CN107689634A - Demand-side two-way interaction control method based on energy storage type charging pile - Google Patents
Demand-side two-way interaction control method based on energy storage type charging pile Download PDFInfo
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- CN107689634A CN107689634A CN201710737147.2A CN201710737147A CN107689634A CN 107689634 A CN107689634 A CN 107689634A CN 201710737147 A CN201710737147 A CN 201710737147A CN 107689634 A CN107689634 A CN 107689634A
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- 238000004146 energy storage Methods 0.000 title claims abstract description 115
- 238000000034 method Methods 0.000 title claims abstract description 13
- 230000003993 interaction Effects 0.000 title claims abstract description 12
- 230000005611 electricity Effects 0.000 claims abstract description 27
- 238000007726 management method Methods 0.000 claims description 39
- 238000009472 formulation Methods 0.000 claims description 12
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Classifications
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- 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
- H02J3/28—Arrangements for balancing of the load in a network by storage of energy
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- H02J3/386—
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- 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
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- 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
- Y02E70/00—Other energy conversion or management systems reducing GHG emissions
- Y02E70/30—Systems combining energy storage with energy generation of non-fossil origin
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- Supply And Distribution Of Alternating Current (AREA)
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Abstract
The present invention relates to a kind of grid DSM technical field, is a kind of Demand-side two-way interaction control method based on energy storage type charging pile, first step collection, uploads and judge data;Second step collects and is uploaded to power-management centre;3rd step assigns demand response preliminary command to Demand Side Response platform;4th step formulates demand response scheme;5th step, which is sent, performs demand response plan command;6th step wind power plant execution demand response scheme is powered to each energy storage type charging pile or each energy storage type charging pile performs demand response scheme and powered to load, and judges whether demand response scheme is finished;7th step stops powering to each energy storage type charging pile or powered to load.The present invention realizes Demand-side two-way PLC, the load and power supply double grading of reasonable utilization energy storage type charging pile, when energy storage type charging pile is as loading based on energy storage type charging pile, increase wind electricity digestion space, wind period consumption wind-powered electricity generation can be being abandoned, reduction abandons wind, avoids the generation of security incident.
Description
Technical field
The present invention relates to a kind of grid DSM technical field, is that a kind of Demand-side based on energy storage type charging pile is double
To interactive control method.
Background technology
The characteristic of power system be hair, it is defeated, match somebody with somebody, electricity consumption is instantaneously completed, power supply regulating power, power network UNICOM scale, load
Scale and responding ability have together decided on the consumption potentiality of wind-powered electricity generation.
At present, wind-powered electricity generation total installation of generating capacity constantly increases, but wind-powered electricity generation rich region is away from load center, send outside consumption wind-powered electricity generation by
The factors such as electricity needs are influenceed, simultaneously because the intermittence and unstability of wind-powered electricity generation, the access of wind-powered electricity generation is produced to electric power system dispatching
It is raw to influence, increase peak regulation difficulty, increase the start-up and shut-down costs of coal unit, cause wind-abandoning phenomenon serious.Therefore other manner is needed,
Increase wind electricity digestion space, weaken wind-abandoning phenomenon.
The content of the invention
The invention provides a kind of Demand-side two-way interaction control method based on energy storage type charging pile, overcome above-mentioned existing
There is the deficiency of technology, it can effectively solve existing wind electricity digestion limited space in power system, cause to abandon the problem of wind is serious.
