CN106295898A - A kind of method that charging pile is set - Google Patents

A kind of method that charging pile is set Download PDF

Info

Publication number
CN106295898A
CN106295898A CN201610673658.8A CN201610673658A CN106295898A CN 106295898 A CN106295898 A CN 106295898A CN 201610673658 A CN201610673658 A CN 201610673658A CN 106295898 A CN106295898 A CN 106295898A
Authority
CN
China
Prior art keywords
charging
charging pile
region
cost
station
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
Application number
CN201610673658.8A
Other languages
Chinese (zh)
Inventor
何若虚
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Combined With Kazuma New Energy Investment Co
Original Assignee
Combined With Kazuma New Energy Investment Co
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Combined With Kazuma New Energy Investment Co filed Critical Combined With Kazuma New Energy Investment Co
Priority to CN201610673658.8A priority Critical patent/CN106295898A/en
Publication of CN106295898A publication Critical patent/CN106295898A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/04Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06Energy or water supply

Landscapes

  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Economics (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Marketing (AREA)
  • General Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Quality & Reliability (AREA)
  • Game Theory and Decision Science (AREA)
  • Operations Research (AREA)
  • Development Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Public Health (AREA)
  • Water Supply & Treatment (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Charge And Discharge Circuits For Batteries Or The Like (AREA)

Abstract

The invention discloses a kind of method that charging pile is set, comprise the following steps: according to the corresponding relation of default charging pile type Yu setting area, determine the charging pile installation corresponding with described region to be placed;Described charging pile is divided into quick charge stake, at a slow speed charging pile and normal charge stake;Obtain the information of vehicle flowrate in this region to be placed;Determine the charge requirement of the electric automobile in described region to be placed according to described information of vehicle flowrate, and determine the charging pile quantity in region to be placed according to described charge requirement;Monitor the use frequency of the charging pile of described setting, and according to the open and close of charging pile described in the use FREQUENCY CONTROL of described charging pile.Use the present invention, make the charging pile quantity of setting closer to service condition.

