CN106786687A - The method for parameter configuration and system of energy storage device - Google Patents
The method for parameter configuration and system of energy storage device Download PDFInfo
- Publication number
- CN106786687A CN106786687A CN201710104446.2A CN201710104446A CN106786687A CN 106786687 A CN106786687 A CN 106786687A CN 201710104446 A CN201710104446 A CN 201710104446A CN 106786687 A CN106786687 A CN 106786687A
- Authority
- CN
- China
- Prior art keywords
- electric power
- value
- energy storage
- storage device
- parameter
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
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
- H02J3/28—Arrangements for balancing of the load in a network by storage of energy
Landscapes
- Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Charge And Discharge Circuits For Batteries Or The Like (AREA)
- Supply And Distribution Of Alternating Current (AREA)
Abstract
The present invention relates to the method for parameter configuration and system of a kind of energy storage device, it is the time series for obtaining the electric power of user in predetermined period, calculate the average value and variance yields of the electric power at all time points in time series, and maximum electric power value and the electric power value of default ranking after average value and variance yields according to the electric power at all time points and arrangement obtains optimal performance number, and the parameter of energy storage device is configured with this.In this scheme, electric power of the user in Each point in time is considered during the parameter for configuring energy storage device, diversified user power utilization pattern and custom can be met, and, the average value and variance yields of electric power and the electric power value of default ranking are considered, fully the parameter of optimization energy storage device, farthest improves the energy storage benefit of storage device.
Description
Technical field
The present invention relates to technical field of electric power, the method for parameter configuration and system of more particularly to a kind of energy storage device.
Background technology
At present, new energy especially solar energy just in rapid growth, but the production capacity of solar energy have it is obvious intermittent
With unstability (daytime has do not have in the evening), this problem is one of restraining factors of solar energy further genralrlization.
The policies (the NET METERING in the such as U.S.) of multiple countries are in order to encourage the development of solar energy, it is stipulated that：If
The production capacity on distributed solar energy user daytime fails all to absorb on the spot, then unnecessary part is passed back to power network and offsets the evening use
Electric consumption is used when family does not have solar energy.But power network does not have storage capacity directly in itself, similar policy increased power network
Regulation and control difficulty, compromise the interests of power network.Therefore, power network is released and improves constantly power charge, and 7%- is increased every year on average
9%.The maximum power value that power is charged just for user monthly.Therefore, even if the production capacity on solar energy daytime can fully be offset
The electricity consumption amount in evening, the peak power of user's evening electricity consumption still can bring high electricity cost.For electric power
The larger user of fluctuation, power charge can exceed the 50% of whole electricity costs, and the high-power sun is housed even for some
The user of energy generating equipment can reach 90%.Therefore the income that distributed user is obtained from solar power generation constantly declines.
For the scheme that solar power generation is equipped with energy storage device starts to be suggested and promotes, the electric cost of user is reduced.
But the battery installation amount in general energy storage device is that the peak power of system is set into user year electricity consumption most
High power value, the selection of this power cannot meet diversified user power utilization pattern and custom, make the energy storage of energy storage device
Benefit is relatively low.
The content of the invention
Based on this, it is necessary to for the low problem of the energy storage benefit of traditional energy storage device, there is provided a kind of energy storage device
Method for parameter configuration and system.
A kind of method for parameter configuration of energy storage device, comprises the following steps：
Obtain the time series of the electric power of user in predetermined period；
Calculate the average value and variance yields of the electric power at all time points in time series；
The electric power at all time points is arranged according to performance number size, maximum electric power value is obtained and is preset
The electric power value of ranking；
Calculate average value and variance yields and value, compare and value and the electric power value of default ranking size, acquisition two
Higher value in person；
The parameter of energy storage device is configured according to higher value.
A kind of parameter configuring system of energy storage device, including：
Acquiring unit, the time series for obtaining the electric power of user in predetermined period；
Computing unit, average value and variance yields for calculating the electric power at all time points in time series；
Arrangement units, for the electric power at all time points to be arranged according to performance number size, obtain maximum using
Electrical power value and the electric power value of default ranking；
Comparing unit, for calculate average value and variance yields and value, compare and value and default ranking electric power value
Size, obtain both in higher value；
Parameter configuration unit, for being configured to the parameter of energy storage device according to higher value.
