CN107257143A - Wind power forecasting and regulator control system and its control method - Google Patents
Wind power forecasting and regulator control system and its control method Download PDFInfo
- Publication number
- CN107257143A CN107257143A CN201710380071.2A CN201710380071A CN107257143A CN 107257143 A CN107257143 A CN 107257143A CN 201710380071 A CN201710380071 A CN 201710380071A CN 107257143 A CN107257143 A CN 107257143A
- Authority
- CN
- China
- Prior art keywords
- wind
- server
- power
- data
- control
- 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.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 16
- 238000004458 analytical method Methods 0.000 claims abstract description 8
- 230000033228 biological regulation Effects 0.000 claims abstract description 8
- 230000006641 stabilisation Effects 0.000 claims abstract description 7
- 238000011105 stabilization Methods 0.000 claims abstract description 7
- 238000012544 monitoring process Methods 0.000 claims description 16
- 230000005611 electricity Effects 0.000 claims description 11
- 238000010248 power generation Methods 0.000 claims description 6
- 238000012545 processing Methods 0.000 claims description 5
- 238000007405 data analysis Methods 0.000 claims description 4
- 238000013500 data storage Methods 0.000 claims description 4
- 238000004891 communication Methods 0.000 claims description 3
- 230000001105 regulatory effect Effects 0.000 claims description 3
- 238000010276 construction Methods 0.000 abstract description 2
- 238000005457 optimization Methods 0.000 abstract description 2
- 238000005516 engineering process Methods 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000004886 process control Methods 0.000 description 1
- 230000001172 regenerating effect Effects 0.000 description 1
- 238000011160 research Methods 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for ac mains or ac distribution networks
- H02J3/38—Arrangements for parallely feeding a single network by two or more generators, converters or transformers
- H02J3/46—Controlling of the sharing of output between the generators, converters, or transformers
-
- H02J13/0017—
-
- H02J3/386—
-
- 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
- Y02E10/76—Power conversion electric or electronic aspects
-
- 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
- Y02E40/00—Technologies for an efficient electrical power generation, transmission or distribution
- Y02E40/70—Smart grids as climate change mitigation technology in the energy generation sector
-
- 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
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/12—Monitoring or controlling equipment for energy generation units, e.g. distributed energy generation [DER] or load-side generation
- Y04S10/123—Monitoring or controlling equipment for energy generation units, e.g. distributed energy generation [DER] or load-side generation the energy generation units being or involving renewable energy sources
Landscapes
- Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Wind Motors (AREA)
- Supply And Distribution Of Alternating Current (AREA)
- Control Of Eletrric Generators (AREA)
Abstract
The invention discloses Wind power forecasting and regulator control system and its control method, wind-driven generator surrounding wind data is acquired by data acquisition equipment, then wind data is analyzed by the database server and predictive server that are sequentially connected with data acquisition equipment, then the data after analysis are analyzed by the main control server being connected with predictive server and grid-connected regulation and control is carried out to power network using tele-control system, ensure the electrical power stabilization of wind power plant, the system can regulate and control for wind generator system in time, what guarantee wind generator system can be stablized in time is incorporated to other power networks, so as to seize by force the solution grid-connected rare problem of wind generator system, for being widely applied there is provided technical support for wind park, be conducive to the optimization of China's energy resource structure.The system is simple in construction, easy to control quick.
Description
Technical field
The invention belongs to Operation of Electric Systems and scheduling field, and in particular to Wind power forecasting and regulator control system and
Its control method.
Background technology
Wind energy is a kind of environmentally safe regenerative resource, the attention with countries in the world to Wind Power Generation Industry, wind-powered electricity generation
Ratio in power generation is increasing, but the intermittent and uncertainty having in itself by wind-powered electricity generation.This trend makes
The influence for obtaining Wind Power Generation on Power System is more and more obvious.In power system, balance must be kept at the moment between power supply and demand.