The technical scheme is that realized by following measures:A kind of Demand-side based on energy storage type charging pile is double
To interactive control method, comprise the following steps:
The first step:Data acquisition module is set in each energy storage type charging pile, energy storage is corresponded to by data collecting module collected
Data in formula charging pile in energy-storage units, and the data collected are uploaded to Demand Side Response platform, Demand Side Response is put down
Platform is judged the type of data, if the data collected are demand load amount, into second step, if the data collected
To lay in load, then into the 8th step;
Second step:Demand Side Response platform is collected the demand load amount that each data acquisition module uploads, and will always be needed
Load is asked to be uploaded to power-management centre, afterwards into the 3rd step;
3rd step:Power-management centre according to wind power output at that time, come landscape condition and aggregate demand load, put down to Demand Side Response
Platform assigns demand response preliminary command, reservation response load, afterwards into the 4th step;
4th step:Load is responded according to reservation, Demand Side Response platform formulates demand response scheme by data analysis module,
Demand response solution formulation completes backward power-management centre delivery plan and formulates completion signal, and wherein demand response scheme includes
Response load, response period and the response time of each energy storage type charging pile, afterwards into the 5th step;
5th step:After power-management centre receives solution formulation completion signal, power supply instruction is sent to wind power plant, to Demand-side
Response platform, which is sent, performs demand response plan command, afterwards into the 6th step;
6th step:Wind power plant performs demand response scheme and powered to each energy storage type charging pile, and Demand Side Response platform passes through
The response period of each energy storage type charging pile and response time judge whether demand response scheme is finished, if demand response side
Case is finished, then into the 7th step, if demand response scheme is not carried out finishing, wind power plant continues to fill to each energy storage type
Electric stake power supply;
7th step:Demand Side Response platform sends demand response scheme to power-management centre and is finished signal, power scheduling
Instruction of stopping power supply is sent to wind power plant after the reception signal of center, wind power plant receives instruction and stops powering to energy storage type charging pile,
Terminate;
8th step:Demand Side Response platform is collected the deposit load that each data acquisition module uploads, while demand
Side response platform controls the electricity consumption acquisition module in each load to gather and upload the demand load amount of each load, afterwards demand
The demand load amount of total deposit load and each load is uploaded to power-management centre by side response platform, afterwards into the 9th
Step;
9th step:Put down according to total deposit load and the demand load amount of each load to Demand Side Response power-management centre
Platform assigns demand response preliminary command, reservation deposit load and response load, afterwards into the tenth step;
Tenth step:According to reservation deposit load and response load, Demand Side Response platform is formulated by data analysis module
Demand response scheme, after the completion of demand response solution formulation, formulated to power-management centre delivery plan and complete signal, wherein needing
Response scheme is asked to include the response load of each load, respond the energy storage of period, response time and each energy storage type charging pile
The deposit load that can be called in unit, afterwards into the 11st step;
11st step:After power-management centre receives solution formulation completion signal, sent to Demand Side Response platform and perform need
Response scheme is asked to instruct, afterwards into the 12nd step;
12nd step:Each energy storage type charging pile performs demand response scheme and led to each load supplying, Demand Side Response platform
The response period and response time for crossing each load judge whether demand response scheme is finished, if demand response scheme performs
Finish, then into the 13rd step, if demand response scheme is not carried out finishing, each energy storage type charging pile continues to each negative
Carry power supply;
13rd step:Demand Side Response platform sends demand response scheme to power-management centre and is finished signal, each storage
Energy formula charging pile stops powering to the load, and terminates.
Here is the further optimization and/or improvements to foregoing invention technical scheme:
In above-mentioned 6th step wind power plant perform demand response scheme to each energy storage type charging pile power when, each energy storage type charges
Data acquisition module in stake can be monitored to the demand load amount of energy-storage units, record, examine, and gathered data is anti-in real time
Demand Side Response platform is fed to, Demand Side Response platform is collected.
It is each negative when each energy storage type charging pile performs demand response scheme to each load supplying in above-mentioned 12nd step
The data acquisition module in electricity consumption acquisition module and each energy storage type charging pile in load can be respectively to the response load of load
It is monitored, records, examines with the deposit load of storage element, by data Real-time Feedback to Demand Side Response platform, demand
Side response platform is collected.
Above-mentioned data acquisition module can upload the data collected to Demand Side Response platform by Ethernet.