Description

A kind of method that charging pile is set
Technical field
The present invention relates to a kind of charging pile technical field, a kind of method that charging pile is set.
Background technology
At present, the overwhelming majority both domestic and external existing electric automobile non-vehicle-mounted type charging pile, all divide into individually exchange little Power charges at a slow speed and DC high-power quick charge two kinds is dissimilar: for exchange small-power charge type at a slow speed, because it is defeated Go out power little it is thus desirable to charge for a long time to meet the needs of electric automobile;For DC high-power quick charge, Because its output is bigger than exchange trickle charge, therefore charge ratio is very fast, but compares expense electricity.The at present setting of charging pile not according to Concrete region and the demand of user arrange charging pile installation, but quickly fill if quick charge stake is the most entirely arranged Electricity stake, if charging pile the most all arranges charging pile at a slow speed at a slow speed, therefore this has resulted in the need not being to meet user Asking is exactly the problem of the power consumption big waste energy.
Summary of the invention
It is an object of the invention to provide a kind of method that charging pile is set, saved the energy, met user's request.
For solve prior art exist problem, the present invention provides a kind of method arranging charging pile, the method include as Lower step:
According to the corresponding relation of default charging pile type Yu setting area, determine and corresponding the filling in described region to be placed Electricity pile installation;Described charging pile is divided into quick charge stake, at a slow speed charging pile and normal charge stake;
Obtain the information of vehicle flowrate in this region to be placed;
Determine the charge requirement of the electric automobile in described region to be placed according to described information of vehicle flowrate, and fill according to described Electricity demand determines the charging pile quantity in region to be placed;
Monitor the use frequency of the charging pile of described setting, and charge according to described in the use FREQUENCY CONTROL of described charging pile The open and close of stake.
If region to be placed need to arrange at a slow speed with normal charge stake, the described charge requirement according to electric automobile, determine The quantity of the charging pile in region to be placed and the step of position, specifically include:
According to the information of vehicle flowrate of described acquisition, determine that the recoverable amount of motor vehicles, electric automobile are in described region to be placed Accounting and the permeation rate of electric automobile;
Accounting in this region of recoverable amount according to current automobile, electric automobile and the permeability of electric automobile, really Determining the quantity of electric automobile, concrete algorithm is:
N a , t e v = N t t o t a l ρ a , t η a , t e v ,
Wherein,It is the total vehicle guaranteeding organic quantity in t this area, ρA, tIt is that t a type electric automobile is in this area Accounting;It it is t a type electric automobile permeability.
It addition, also comprise the steps:
According to the described quantity determining electric automobile, determine that the concrete algorithm of the charge requirement total amount of electric automobile is:
Q t = Σ a = 1 n a N a , t e v M a B a / S a
Wherein, MaFor electric automobile type, BaFor accumulator capacity, SaFor average mileage;
According to the charge requirement total amount of the described electric automobile determined, determine the total quantity of charging pile, and according to default The ratio of charging pile and normal charge stake determines charging pile and the quantity of normal charge stake at a slow speed respectively at a slow speed, determines charging pile The algorithm of total quantity is:
N l , t p = Q l , t P l T l d a y ( 1 - γ l )
Wherein, charge requirement QL, t, charge power Pl, per day charging interval Tl dayAnd charging pile vacancy rate γl
If the charging pile that described region to be placed is arranged is quick charge stake, it is determined that the charging pile quantity in region to be placed Include with the step of position:
Determine the position candidate of quick charge station;
According to the position candidate of the described quick charge station determined, and the comprehensive method of investment cost minimization of quick charge station Value, determines quantity and the position of described quick charge stake;Described comprehensive method of investment cost includes Installed capital cost and operation cost Minima;The function corresponding with described comprehensive method of investment cost is:
min C(Nch, Ys, XD)=cinv(Nch, Ys)+coper(Nch, Ys, XD)
Wherein, cinv(Nch, Ys) it is charging station Installed capital cost, including fixed cost and become relevant to scale This;coper(Nch, Ys, XD) it is charging station operation cost, use charging to set including human cost, electricity purchase cost and user The cost executed;
The function corresponding with described quick charge station Installed capital cost and operation cost is respectively as follows:
c i n v ( N c h , Y s ) = Σ i = 1 n c δ ( y i s c i s + n i c h c c h + n i c h c t P 0 c h )
c o p e r ( N c h , Y s , X D ) = 365 ( Σ i = 1 n c Σ j = 1 n D c D x i j d i j D j + Σ i = 1 n c c p n i c h P 0 c h )