The method for parameter configuration and system of the energy storage device according to the invention described above, it is to obtain user in predetermined period
The time series of electric power, the average value and variance yields of the electric power at all time points in calculating time series, and according to
The use of maximum electric power value and default ranking after the average value and variance yields of the electric power at all time points and arrangement
Electrical power value obtains optimal performance number, and configures the parameter of energy storage device with this.In this scheme, configuration energy storage device
Electric power of the user in Each point in time is considered during parameter, diversified user power utilization pattern and custom can be met,
And, consider the average value and variance yields of electric power and the electric power value of default ranking, fully optimize energy storage
The parameter of equipment, farthest improves the energy storage benefit of storage device.
Brief description of the drawings
Fig. 1 is the schematic flow sheet of the method for parameter configuration of the energy storage device of one of embodiment；
Fig. 2 is the structural representation of the parameter configuring system of the energy storage device of one of embodiment；
Fig. 3 is the electric power ranking schematic diagram of one of embodiment.
Specific embodiment
To make the objects, technical solutions and advantages of the present invention become more apparent, below in conjunction with drawings and Examples, to this
Invention is described in further detail.It should be appreciated that specific embodiment described herein is only used to explain the present invention,
Do not limit protection scope of the present invention.
It is shown in Figure 1, it is the schematic flow sheet of the method for parameter configuration of energy storage device of the invention.In the embodiment
The method for parameter configuration of energy storage device, comprises the following steps：
Step S101：Obtain the time series of the electric power of user in predetermined period；
In this step, user, at each time point to that should have an electric power, obtains default week in electricity consumption
At time point of the time series of the electric power of user comprising electricity consumption in phase, the time point in time series can just search
To corresponding electric power；
Step S102：Calculate the average value and variance yields of the electric power at all time points in time series；
Step S103：The electric power at all time points is arranged according to performance number size, maximum electric work is obtained
Rate value and the electric power value of default ranking；
Step S104：Calculate average value and variance yields and value, compare and value is big with the electric power value of default ranking
It is small, obtain the higher value in both；
In this step, the lower physical limit that electric power after energy storage device optimization is represented with value of average value and variance yields
Value, the electric power reduced between maximum electric power value and default ranking electric power value can farthest reduce power
Charge, but when default ranking electric power value less than average value and variance yields and during value, can not in the physics realization of optimization
OK, maximum electric power value and the above-mentioned electric power and value between can only be reduced, it is therefore desirable to pair and value and default ranking
The size of electric power value is compared, and selects higher value therein；
Step S105：The parameter of energy storage device is configured according to higher value.
In the present embodiment, the time series of the electric power of user in predetermined period is obtained, institute in time series is calculated
Have the average value and variance yields of the electric power at time point, and the electric power according to all time points average value and variance yields
And the maximum electric power value after arrangement obtains optimal performance number with the electric power value of default ranking, and matched somebody with somebody with this
Put the parameter of energy storage device.User is considered in this scheme, during the parameter for configuring energy storage device use electric work in Each point in time
Rate, can meet diversified user power utilization pattern and custom, and, consider the average value and variance of electric power
Value and the electric power value of default ranking, the fully parameter of optimization energy storage device, farthest improve the storage of storage device
Can benefit.
Preferably, if being provided with solar power plant, the time series of the electric power of user is to use electric work only
The time series of rate, so just eliminates the generated output of solar power plant, can more accurately configure energy storage device
Parameter.
Wherein in one embodiment, following step is included the step of configured to the parameter of energy storage device according to higher value
Suddenly：
Using the difference of maximum electric power value and higher value as energy storage device cell power levels.
In the present embodiment, the difference between maximum electric power value and higher value is exactly to reduce the optimal work(of power charge
Rate reduced value, the difference can be configured to the cell power levels of energy storage device, so just can farthest improve storage
The energy storage benefit of device, reduces power charge.
Wherein in one embodiment, following step is included the step of configured to the parameter of energy storage device according to higher value
Suddenly：
Each target electric power value in preset time range is obtained, the difference of each target electric power value and higher value is calculated
Value, obtain each difference and value, wherein, each target electric power value is more than higher value；
The multiple preset time ranges of selection are corresponding and value in maximum as energy storage device battery capacity value.
In the present embodiment, the battery capacity of energy storage device is relevant with electric power value, higher value, and battery capacity will be supported
Battery is attained by the power of battery of optimization under any electric power, can first calculate each time in a time range
The difference sum value of electric power value and the higher value of point, it is contemplated that user, can be with the electric power situation of different time sections
Multiple preset time ranges are set, so that the power of battery of each time range is more comprehensively covered in, due to each time
Scope is corresponding and value may be of different sizes, can choose maximum therein as battery capacity, can so ensure in office
Battery is attained by the power of battery of optimization under what electric power.