The present invention when data collecting module collected to data for demand load amount be energy storage type charging pile as load when,
Power-management centre energy is according to wind power output at that time and carrys out landscape condition, the demand load amount collected with reference to Demand Side Response platform,
Demand for control side response platform formulates demand response scheme, and electricity is provided for the energy-storage units of energy storage type charging pile by wind power plant
Energy;When data collecting module collected to data for deposit load be energy storage type charging pile as power supply when, in power scheduling
The heart deposit load that side response platform collects according to demand, with reference to the load of other loading demands of Demand Side Response platform,
Demand for control side response platform formulates demand response scheme, calls energy storage type charging pile to provide electric energy for other loads.Therefore originally
Invention realizes Demand-side two-way interaction management based on energy storage type charging pile, the load that reasonable utilization energy storage type charging pile has with
Power supply double grading, when energy storage type charging pile is as loading, energy storage type charging pile is set to be changed into dissolving a kind of carrier of wind-powered electricity generation, from
And wind electricity digestion space is added, wind period consumption wind-powered electricity generation can be being abandoned, overcome the intermittence and unstability of wind-powered electricity generation, reduction is abandoned
Wind, avoid the generation of security incident;During as power supply, the load condition that side according to demand is capable of in power-management centre utilizes energy storage
The load of formula charging pile deposit, participate in Demand Side Response.
Brief description of the drawings
Accompanying drawing 1 is flow chart of the invention.
Accompanying drawing 2 be energy storage type charging pile as load when control structure schematic diagram.
Accompanying drawing 3 be energy storage type charging pile as power supply when control structure schematic diagram.
Embodiment
The present invention is not limited by following embodiments, can technique according to the invention scheme and actual conditions it is specific to determine
Embodiment.
With reference to embodiment and accompanying drawing, the invention will be further described:
As shown in accompanying drawing 1,2,3, it is somebody's turn to do the Demand-side two-way interaction control method based on energy storage type charging pile and comprises the following steps:
The first step:Data acquisition module is set in each energy storage type charging pile, energy storage is corresponded to by data collecting module collected
Data in formula charging pile in energy-storage units, and the data collected are uploaded to Demand Side Response platform, Demand Side Response is put down
Platform is judged the type of data, if the data collected are demand load amount, into second step, if the data collected
To lay in load, then into the 8th step;
Second step:Demand Side Response platform is collected the demand load amount that each data acquisition module uploads, and will always be needed
Load is asked to be uploaded to power-management centre, afterwards into the 3rd step;
3rd step:Power-management centre according to wind power output at that time, come landscape condition and aggregate demand load, put down to Demand Side Response
Platform assigns demand response preliminary command, reservation response load, afterwards into the 4th step;
4th step:Load is responded according to reservation, Demand Side Response platform formulates demand response scheme by data analysis module,
Demand response solution formulation completes backward power-management centre delivery plan and formulates completion signal, and wherein demand response scheme includes
Response load, response period and the response time of each energy storage type charging pile, afterwards into the 5th step;
5th step:After power-management centre receives solution formulation completion signal, power supply instruction is sent to wind power plant, to Demand-side
Response platform, which is sent, performs demand response plan command, afterwards into the 6th step;
6th step:Wind power plant performs demand response scheme and powered to each energy storage type charging pile, and Demand Side Response platform passes through
The response period of each energy storage type charging pile and response time judge whether demand response scheme is finished, if demand response side
Case is finished, then into the 7th step, if demand response scheme is not carried out finishing, wind power plant continues to fill to each energy storage type
Electric stake power supply;
7th step:Demand Side Response platform sends demand response scheme to power-management centre and is finished signal, power scheduling
Instruction of stopping power supply is sent to wind power plant after the reception signal of center, wind power plant receives instruction and stops powering to energy storage type charging pile,
Terminate;
8th step:Demand Side Response platform is collected the deposit load that each data acquisition module uploads, while demand
Side response platform controls the electricity consumption acquisition module in each load to gather and upload the demand load amount of each load, afterwards demand
The demand load amount of total deposit load and each load is uploaded to power-management centre by side response platform, afterwards into the 9th
Step;
9th step:Put down according to total deposit load and the demand load amount of each load to Demand Side Response power-management centre
Platform assigns demand response preliminary command, reservation deposit load and response load, afterwards into the tenth step;
Tenth step:According to reservation deposit load and response load, Demand Side Response platform is formulated by data analysis module
Demand response scheme, after the completion of demand response solution formulation, formulated to power-management centre delivery plan and complete signal, wherein needing
Response scheme is asked to include the response load of each load, respond the energy storage of period, response time and each energy storage type charging pile
The deposit load that can be called in unit, afterwards into the 11st step;
11st step:After power-management centre receives solution formulation completion signal, sent to Demand Side Response platform and perform need
Response scheme is asked to instruct, afterwards into the 12nd step;
12nd step:Each energy storage type charging pile performs demand response scheme and led to each load supplying, Demand Side Response platform
The response period and response time for crossing each load judge whether demand response scheme is finished, if demand response scheme performs
Finish, then into the 13rd step, if demand response scheme is not carried out finishing, each energy storage type charging pile continues to each negative
Carry power supply;
13rd step:Demand Side Response platform sends demand response scheme to power-management centre and is finished signal, each storage
Energy formula charging pile stops powering to the load, and terminates.