Wherein, cinv(Nch, Ys) it is charging station Installed capital cost, for charging station operation cost, ncRepresent candidate's charging station Sum;For representing the 0-1 variable whether i-th charging station is built, if i-th charging station is builtValue is 1, otherwise is 0;The fixed cost built for charging station i;Represent the quantity of charging inlet in i-th charging station;cchFor single charging inlet Cost;ctThe alternative cost of representation unit power;Represent the power of single charging inlet;nDRepresent that the region divided is total Number;cDCharging cost corresponding to unit charge requirement under representation unit operating range;xijFor representing that the charge requirement in j region is No met by i charging station, the most then xijValue is 1, otherwise value is 0;dijRepresent from region j to charging station i shortest path Operating range needed for footpath;DjRepresent the charge requirement in j region;cpOperation cost for charging station unit capacity.
The step of the position candidate of described determination quick charge station, including:
Treating setting area and carry out road extraction, described extraction road includes major trunk roads and subsidiary road;
Major trunk roads according to described extraction and subsidiary road, determine the quick charge demand of electric automobile, and concrete algorithm is:
QU, t, i∝di·vi
Wherein, QU, t, iFor the electric vehicle rapid charging demand on i-th road of t, diIt is the length of i-th road Degree;viRepresent the traffic flow on i-th road;Electric vehicle rapid charging demand and link length and traffic flow on road Product be directly proportional;
Quick charge demand according to described electric automobile, determines the position candidate of quick charge station.
According to the method arranging charging pile described in claim 4 or 5, described comprehensive method of investment cost function is by following condition Constraint: the capacity of each charging station is more than the charge requirement in jurisdiction, and expression is:
Σ j = 1 n D x i j D j ≤ n i c h P 0 c h T f d a y ( 1 - γ f ) , i = 1 , 2 , 3 , ... , n c
Represent the day pot life of charging inlet in charging;γfRepresent the vacancy rate of charging inlet in charging station; Represent the quantity of charging inlet in i-th charging station;Represent the power of single charging inlet;xijRepresent the charging in j region Whether demand is met by i charging station, the most then xijValue is 1, otherwise value is 0;DjRepresent the charge requirement in j region.
Described comprehensive method of investment cost function is also retrained by following condition: the quantity of charging inlet is:
N min c h ≤ n i c h ≤ N m a x c h
Wherein, Nch minRepresent the minima of charging inlet, Nch maxRepresent the maximum of charging inlet.
Described comprehensive method of investment cost function is also retrained by following condition: charging station capacity is:
N m i n s ≤ Σ i = 1 n c y i s ≤ N m a x s
Wherein, y5 iRepresent charging station capacity;Represent lower limit and the upper limit of charging station sum respectively.
The method arranging charging pile of the present invention obtains, according to the information of vehicle flowrate in region to be placed, the charging needing to arrange The quantity of stake, makes the charging pile quantity of setting closer to service condition, the use frequency of the charging pile then arranged further through monitoring Rate, controls the open and close of charging pile, it is achieved thereby that adjust charging pile quantity in real time.
Accompanying drawing explanation
Fig. 1 is the schematic flow sheet that the present invention arranges the first embodiment of the method for charging pile;
Fig. 2 is that the present invention arranges the determination charging pile at a slow speed of the method for charging pile, the one of normal charge stake quantitative approach The schematic flow sheet of embodiment;
Fig. 3 is that the present invention arranges showing of a kind of embodiment of the method for the determination quick charge stake quantity of the device of charging pile It is intended to.
Detailed description of the invention
The present invention is described in detail below in conjunction with the accompanying drawings.
Seeing Fig. 1, this figure is the schematic flow sheet that the present invention arranges a kind of embodiment of the method for charging pile, including as follows Flow process:
Step S11, according to the corresponding relation of default charging pile type Yu setting area, determines and described region to be placed Corresponding charging pile installation;When implementing, the corresponding relation such as table 1 below institute of default charging pile installation and setting area Show;
Table 1 Electric Cars in China difference charge mode is classified
Understanding and typically can arrange trickle charge charging pile in the region such as family, office, the region such as market, Public Parking is permissible Normal charge stake, charging station, Expressway Service etc. are set, can arrange and fill charging pile soon;
Step S12, obtains the information of vehicle flowrate in this region to be placed;
Step S13, determines the charge requirement of the electric automobile in described region to be placed, and root according to described information of vehicle flowrate The charging pile quantity in region to be placed is determined according to described charge requirement;
Step S14, monitors the use frequency of the charging pile of described setting, and according to the use FREQUENCY CONTROL of described charging pile The open and close of described charging pile.
The embodiment of the present invention obtains the quantity of the charging pile needing setting according to the information of vehicle flowrate in region to be placed, makes to set The charging pile quantity put, closer to service condition, the use frequency of the charging pile then arranged further through monitoring, controls charging pile Open and close, it is achieved thereby that charging pile quantity is adjusted in real time.