Therefore, the prediction of short-term wind speed and wind-power electricity generation power is accurately carried out, is to improve Operation of Electric Systems security and economy
Effective means.
In recent years, external to have carried out substantial amounts of research to Wind power forecasting, the country such as Denmark, Germany, U.S. exists
In wind generator system using Wind power forecasting as dispatching of power netwoks an important reference.China is in wind-force
Power field has quick development, but wind-power electricity generation Predicting Technique is also in the starting stage, super short-period wind power prediction
The forecast cycle is also long, it is impossible to accurately realize the regulation and control to wind power plant.Therefore, timely wind power is predicted,
Wind power plant is made according to predicting the outcome effective regulation and control be it is current need to solve and the problem of with actual application value it
One.
The content of the invention
It is existing to overcome it is an object of the invention to provide Wind power forecasting and regulator control system and its control method
The deficiency of technology.
To reach above-mentioned purpose, the present invention is adopted the following technical scheme that：
Wind power forecasting and regulator control system, including adopted for the data of wind-driven generator ambient wind data acquisition
Collection equipment and the database server being connected with data acquisition equipment, database server are connected to predictive server, predict
Server back end is connected with control station, wind power plant and power distribution station in turn, and control station includes main control server, control station and
Also connected between power distribution station by other power supply grid access interface, database server is used for data acquisition equipment and gathers number
According to storage, predictive server analyzes and processes for wind data and is sent to main control server, and main control server takes to prediction
The data of business device analyze and carry out grid-connected regulation and control to power network using tele-control system, it is ensured that the electric power of wind power plant
It is stable.
Further, wherein data acquisition equipment includes the air velocity transducer for being evenly arranged in wind-driven generator surrounding.
Further, wherein main control server is arranged in control station.
Further, main control server carries out data exchange with wind power plant by telecontrol communication machine.
Further, wherein main control server includes power quality supervisory information system, generates electricity electric for monitoring wind power plant
Quality and it can be regulated and controled.
Further, power distribution station is used for the dispatching output of user's voltage.
A kind of control method for Wind power forecasting and regulator control system, specifically includes following steps：
1) dynamic grid monitoring, is carried out to wind-driven generator ambient wind first；
2) wind-force Monitoring Data, is carried out into analysis to send to main control server；
3), main control server carries out grid-connected to wind turbine power generation or closes net by wind-force Analysis on monitoring data result.
Further, step 1) in, by being uniformly arranged wind sensor in wind-driven generator surrounding, sensed by wind-force
Device gathers the wind-force dynamic monitoring of wind-driven generator surrounding.
Further, step 2) in, the wind-force gathered by database server and predictive server to wind sensor
Dynamic data carries out data storage and data analysis, obtains the wind-force size at predicted time wind-driven generator.
Further, step 3) in, start wind when the wind speed that predicted time is reached at wind-driven generator is less than the blower fan
When fast, main control server is transmitted a signal to by predictive server, main control server is using tele-control system at the setting moment
Ensure in other power supply grids access wind power plant power supply grid, it is ensured that Network Voltage Stability, then by power distribution station to it
Progress processing is delivered to user after being provided needed for reaching；When the wind speed that the time is reached at wind-driven generator is more than the fan parking
During wind speed, in order to ensure the operation safety of blower fan, main control server, main control server profit are transmitted a signal to by predictive server
The wind power generating set is closed before prediction of wind speed arrival time with tele-control system, and accesses other power supply electricity in time
Net.