Here, Demand Side Response platform and power-management centre are existing known technology.Data analysis module is existing
It known technology, can be controller, for analyzing the data after gathering, formulate corresponding demand response scheme.Data acquisition module
Can be intelligent data acquisition unit, for gathering the data in energy storage type charging pile in energy-storage units for existing known technology.Load
To need the electrical equipment that energy storage type charging pile charges to it.Demand Side Response platform, which is used for collecting collecting, uploads each energy storage type
The demand load amount or deposit load of charging pile, and demand response preliminary command is assigned according to power-management centre and formulates demand sound
Scheme is answered, possessing the platform of identical function can be replaced.
The data that data collecting module collected arrives in the first step include demand load amount and deposit load, demand load amount
Need to lay in the electric energy obtained for energy storage type charging pile, deposit load is the stored electric energy of energy storage type charging pile.
When demand response scheme includes response load, response period and the response of each energy storage type charging pile in 4th step
It is long, wherein the response load of each energy storage type charging pile is the electric energy laid in required for each energy storage type charging pile, during response
Section can be carried out the period of electric energy storage for each energy storage type charging pile, and response time is that each energy storage type charging pile carries out electric energy storage
Standby duration.
Demand Side Response platform judges to need by the response period of each energy storage type charging pile and response time in 6th step
Ask whether response scheme is finished, respond the period here and response time is corresponding, so by judging response period or sound
Answer whether one of duration is completed to can determine whether demand response scheme is finished.
The response load of demand response scheme including each load in tenth step, response period, response time and each
The deposit load that can be called in the energy-storage units of energy storage type charging pile, wherein the response load of each load, response the period,
Response time is the electric energy of the required offer of each load, can obtain the period of electric energy and duration that needs are powered.
Demand Side Response platform judges demand response by the response period of each load and response time in 12nd step
Whether scheme is finished, and responds the period here and response time is corresponding, so by judging response period or response time
Whether one of them completes to can determine whether demand response scheme is finished.
The present invention when data collecting module collected to data for demand load amount be energy storage type charging pile as load when,
The electric energy for then representing not yet to lay in the energy-storage units of energy storage type charging pile is demand load amount, and power-management centre energy basis is worked as
When wind power output and carry out landscape condition, the demand load amount collected with reference to Demand Side Response platform, demand for control side response platform system
Determine demand response scheme, perform demand response scheme, wind power plant provides electric energy for the energy-storage units of energy storage type charging pile;Work as data
The data that acquisition module collects for deposit load i.e. energy storage type charging pile is as power supply when, then it represents that energy storage type charging pile
Electric energy, the power-management centre deposit load that side response platform collects according to demand, with reference to need have been laid in energy-storage units
The load of other loading demands of side response platform is sought, demand for control side response platform formulates demand response scheme, performs demand
Response scheme, energy storage type charging pile is called to provide electric energy for other loads.Therefore the present invention is realized based on energy storage type charging pile and needed
Ask side two-way interaction management, the load and power supply double grading that reasonable utilization energy storage type charging pile has, charge in energy storage type
When stake is as load, energy storage type charging pile is set to be changed into dissolving a kind of carrier of wind-powered electricity generation, can so as to add wind electricity digestion space
Wind period consumption wind-powered electricity generation is being abandoned, is overcoming the intermittence and unstability of wind-powered electricity generation, reduction abandons wind, avoids the generation of security incident;Make
For power supply when, power-management centre can according to demand side load condition utilize energy storage type charging pile deposit load, ginseng
With Demand Side Response.
