.0 66.1
Interior air circulation 0.5 0.5 0.6 0.5 0.7 0.9 1.0 0.5 0.5 0.6
Ventilating power 0.1 0.1 0.2 0.2 0.3 0.8 0.9 0.1 0.1 0.2
(chronomere is hour to table five, and temperature unit is DEG C that wind speed unit is m/s, and air quantity unit is m3/ s, function of divulging information Rate unit is kW)
The working time of wind-driven generator is divided into limited period by the present invention, in conjunction with wind-driven generator difference when Between the operation data of section reduce the power of circulation wind turbine in logical to change interior air circulation, realize permanent magnet wind generating Circulating cooling air quantity optimizes in machine, provides help for the efficiency optimization of wind-driven generator complete machine.Wind-force hair provided by the invention Circulating cooling air quantity optimization method in motor, can be applied to similar product, including water-cooled machine etc., for company non-in complete machine The continuous ancillary equipment operated at full capacity can also apply the method for the present invention.
It is above one embodiment of the present invention, a preferred demonstration example.The claimed range of the present patent application It is not only limited in the embodiment.All technical solutions equivalent with the present embodiment all belong to the scope of protection of the present invention.

Claims (1)

1. circulating cooling air quantity optimization method in a kind of wind-driven generator, which is characterized in that itself the following steps are included:
Step 1: establishing the temperature calculation models of wind-driven generator, which carries out temperature to motor using Re Lufa or thermal network method Degree calculate, ambient wind velocity, environment temperature, just estimate interior air circulation under the conditions of, obtain the temperature of each grid node of motor; Wherein consider the influence of motor temperature when calculating the loss of electric machine, the model can certain ambient wind velocity, environment temperature, Under the conditions of interior air circulation, the temperature of each grid node of motor is calculated, wherein for specific wind-resources condition, ambient wind Speed, environment temperature be it is determining, interior air circulation is artificially determining;
Step 2: the working time of wind-driven generator being divided into limited period, is calculated since first period;
Step 3: within same a period, the motor temperature in difference under air circulation is calculated, using the model of step 1, one Determine range interior lines and sexually revise interior air circulation, calculates the motor temperature in difference under air circulation;
Step 4: within same a period, calculating the copper wastage in difference under air circulation, the winding obtained according to step 3 is flat Equal temperature calculates copper wastage when air circulation in the corresponding difference of step 3, and the calculation formula of copper wastage is,
P in formulaCuFor copper wastage, I is electric machine phase current, R75The phase resistance for being motor stator at 75 °, TCuFor stator winding Mean temperature;
Step 5: within same a period, calculating in difference ventilating power under air circulation, followed in the difference used according to step 3 Ring air quantity calculates the ventilating power of interior circulated air, interior circulated air ventilating power calculation formula are as follows:
Pw=HQ=ZQ3
P in formulawFor the ventilating power of interior circulated air, H is interior circulated air wind pressure, and Q is interior air circulation, and Z is motor ventilation windage;
Step 6: within same a period, determining interior air circulation when loss is minimum, the copper wastage that step 4 is calculated and step The addition of rapid 5 ventilating powers calculated, obtains in difference sum of two kinds of losses under air circulation, finds that minimum value is corresponding interior to be followed Ring air quantity is the optimal interior air circulation of the time step;
Step 7: determining the frequency of circulation wind turbine in logical, change ventilation motor by changing the frequency of circulation wind turbine in logical Revolving speed, to meet the interior air circulation that step 6 obtains;
Step 8: entering next period, repeat the calculating process that step 3 arrives step 7.
CN201610802040.7A 2016-09-05 2016-09-05 Circulating cooling air quantity optimization method in a kind of wind-driven generator Active CN106372338B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610802040.7A CN106372338B (en) 2016-09-05 2016-09-05 Circulating cooling air quantity optimization method in a kind of wind-driven generator

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610802040.7A CN106372338B (en) 2016-09-05 2016-09-05 Circulating cooling air quantity optimization method in a kind of wind-driven generator

Publications (2)

Publication Number Publication Date
CN106372338A CN106372338A (en) 2017-02-01
CN106372338B true CN106372338B (en) 2019-08-13

Family

ID=57898873

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610802040.7A Active CN106372338B (en) 2016-09-05 2016-09-05 Circulating cooling air quantity optimization method in a kind of wind-driven generator

Country Status (1)

Country Link
CN (1) CN106372338B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111030560B (en) * 2019-09-06 2021-08-06 上海工程技术大学 Permanent magnet synchronous motor minimum loss control method based on heat network temperature prediction