Compared with prior art, the present invention has following beneficial technique effect：
Wind power forecasting of the present invention and regulator control system and its control method, are sent out wind-force by data acquisition equipment
Motor surrounding wind data is acquired, and is then taken by the database server and prediction that are sequentially connected with data acquisition equipment
Business device is analyzed wind data, is then carried out the data after analysis by the main control server being connected with predictive server
Analyze and grid-connected regulation and control are carried out to power network using tele-control system, it is ensured that the electrical power stabilization of wind power plant, the system can
Regulate and control in time for wind generator system, it is ensured that what wind generator system can be stablized in time is incorporated to other power networks, so that
Solve the grid-connected rare problem of wind generator system, be that wind park is widely applied there is provided technical support, be conducive to
The optimization of China's energy resource structure；The system is simple in construction, easy to control quick.Moved by carrying out wind-force to wind-driven generator surrounding
State is monitored, so that the very first time carries out grid-connected to wind-driven generator and closes network control system, it is ensured that power supply grid voltage stabilization, so as to protect
Power network fluctuation caused by Zheng Liao wind power plants change due to wind speed, ensures user's normal electricity consumption.
Brief description of the drawings
Fig. 1 is present system connection diagram.
Embodiment
The present invention is described in further detail below in conjunction with the accompanying drawings：
As shown in figure 1, a kind of Wind power forecasting and regulator control system, including for wind-driven generator ambient wind number
According to the data acquisition equipment of collection and the database server being connected with data acquisition equipment, it is sequentially connected after predictive server
There are control station, wind power plant and power distribution station, control station includes main control server, and database server is set for data acquisition
The storage of standby gathered data, database server is connected to predictive server, and predictive server is analyzed and processed for wind data
And main control server is sent to, and also connected between main control server and power distribution station by other power supply grid access interface, it is main
Control server is analyzed the data of predictive server and carries out grid-connected regulation and control to power network using tele-control system, it is ensured that wind
The electrical power stabilization in power power plant, wherein data acquisition equipment include being evenly arranged in the air velocity transducer of wind-driven generator surrounding,
Main control server carries out data exchange with wind power plant by telecontrol communication machine；Wherein main control server includes electric energy quality monitoring system
System, for monitoring wind power plant's generating quality of power supply and being regulated and controled；Power distribution station is used for user's voltage and dispenses output.
Wherein wind-driven generator surrounding is evenly arranged with multiple air velocity transducers apart from 0.5-4km；
A kind of control method of Wind power forecasting and regulator control system, specifically includes following steps：
1) dynamic grid monitoring, is carried out to wind-driven generator ambient wind first；
2) wind-force Monitoring Data, is carried out into analysis to send to main control server；
3), main control server carries out grid-connected to wind turbine power generation or closes net by wind-force Analysis on monitoring data result.
Step 1) in, by being uniformly arranged wind sensor in wind-driven generator surrounding, wind is gathered by wind sensor
The wind-force dynamic monitoring of power generator surrounding.
Step 2) in, the wind-force dynamic data that wind sensor is gathered is entered by database server and predictive server
Row data storage and data analysis, obtain the wind-force size at predicted time wind-driven generator,
Step 3) in, when the wind speed at predicted time arrival wind-driven generator is less than the blower fan threshold wind velocity, by pre-
Survey server and transmit a signal to main control server, main control server ensures that other are supplied using tele-control system at the setting moment
In power network access wind power plant power supply grid, it is ensured that Network Voltage Stability, then processing is carried out to it by power distribution station reached
User is delivered to after to required regulation；When the wind speed that the time is reached at wind-driven generator is more than the fan parking wind speed, it is
The operation safety of blower fan is ensured, main control server is transmitted a signal to by predictive server, main control server utilizes long-range control
System processed closes the wind power generating set before prediction of wind speed arrival time, and accesses other power supply grids in time.