Here is the further optimization and/or improvements to foregoing invention technical scheme:
As shown in accompanying drawing 1,2,3, in the 6th step wind power plant perform demand response scheme to each energy storage type charging pile power when, often
Data acquisition module in individual energy storage type charging pile is monitored to the demand load amount of energy-storage units, records, examined, and will gather
Data Real-time Feedback to Demand Side Response platform, Demand Side Response platform is collected.Here Demand Side Response platform obtains in real time
The demand load amount of energy-storage units in energy storage type charging pile is taken, is constantly monitored, further guarantee demand response scheme
Stable operation.
As shown in accompanying drawing 1,2,3, each energy storage type charging pile performs demand response scheme to each load in the 12nd step
During power supply, the data acquisition module in electricity consumption acquisition module and each energy storage type charging pile in each load is respectively to load
Response load and the deposit load of storage element are monitored, record, examined, by data Real-time Feedback to Demand Side Response
Platform, Demand Side Response platform are collected.Here Demand Side Response platform obtains energy storage in each energy storage type charging pile in real time
The deposit load of unit and the response load of each load, are constantly monitored, further to ensure demand response scheme
Stable operation
As shown in accompanying drawing 1,2,3, data acquisition module uploads the data collected to Demand Side Response platform by Ethernet.
Above technical characteristic constitutes highly preferred embodiment of the present invention, and there is stronger adaptability and optimal implementation to imitate for it
Fruit, can be according to the non-essential technical characteristic of increase and decrease be actually needed, to meet the needs of different situations.
Claims (5)
1. a kind of Demand-side two-way interaction control method based on energy storage type charging pile, it is characterised in that comprise the following steps:
The first step:Data acquisition module is set in each energy storage type charging pile, energy storage is corresponded to by data collecting module collected
Data in formula charging pile in energy-storage units, and the data collected are uploaded to Demand Side Response platform, Demand Side Response is put down
Platform is judged the type of data, if the data collected are demand load amount, into second step, if the data collected
To lay in load, then into the 8th step;
Second step:Demand Side Response platform is collected the demand load amount that each data acquisition module uploads, and will always be needed
Load is asked to be uploaded to power-management centre, afterwards into the 3rd step;
3rd step:Power-management centre according to wind power output at that time, come landscape condition and aggregate demand load, put down to Demand Side Response
Platform assigns demand response preliminary command, reservation response load, afterwards into the 4th step;
4th step:Load is responded according to reservation, Demand Side Response platform formulates demand response scheme by data analysis module,
Demand response solution formulation completes backward power-management centre delivery plan and formulates completion signal, and wherein demand response scheme includes
Response load, response period and the response time of each energy storage type charging pile, afterwards into the 5th step;
5th step:After power-management centre receives solution formulation completion signal, power supply instruction is sent to wind power plant, to Demand-side
Response platform, which is sent, performs demand response plan command, afterwards into the 6th step;
6th step:Wind power plant performs demand response scheme and powered to each energy storage type charging pile, and Demand Side Response platform passes through
The response period of each energy storage type charging pile and response time judge whether demand response scheme is finished, if demand response side
Case is finished, then into the 7th step, if demand response scheme is not carried out finishing, wind power plant continues to fill to each energy storage type
Electric stake power supply;
7th step:Demand Side Response platform sends demand response scheme to power-management centre and is finished signal, power scheduling
Instruction of stopping power supply is sent to wind power plant after the reception signal of center, wind power plant receives instruction and stops powering to energy storage type charging pile,
Terminate;
8th step:Demand Side Response platform is collected the deposit load that each data acquisition module uploads, while demand