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101383541A (en) * 2007-12-21 2009-03-11 清华大学 Design method for highly efficient rear incline centrifugal type cooling external fan for high-voltage asynchronous motor
CN103790849A (en) * 2014-02-17 2014-05-14 扬州大学 Frequency conversion operation optimization method of large bulb tubular pump unit open type ventilation system
CN103795185A (en) * 2014-02-17 2014-05-14 扬州大学 Method for determining optimal operation number of draught fans of open type ventilation system of large lamp bulb tubular pump unit

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101383541A (en) * 2007-12-21 2009-03-11 清华大学 Design method for highly efficient rear incline centrifugal type cooling external fan for high-voltage asynchronous motor
CN103790849A (en) * 2014-02-17 2014-05-14 扬州大学 Frequency conversion operation optimization method of large bulb tubular pump unit open type ventilation system
CN103795185A (en) * 2014-02-17 2014-05-14 扬州大学 Method for determining optimal operation number of draught fans of open type ventilation system of large lamp bulb tubular pump unit

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
600kW/125kW风力发电机的优化设计;孙明伦;《上海大中型电机》;20030930(第3期);第6-7页
大型水轮发电机损耗、发热与通风问题研究;韩力;《中国博士学位论文全文数据库 工程科技Ⅱ辑》;20090615(第6期);第C042-5页
大型立式水轮发电机闭路循环通风系统仿真研究;庄小慧 等;《中国电机工程学报》;20140901;第34卷(第35期);第6362-6368页
油浸式变压器热路计算及热点温度遗传支持向量机预测研究;滕黎;《中国优秀硕士学位论文全文数据库 工程科技Ⅱ辑》;20130315(第3期);第C042-259页
高速永磁电机转子损耗及通风散热研究;邢军强;《中国博士学位论文全文数据库 工程科技Ⅱ辑》;20110915(第9期);第C042-13页

Also Published As

Publication number Publication date
CN106372338A (en) 2017-02-01

Similar Documents

Publication Publication Date Title
EP3472455B1 (en) Control or processing system and method
US10731630B2 (en) Extended reaction power for wind farms
Baloch et al. A review of the state of the art control techniques for wind energy conversion system
CN110206686A (en) A kind of adaptive maximum power tracking and controlling method for wind power generating set
Shi et al. Design and research of cooling system for 2.5 MW permanent magnet wind turbine
CN106372338B (en) Circulating cooling air quantity optimization method in a kind of wind-driven generator
CN111324974B (en) Optimization method and device of air-cooled generator based on stator tooth internal cooling ventilation structure
CN102156044A (en) Wind turbine simulator applicable to testing of direct driving type wind generating set and model selection method thereof
US20220291649A1 (en) Method for computer-implemented determination of control parameters of a turbine
Xia et al. Coupled airflow-thermal network model for large-scale offshore wind generators with modular fractional-slot concentrated winding
Carunaiselvane et al. Temperature distribution of 250 MW hydro turbine synchronous generator at continuous overloading conditions
US20220271531A1 (en) Method for computer-implemented determination maximization of annual energy production of wind turbines of a wind park
EP3994354B1 (en) Method for computer-implemented determination of control parameters for wind turbines
CN103400212A (en) Equivalent air speed dynamic prediction method for wind generating sets in wind power plant
Ding et al. Investigation of characteristics of fluid flow pattern for air-cooled motor
Ebrahimi et al. Maximum power point tracking of a variable speed wind turbine with a coreless AFPM synchronous generator using OTC method
Tong et al. Cooling system design and thermal analysis of multibrid permanent magnet wind generator
Oztürk et al. Speed control of wind turbine rotor using genetic algorithm
Li Multiple solutions of PMSG with different orientations and reference powers
Cañas‐Carretón et al. Ad‐hoc analytical solution based on local linearisations for doubly‐fed induction generator wind turbine electromechanical simulations
Ma et al. Disturbance Control Strategy of Wind Turbine Generator Liquid Cooling System Based on Particle Swarm Optimization
Vijayalaxmi et al. Identification of Doubly Fed Induction Generator based Wind Energy Conversion System Using Piecewise-Linear Hammerstein Wiener Model
Cao et al. Simulation of a site-specific doubly-fed induction generator (DFIG) for wind turbine applications
CN112446150A (en) Three-dimensional visualization method and system for temperature field of double-water internal cooling synchronous phase modifier
Wang et al. Integrated Numerical and Experimental Study on Thermal Management of Permanent Magnet Synchronous Generator

Legal Events

Date Code Title Description
C06 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