Air velocity transducer is used to monitor wind-driven generator Wind Field one dynamic grid of formation, and the data of collection are led to
Ethernet is crossed to transmit to database server, then by predictive server calculate wind-force reach the time at wind-driven generator with
And wind speed, so that the size for obtaining wind-driven generator in the generated output of predicted time is analyzed, when predicted time reaches wind-force hair
When wind speed at motor is less than the blower fan threshold wind velocity, main control server, master control clothes are transmitted a signal to by predictive server
Business device is ensured in other power supply grids access wind power plant power supply grid using tele-control system at the setting moment, it is ensured that electricity
Net voltage stabilization, then by power distribution station it is carried out processing reach needed for provide after be delivered to user；Wind-force is reached when the time
When wind speed at generator is more than the fan parking wind speed, in order to ensure the operation safety of blower fan, it will be believed by predictive server
Number transmit to main control server, main control server closes the wind-force using tele-control system before prediction of wind speed arrival time
Generating set, and access other power supply grids in time, it is ensured that power supply grid voltage stabilization, thus ensure that wind power plant due to
Power network fluctuation caused by wind speed change, ensures user's normal electricity consumption.Wind-driven generator threshold wind velocity is 3m/s, shuts down wind speed and is
25m/s。
The wind-force dynamic data gathered by database server and predictive server to wind sensor carries out data storage
Deposit and data analysis, wind-force sizes of the predicted time t min (t=2~5) afterwards at wind-driven generator is obtained, as predicted time t
When min (t=2~5) reaches wind speed at wind-driven generator and is less than the blower fan threshold wind velocity afterwards, by predictive server by signal
Transmit to main control server, main control server ensures that other power supply grids access wind-force using tele-control system at the setting moment
In power plant power supply grid, it is ensured that Network Voltage Stability, then by power distribution station it is carried out processing reach needed for provide after it is defeated
Deliver to user；The wind speed at wind-driven generator is reached behind predicted time t min (t=2~5) and is more than the fan parking wind speed
When, in order to ensure the operation safety of blower fan, main control server is transmitted a signal to by predictive server, main control server is using far
Process control system closes the wind power generating set before prediction of wind speed arrival time, and accesses other power plant in time and power electricity
Net.
Claims (10)
1. a kind of Wind power forecasting and regulator control system, it is characterised in that including for wind-driven generator ambient wind number
According to the data acquisition equipment of collection and the database server being connected with data acquisition equipment, database server is connected to pre-
Server is surveyed, predictive server rear end is connected with control station, wind power plant and power distribution station in turn, and control station takes including master control
Business device, is also connected between control station and power distribution station by other power supply grid access interface, and database server is used for data
The storage of collecting device gathered data, predictive server analyzes and processes for wind data and is sent to main control server, master control
Server is analyzed the data of predictive server and carries out grid-connected regulation and control to power network using tele-control system, it is ensured that wind-force
The electrical power stabilization in power plant.
2. a kind of Wind power forecasting according to claim 1 and regulator control system, it is characterised in that wherein data are adopted
Collection equipment includes being evenly arranged in the air velocity transducer of wind-driven generator surrounding.
3. a kind of Wind power forecasting according to claim 1 and regulator control system, it is characterised in that wherein master control takes
Business device is arranged in control station.
4. a kind of Wind power forecasting according to claim 1 and regulator control system, it is characterised in that main control server
Data exchange is carried out by telecontrol communication machine with wind power plant.
5. a kind of Wind power forecasting according to claim 1 and regulator control system, it is characterised in that wherein master control takes
Business device includes power quality supervisory information system, for monitoring wind power plant's generating quality of power supply and being regulated and controled.
6. a kind of Wind power forecasting according to claim 1 and regulator control system, it is characterised in that use power distribution station
Dispense and export in user's voltage.
7. a kind of control method for Wind power forecasting and regulator control system described in claim 1, it is characterised in that tool
Body comprises the following steps：
1) dynamic grid monitoring, is carried out to wind-driven generator ambient wind first；
2) wind-force Monitoring Data, is carried out into analysis to send to main control server；
3), main control server carries out grid-connected to wind turbine power generation or closes net by wind-force Analysis on monitoring data result.
8. control method according to claim 7, it is characterised in that step 1) in, by equal in wind-driven generator surrounding
Even setting wind sensor, the wind-force dynamic monitoring of wind-driven generator surrounding is gathered by wind sensor.