Wherein in one embodiment, preset time range is one day.
In the present embodiment, because the electric power of daily user may be different, preset time range can be set
It is set to one day, the difference sum of daily each electric power value more than higher value and higher value is calculated, so as to obtain every day
Corresponding and value set, therefrom select maximum and value as battery capacity value, it is ensured that the electricity under any electric power
Pond is attained by the power of battery of optimization.
Wherein in one embodiment, the step of the electric power at all time points is arranged according to performance number size
Comprise the following steps：
Order by the electric power at all time points by performance number from big to small is arranged, preset ranking digit with
The ratio range for arranging total bit is 5% to 20%.
In the present embodiment, primarily directed to electric power higher, can to time series in all time points
Order of the electric power by performance number from big to small is arranged, and higher electric work is used because the object of power charge is mainly
Rate, therefore, when the parameter to energy storage device is optimized, it may be considered that electric power value it is forward 5% to 20%, that is, preset
The digit of ranking is 5% to 20% with the ratio range of arrangement total bit, and reducing this part of electric power just can be abundant
Reduce power charge.
Wherein in one embodiment, the step of the electric power at all time points is arranged according to performance number size
Comprise the following steps：
Order by the electric power at all time points by performance number from big to small is arranged, preset ranking digit with
The ratio for arranging total bit is 10%.
In the present embodiment, although Partial Power can be reduced using energy storage device, power charge is reduced with this, for
For ranking electric power rearward, the quantity of power of reduction is few, meanwhile, the power of battery for increasing energy storage device can also increase storage
The energy resource consumption of energy equipment, therefore reduction ranking effect of the electric power rearward for improving energy storage device benefit be not obvious,
Therefore, it can for the digit of default ranking to be set to 10% with the ratio of arrangement total bit, the electric power of reduction preceding 10% is just
The benefit of energy storage device can be farthest improved, power charge is reduced.
Wherein in one embodiment, temporal resolution and the power network residing for user of time series calculate power charge
Temporal resolution is consistent.
In the present embodiment, when the temporal resolution of time series refers to the interval at two neighboring time point in time series
Between, because the purpose of this programme is to improve the benefit of energy storage device, power charge is reduced, and the power network residing for user calculates power
Charge can also set temporal resolution, therefore, the temporal resolution of time series is set to be calculated with the power network residing for user
The temporal resolution of power charge is consistent, is easy to quantify the benefit of energy storage device.
Wherein in one embodiment, the temporal resolution of time series is 15 minutes.
In the present embodiment, in order to fully count and calculating the electric power of user, the time series of electric power when
Between resolution ratio can not it is too high, can not be too low, temporal resolution could be arranged to 15 points by the electricity consumption situation of comprehensive general user
Clock, avoids the statistic processes of electric power excessively complicated while the electric power of abundant counting user.
Wherein in one embodiment, predetermined period is more than or equal to 3 months.
In the present embodiment, by predetermined period be set greater than be equal to 3 months, can take into full account user usually use electric work
The situation of rate, it is to avoid cause because the time point of the time series of electric power is very few user certain time point electric power mistake
The high or too low parameter optimization configuration to energy storage device has a negative impact.
Preferably, predetermined period can be 1 year, because electric power of the user in annual can show certain following
Ring gauge is restrained, thus predetermined period to be 1 year can just reflect comprehensively user power utilization power situation.
According to the method for parameter configuration of above-mentioned energy storage device, the present invention also provides a kind of parameter configuration system of energy storage device
System, the embodiment with regard to the parameter configuring system of energy storage device of the invention is described in detail below.
It is shown in Figure 2, it is the structural representation of the parameter configuring system of energy storage device of the invention.In the embodiment
The parameter configuring system of energy storage device is included with lower unit：
Acquiring unit 210, the time series for obtaining the electric power of user in predetermined period；
Computing unit 220, average value and variance yields for calculating the electric power at all time points in time series；
Arrangement units 230, for the electric power at all time points to be arranged according to performance number size, obtain maximum
Electric power value and the electric power value of default ranking；
Comparing unit 240, for calculate average value and variance yields and value, compare and value and default ranking electric power
The size of value, obtains the higher value in both；
Parameter configuration unit 250, for being configured to the parameter of energy storage device according to higher value.
Wherein in one embodiment, parameter configuration unit 250 using the difference of maximum electric power value and higher value as
The cell power levels of energy storage device.