Side response platform controls the electricity consumption acquisition module in each load to gather and upload the demand load amount of each load, afterwards demand
The demand load amount of total deposit load and each load is uploaded to power-management centre by side response platform, afterwards into the 9th
Step;
9th step:Put down according to total deposit load and the demand load amount of each load to Demand Side Response power-management centre
Platform assigns demand response preliminary command, reservation deposit load and response load, afterwards into the tenth step;
Tenth step:According to reservation deposit load and response load, Demand Side Response platform is formulated by data analysis module
Demand response scheme, after the completion of demand response solution formulation, formulated to power-management centre delivery plan and complete signal, wherein needing
Response scheme is asked to include the response load of each load, respond the energy storage of period, response time and each energy storage type charging pile
The deposit load that can be called in unit, afterwards into the 11st step;
11st step:After power-management centre receives solution formulation completion signal, sent to Demand Side Response platform and perform need
Response scheme is asked to instruct, afterwards into the 12nd step;
12nd step:Each energy storage type charging pile performs demand response scheme and led to each load supplying, Demand Side Response platform
The response period and response time for crossing each load judge whether demand response scheme is finished, if demand response scheme performs
Finish, then into the 13rd step, if demand response scheme is not carried out finishing, each energy storage type charging pile continues to each negative
Carry power supply;
13rd step:Demand Side Response platform sends demand response scheme to power-management centre and is finished signal, each storage
Energy formula charging pile stops powering to the load, and terminates.
2. the Demand-side two-way interaction control method based on energy storage type charging pile according to claim 1, it is characterised in that the
In six steps wind power plant perform demand response scheme to each energy storage type charging pile power when, the data in each energy storage type charging pile
Acquisition module is monitored to the demand load amount of energy-storage units, records, examined, and gathered data Real-time Feedback to Demand-side is rung
Platform is answered, Demand Side Response platform is collected.
3. the Demand-side two-way interaction control method according to claim 1 or 2 based on energy storage type charging pile, its feature exist
When each energy storage type charging pile performs demand response scheme to each load supplying in the 12nd step, the electricity consumption in each load
Data acquisition module in acquisition module and each energy storage type charging pile the response load to load and storage element respectively
Deposit load is monitored, records, examined, and by data Real-time Feedback to Demand Side Response platform, Demand Side Response platform enters
Row collects.
4. the Demand-side two-way interaction control method according to claim 1 or 2 based on energy storage type charging pile, its feature exist
The data collected are uploaded to Demand Side Response platform by Ethernet in data acquisition module.
5. the Demand-side two-way interaction control method according to claim 3 based on energy storage type charging pile, it is characterised in that
Data acquisition module uploads the data collected to Demand Side Response platform by Ethernet.
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CN111106612A (en) * | 2018-10-25 | 2020-05-05 | 贵州电网有限责任公司电力科学研究院 | Energy storage type charging pile participating power grid demand side response combined operation optimization model and solving algorithm |
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CN105429253A (en) * | 2015-12-22 | 2016-03-23 | 浙江南都电源动力股份有限公司 | Energy storage DC rapid charging pile system and application method thereof |
CN106372780A (en) * | 2016-08-25 | 2017-02-01 | 南京理工大学 | Microgrid-based regional interconnection system and method for electric vehicle charging stations |
CN106494246A (en) * | 2016-10-19 | 2017-03-15 | 宁波江东晶量电子科技有限公司 | Charging pile charge control system and method |
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Publication number | Priority date | Publication date | Assignee | Title |
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CN111106612A (en) * | 2018-10-25 | 2020-05-05 | 贵州电网有限责任公司电力科学研究院 | Energy storage type charging pile participating power grid demand side response combined operation optimization model and solving algorithm |
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