9. control method according to claim 8, it is characterised in that step 2) in, pass through database server and prediction
The wind-force dynamic data that server is gathered to wind sensor carries out data storage and data analysis, obtains predicted time wind-force
Wind-force size at generator.
10. control method according to claim 9, it is characterised in that step 3) in, when predicted time reaches wind-power electricity generation
When wind speed at machine is less than the blower fan threshold wind velocity, main control server, master control service are transmitted a signal to by predictive server
Device ensured in other power supply grids access wind power plant power supply grid using tele-control system at the setting moment, then by with
Radio area carries out being delivered to user after providing needed for processing reaches to it；When the wind speed that the time is reached at wind-driven generator is more than institute
When stating fan parking wind speed, main control server is transmitted a signal to by predictive server, main control server utilizes remote control system
System closes the wind power generating set before prediction of wind speed arrival time, and accesses other power supply grids in time.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710380071.2A CN107257143A (en) | 2017-05-25 | 2017-05-25 | Wind power forecasting and regulator control system and its control method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710380071.2A CN107257143A (en) | 2017-05-25 | 2017-05-25 | Wind power forecasting and regulator control system and its control method |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN107257143A true CN107257143A (en) | 2017-10-17 |
Family
ID=60027397
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710380071.2A Pending CN107257143A (en) | 2017-05-25 | 2017-05-25 | Wind power forecasting and regulator control system and its control method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN107257143A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112083746A (en) * | 2020-09-25 | 2020-12-15 | 陕西科技大学 | Intelligent power grid system |
Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN201243209Y (en) * | 2008-05-06 | 2009-05-20 | 成都阜特科技有限公司 | Control system for wind generating set |
| CN201813161U (en) * | 2010-07-16 | 2011-04-27 | 北京中科伏瑞电气技术有限公司 | Wind power forecasting system |
| CN102427244A (en) * | 2011-10-10 | 2012-04-25 | 国电南瑞科技股份有限公司 | Large-scale photovoltaic wind power information accessing system |
| CN202732222U (en) * | 2012-08-06 | 2013-02-13 | 大唐托克逊风电开发有限公司 | Wind generating set control device based on wind speed ahead prediction |
| CN105140970A (en) * | 2015-08-03 | 2015-12-09 | 浙江大学 | Topological structure of wind-hydrogen-water-electricity hybrid energy system and control method of wind-hydrogen-water-electricity hybrid energy system |
| CN105226713A (en) * | 2015-10-28 | 2016-01-06 | 三一重型能源装备有限公司 | A kind of wind turbine control system and method |
| CN205141830U (en) * | 2015-10-27 | 2016-04-06 | 华北电力大学（保定） | Wind -powered electricity generation field monitoring device |
| CN106230032A (en) * | 2016-09-17 | 2016-12-14 | 河北工业大学 | A kind of wind farm group production scheduling operational system of electrically-based dispatch data net |
| CN106253801A (en) * | 2016-08-18 | 2016-12-21 | 国网天津市电力公司 | A kind of honourable mixed power supply system towards electric power Internet of things node |
| CN206820478U (en) * | 2017-05-25 | 2017-12-29 | 陕西科技大学 | Based on the uncertain wind-powered electricity generation regulator control system contributed of wind-powered electricity generation |
-
2017
- 2017-05-25 CN CN201710380071.2A patent/CN107257143A/en active Pending
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN201243209Y (en) * | 2008-05-06 | 2009-05-20 | 成都阜特科技有限公司 | Control system for wind generating set |
| CN201813161U (en) * | 2010-07-16 | 2011-04-27 | 北京中科伏瑞电气技术有限公司 | Wind power forecasting system |
| CN102427244A (en) * | 2011-10-10 | 2012-04-25 | 国电南瑞科技股份有限公司 | Large-scale photovoltaic wind power information accessing system |
| CN202732222U (en) * | 2012-08-06 | 2013-02-13 | 大唐托克逊风电开发有限公司 | Wind generating set control device based on wind speed ahead prediction |