Wherein in one embodiment, parameter configuration unit 250 obtains each target electric power in preset time range
Value, calculates the difference of each target electric power value and higher value, obtain each difference and value, wherein, each target electric power value
More than higher value；The multiple preset time ranges of selection are corresponding and value in maximum as energy storage device battery capacity value.
Wherein in one embodiment, preset time range is one day.
Wherein in one embodiment, the electric power at all time points is pressed performance number from big to small by arrangement units 230
Order arranged, preset ranking digit with arrangement total bit ratio range be 5% to 20%.
Wherein in one embodiment, the electric power at all time points is pressed performance number from big to small by arrangement units 230
Order arranged, preset ranking digit with arrangement total bit ratio be 10%.
Wherein in one embodiment, temporal resolution and the power network residing for user of time series calculate power charge
Temporal resolution is consistent.
Wherein in one embodiment, the temporal resolution of time series is 15 minutes.
Wherein in one embodiment, predetermined period is more than or equal to 3 months.
A pair of the method for parameter configuration one of the parameter configuring system of energy storage device of the invention and energy storage device of the invention
Should, the technical characteristic and its advantage illustrated in the embodiment of the method for parameter configuration of above-mentioned energy storage device are applied to energy storage
In the embodiment of the parameter configuring system of equipment.
In a specific embodiment, can obtain obtain user electric power (optimal is complete 1 year, at least greatly
In 3 months) time series (net electricity consumption time series is provided if as having been loaded with solar power plant).The time of time series
Resolution ratio should be consistent (such as 15 minutes) with the temporal resolution that local power network calculates power charge；
Calculate the average value 1 and variance yields 2 of the electric power at all time points of time series；
Order by the electric power at all time points by performance number from big to small is ranked up, and calculates and wherein uses electric work
Rate maximum 3 and the electric power value 4 of ranking the 10%th, calculate the electric power of electric power maximum 3 and ranking the 10%th
(10% rule, the peak times of power consumption of user are no more than the 10% of whole electricity consumption times to the difference of value 4, reduce by preceding 10% electricity consumption
Power can farthest reduce power charge, and some more than 10% declines rapidly, as shown in figure 3, a representative
Property user's year electric power arrangement, 10% rule, it can be seen that the power accumulation part at first 10% time point more than 70%, because
This constitutes 70% power charge.Plan that this part can create maximum benefit with the minimum power of battery with battery)；
Calculate average value 1 and variance yields 2 and value, this and value are compared with the electric power value 4 for ranking the 10%th,
A larger value of selection is used as value 5；
Using the difference of electric power maximum 3 and value 5 as the power of battery optimal value；
Simultaneously can be in units of day, electric power value is more than the (actual to use of all time points of value 5 in calculating daily
The difference of electrical power value and value 5) sum value set.Maximum in this and value set is the battery capacity of optimization.
In order to quantify the benefit of the energy storage device after optimization, can be by user's maximum power value monthly and the difference of value 5
Used as peak power reduced value monthly, peak power reduced value can serve as optimization with the product value of grid power rate of charge
The benefit value of energy storage device afterwards.
The method for parameter configuration and system of above-mentioned energy storage device can be used in micro-capacitance sensor electric power system, such as solar powered
System etc., when daytime, solar energy can be that the battery of energy storage device charges, when night, the electricity of energy storage device
Tank discharge, provides the user electric power.
Each technical characteristic of embodiment described above can be combined arbitrarily, to make description succinct, not to above-mentioned reality
Apply all possible combination of each technical characteristic in example to be all described, as long as however, the combination of these technical characteristics is not deposited
In contradiction, the scope of this specification record is all considered to be.
Embodiment described above only expresses several embodiments of the invention, and its description is more specific and detailed, but simultaneously
Can not therefore be construed as limiting the scope of the patent.It should be pointed out that coming for one of ordinary skill in the art
Say, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to protection of the invention
Scope.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.
Claims (10)
1. a kind of method for parameter configuration of energy storage device, it is characterised in that comprise the following steps：
Obtain the time series of the electric power of user in predetermined period；
Calculate the average value and variance yields of the electric power at all time points in the time series；
The electric power at all time points is arranged according to performance number size, maximum electric power value and default ranking is obtained
Electric power value；
Calculate the average value and the variance yields and value, it is relatively more described and be worth and the electric power value of the default ranking
Size, obtains the higher value in both；
The parameter of energy storage device is configured according to the higher value.