| CN105140970A (en) * | 2015-08-03 | 2015-12-09 | 浙江大学 | Topological structure of wind-hydrogen-water-electricity hybrid energy system and control method of wind-hydrogen-water-electricity hybrid energy system |
| CN205141830U (en) * | 2015-10-27 | 2016-04-06 | 华北电力大学（保定） | Wind -powered electricity generation field monitoring device |
| CN105226713A (en) * | 2015-10-28 | 2016-01-06 | 三一重型能源装备有限公司 | A kind of wind turbine control system and method |
| CN106253801A (en) * | 2016-08-18 | 2016-12-21 | 国网天津市电力公司 | A kind of honourable mixed power supply system towards electric power Internet of things node |
| CN106230032A (en) * | 2016-09-17 | 2016-12-14 | 河北工业大学 | A kind of wind farm group production scheduling operational system of electrically-based dispatch data net |
| CN206820478U (en) * | 2017-05-25 | 2017-12-29 | 陕西科技大学 | Based on the uncertain wind-powered electricity generation regulator control system contributed of wind-powered electricity generation |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112083746A (en) * | 2020-09-25 | 2020-12-15 | 陕西科技大学 | Intelligent power grid system |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN106374831B (en) | A kind of distributed photovoltaic monitoring system and monitoring method with the prediction that generates electricity | |
| CN205945246U (en) | Little electric wire netting power management system of intelligence | |
| CN103855721B (en) | Wind farm monitoring system accesses system and the information switching method of power network dispatching system | |
| CN106707778A (en) | Model predictive control-based home integrated energy intelligent optimization and management system | |
| CN108039734B (en) | Renewable energy power generation power cluster control system and method | |
| CN103346615B (en) | Based on plant stand end centralized control method and the device of intelligent telecontrol | |
| CN103997039B (en) | Method for predicting rotating standby interval with wind power acceptance considered based on probability interval prediction | |
| CN106849190A (en) | A kind of microgrid real-time scheduling method of providing multiple forms of energy to complement each other based on Rollout algorithms | |
| KR101298500B1 (en) | Micro-Grid Simulation Apparatus and Power Management System | |
| CN107910863A (en) | Consider the power distribution network dispatching method that photovoltaic is contributed with workload demand forecast interval | |
| CN105896578B (en) | A kind of random production analog method for wind-solar-storage joint electricity generation system | |
| CN201928022U (en) | Wind power forecasting system | |
| CN104037805A (en) | Power generation margin distribution method for photovoltaic power station based on power grid security constraints | |
| CN103793855B (en) | Construction method for real-time electricity supply and demand equilibrium index of regional grid | |
| CN104615094A (en) | City-class high-density multipoint distributed photovoltaic cluster monitoring method | |
| CN103928924A (en) | Wind power plant active power optimal control method considering maximum active power change value | |
| CN206820478U (en) | Based on the uncertain wind-powered electricity generation regulator control system contributed of wind-powered electricity generation | |
| CN214067813U (en) | Provincial heat supply unit peak regulation ability on-line monitoring system | |
| CN107257143A (en) | Wind power forecasting and regulator control system and its control method | |
| CN116454983B (en) | Wind-solar-energy-storage combined optimal control management method, system and equipment | |
| CN209150736U (en) | A kind of energy storage in micro-capacitance sensor monitors regulating system | |
| CN106786789A (en) | Microgrid generated energy real-time control system and method | |
| CN112186785A (en) | Source network load storage balance system based on platform district intelligent terminal | |
| Chang et al. | Power Dispatch Combining Meteorological Forecast and Dynamic Game Model in Multivariate Distributed Power Generation Systems. | |
| Shi et al. | Effects of wind generation uncertainty and volatility on power system small signal stability |
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 |