2. the method for parameter configuration of energy storage device according to claim 1, it is characterised in that described according to the higher value
The step of parameter to energy storage device is configured comprises the following steps：
Using the difference of the maximum electric power value and the higher value as energy storage device cell power levels.
3. the method for parameter configuration of energy storage device according to claim 1, it is characterised in that described according to the higher value
The step of parameter to energy storage device is configured comprises the following steps：
Each target electric power value in preset time range is obtained, each target electric power value and the higher value is calculated
Difference, obtain each difference and value, wherein, each target electric power value is more than the higher value；
Select that multiple preset time ranges are corresponding and value in maximum as energy storage device battery capacity value.
4. the method for parameter configuration of the energy storage device according to Claims 2 or 3, it is characterised in that described by all times
The step of electric power of point is arranged according to performance number size comprises the following steps：
Order by the electric power at all time points by performance number from big to small is arranged, the digit of the default ranking with
The ratio range for arranging total bit is 5% to 20%.
5. the method for parameter configuration of the energy storage device according to Claims 2 or 3, it is characterised in that described by all times
The step of electric power of point is arranged according to performance number size comprises the following steps：
Order by the electric power at all time points by performance number from big to small is arranged, the digit of the default ranking with
The ratio for arranging total bit is 10%.
6. the method for parameter configuration of the energy storage device according to Claims 2 or 3, it is characterised in that the time series
Temporal resolution is consistent with the temporal resolution that the power network residing for the user calculates power charge.
7. the method for parameter configuration of the energy storage device according to Claims 2 or 3, it is characterised in that the time series
Temporal resolution is 15 minutes.
8. the method for parameter configuration of the energy storage device according to Claims 2 or 3, it is characterised in that the predetermined period is big
In equal to 3 months.
9. the method for parameter configuration of energy storage device according to claim 3, it is characterised in that the preset time range is
One day.
10. a kind of parameter configuring system of energy storage device, it is characterised in that including：
Acquiring unit, the time series for obtaining the electric power of user in predetermined period；
Computing unit, average value and variance yields for calculating the electric power at all time points in the time series；
Arrangement units, for the electric power at all time points to be arranged according to performance number size, obtain maximum electric work
Rate value and the electric power value of default ranking；
Comparing unit, it is relatively more described and be worth and the default ranking for calculate the average value and the variance yields and value
Electric power value size, obtain both in higher value；
Parameter configuration unit, for being configured to the parameter of energy storage device according to the higher value.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710104446.2A CN106786687B (en) | 2017-02-24 | 2017-02-24 | The method for parameter configuration and system of energy storage device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710104446.2A CN106786687B (en) | 2017-02-24 | 2017-02-24 | The method for parameter configuration and system of energy storage device |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN106786687A true CN106786687A (en) | 2017-05-31 |
| CN106786687B CN106786687B (en) | 2019-11-15 |
Family
ID=58959267
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710104446.2A Active CN106786687B (en) | 2017-02-24 | 2017-02-24 | The method for parameter configuration and system of energy storage device |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN106786687B (en) |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109149548A (en) * | 2018-07-27 | 2019-01-04 | 珠海格力电器股份有限公司 | Regional Energy management method, managing device and regional power grid |
| CN109768560A (en) * | 2017-11-10 | 2019-05-17 | 财团法人资讯工业策进会 | The charge-discharge controller and method of the batteries serviced are provided more |
| CN110518606A (en) * | 2019-09-18 | 2019-11-29 | 合肥阳光新能源科技有限公司 | A kind of energy storage device method for parameter configuration and device |
| CN111506355A (en) * | 2019-01-14 | 2020-08-07 | 劳斯莱斯有限公司 | Optimization method |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104466997A (en) * | 2014-11-28 | 2015-03-25 | 广东易事特电源股份有限公司 | Hierarchical distributed micro-grid energy-storage battery configuration method |
| CN105162150A (en) * | 2015-09-29 | 2015-12-16 | 江南大学 | Capacity measuring and calculating method for energy storage device of combined energy-accumulation off-grid new energy power generation system |
-
2017
- 2017-02-24 CN CN201710104446.2A patent/CN106786687B/en active Active
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104466997A (en) * | 2014-11-28 | 2015-03-25 | 广东易事特电源股份有限公司 | Hierarchical distributed micro-grid energy-storage battery configuration method |
| CN105162150A (en) * | 2015-09-29 | 2015-12-16 | 江南大学 | Capacity measuring and calculating method for energy storage device of combined energy-accumulation off-grid new energy power generation system |
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109768560A (en) * | 2017-11-10 | 2019-05-17 | 财团法人资讯工业策进会 | The charge-discharge controller and method of the batteries serviced are provided more |
| CN109768560B (en) * | 2017-11-10 | 2022-05-17 | 财团法人资讯工业策进会 | Charge and discharge control device and method for storage battery providing multiple services |
| CN109149548A (en) * | 2018-07-27 | 2019-01-04 | 珠海格力电器股份有限公司 | Regional Energy management method, managing device and regional power grid |
| CN111506355A (en) * | 2019-01-14 | 2020-08-07 | 劳斯莱斯有限公司 | Optimization method |
| CN111506355B (en) * | 2019-01-14 | 2023-11-17 | 劳斯莱斯有限公司 | Method for optimizing performance of reconfigurable power system |
| CN110518606A (en) * | 2019-09-18 | 2019-11-29 | 合肥阳光新能源科技有限公司 | A kind of energy storage device method for parameter configuration and device |
| CN110518606B (en) * | 2019-09-18 | 2021-07-13 | 合肥阳光新能源科技有限公司 | Energy storage equipment parameter configuration method and device |
Also Published As
| Publication number | Publication date |
|---|---|
| CN106786687B (en) | 2019-11-15 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Zakeri et al. | Policy options for enhancing economic profitability of residential solar photovoltaic with battery energy storage | |
| CN108667052B (en) | Multi-type energy storage system planning configuration method and system for virtual power plant optimized operation | |
| CN106786687A (en) | The method for parameter configuration and system of energy storage device | |
| US8886363B2 (en) | Energy storage and power management system | |
| Santos et al. | Technical and economic impact of residential electricity storage at local and grid level for Portugal | |
| Telaretti et al. | Battery storage systems for peak load shaving applications: Part 1: Operating strategy and modification of the power diagram | |
| Zhang et al. | Capacity allocation of HESS in micro-grid based on ABC algorithm | |
| Al Khafaf et al. | Impact of battery storage on residential energy consumption: An Australian case study based on smart meter data | |
| CN109910671B (en) | Electric car V2G control method based on intelligent charging spot | |
| Gullì et al. | The impact of intermittently renewable energy on Italian wholesale electricity prices: Additional benefits or additional costs? | |
| CN106374515B (en) | Energy-storage system bilayer hierarchical optimal configuration method in a kind of active power distribution network | |
| CN109873439A (en) | A kind of setting method and device of demand control limit value | |
| Khanabadi et al. | Day ahead scheduling of distribution system with distributed energy resources considering demand response and energy storage | |
| CN110048421B (en) | Energy storage device capacity selection method and device | |
| Sharma et al. | Reduction of PV curtailment through optimally sized residential battery storage | |
| Jahromi et al. | Battery Energy storage requirements for mitigating PV output fluctuations | |
| Canevese et al. | BESS participation in the Italian balancing service: Profitability evaluation via an optimal bidding approach | |
| Pellegrino et al. | Aggregation of residential energy storage systems | |
| Gulagi et al. | Solar-wind complementarity with optimal storage and transmission in mitigating the monsoon effect in achieving a fully sustainable electricity system for India | |
| CN113381455B (en) | Electric automobile charging management method | |
| Zhou et al. | A case study on the behaviour of residential battery energy storage systems during network demand peaks | |
| Jamroen et al. | The role of state-of-charge management in optimal techno-economic battery energy storage sizing for off-grid residential photovoltaic systems | |
| CN107046294A (en) | Combined accumulation energy capacity collocation method based on probability statistics | |
| CN115706416A (en) | Capacity optimization configuration method for grid-connected light storage micro-grid battery energy storage system | |
| Ghiassi-Farrokhfal et al. | An EROI-based analysis of renewable energy farms with storage |
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 | ||
| TA01 | Transfer of patent application right | ||
| TA01 | Transfer of patent application right |
Effective date of registration: 20171215 Address after: 518054 Shenzhen City, Shenzhen, Guangdong, Shenzhen and Hong Kong cooperation zone front Bay one road No. 35 Qianhai Shenzhen Hong Kong youth dream workshop 7 Building 1 floors 104 room Applicant after: Shenzhen Micro Intelligent Technology Co., Ltd. Address before: 518172 Longgang District, Shenzhen City, Guangdong, Longcheng street, Longcheng Road, No. 389, No. three, 2 units, 2401 room Applicant before: Shenzhen Hao wisdom Control Technology Service Co., Ltd. |
|
| GR01 | Patent grant | ||
| GR01 | Patent grant |