The when that the step of above-mentioned steps s14 implementing, Internet of Things or picture pick-up device can be used, charging pile is made By frequency, information can be transmitted by wireless transmitter, it is achieved thereby that charging pile makes when using technology of Internet of things when By the statistics of frequency, being internally provided with controller at charging pile, this controller can again can while receiving and transmitting signal simultaneously Control the open and close of charging pile, it is achieved thereby that the control to charging pile, be finally reached the charging pile number being currently in use The adjustment of amount.
Seeing Fig. 2, this figure is that the present invention arranges the concrete real of step S12 in the first embodiment of the method for charging pile Existing schematic flow sheet, if region to be placed need to be arranged at a slow speed with normal charge stake, S12 step specifically includes:
Step S21, according to the information of vehicle flowrate of described acquisition, determines that the recoverable amount of motor vehicles, electric automobile are treated described The accounting of setting area and the permeation rate of electric automobile;
Step S22, according to accounting in this region of the recoverable amount of region to be placed current automobile, electric automobile and electricity The permeability of electrical automobile, determines the quantity of electric automobile;When implementing, the algorithm that can use is:Wherein,It is the total vehicle guaranteeding organic quantity in t this area, ρA, tIt it is t a type electric automobile Accounting in this area;It it is t a type electric automobile permeability;
Step S23, according to the quantity of the described electric automobile determined, determines the charge requirement total amount of electric automobile, specifically Algorithm be:Wherein, MaFor electric automobile type, BaFor accumulator capacity, SaIn average Journey;
Step S24, according to the charge requirement total amount of the described electric automobile determined, determines the quantity of charging pile, concrete Algorithm is:Wherein, charge requirement QL, t, charge power Pl, per day charging interval Tl dayAnd fill Electricity stake vacancy rate γl.The when of implementing, can be according to the charging pile at a slow speed required for the various electric automobiles shown in table 2 It is allocated with the ratio shared by normal charge stake, it is generally recognized that the allocation proportion of charging pile model and charging electric vehicle demand Ratio is identical, thus determines charging pile and the quantity of normal charge stake at a slow speed respectively.
The dissimilar electric automobile of table 2 various charge requirement accounting
Position and number determination method to quick charge stake are specifically described below, shown in Figure 3, and this figure is The present invention arranges the schematic flow sheet of a kind of embodiment determining quick charge stake quantity and position in the method for charging pile, this stream Journey includes:
Step S31, determines the position candidate of quick charge station;When implementing, first treat setting area and carry out road Extract, major trunk roads and subsidiary road are extracted, it is achieved method, special road extraction software can be used to extract, Such as CAD etc., do not repeat at this;Then, according to the major trunk roads extracted and subsidiary road, the quick charge of electric automobile is determined Demand, concrete algorithm is:
QU, t, i∝di·vi
Wherein, QU, t, iFor the electric vehicle rapid charging demand on i-th road of t, diIt is the length of i-th road Degree;viRepresent the traffic flow on i-th road;Electric vehicle rapid charging demand and link length and traffic flow on road Product be directly proportional;
Finally, according to the quick charge demand of described electric automobile, determining the position candidate of quick charge station, the present invention is real Execute example and be determined by the position of quick charge station, thus determine quantity and the position of quick charge stake, because quick charge stake Being provided within charging station, each quick charge station arranges how many charging inlets, the most corresponding how many quick charges Stake, thus determined that the quantity of charging pile.
Step S32, according to the position candidate of quick charge station, and the comprehensive method of investment cost minimum of quick charge station, Determine quantity and the position of quick charge stake;This comprehensive method of investment cost includes the minima of Installed capital cost and operation cost; Then corresponding with this comprehensive method of investment cost function is:
min C(Nch, Ys, XD)=cinv(Nch, Ys)+coper(Nch, Ys, XD)
Wherein, cinv(Nch, Ys) it is charging station Installed capital cost, including fixed cost and become relevant to scale This;coper(Nch, Ys, XD) it is charging station operation cost, use charging to set including human cost, electricity purchase cost and user The cost executed.
The function corresponding with quick charge station Installed capital cost and operation cost is respectively as follows:
c i n v ( N c h , Y s ) = Σ i = 1 n c δ ( y i s c i s + n i c h c c h + n i c h c t P 0 c h )
c o p e r ( N c h , Y s , X D ) = 365 ( Σ i = 1 n c Σ j = 1 n D c D x i j d i j D j + Σ i = 1 n c c p n i c h P 0 c h )
Wherein, cinv(Nch, Ys) it is charging station Installed capital cost, for charging station operation cost, ncRepresent candidate's charging station Sum;For representing the 0-1 variable whether i-th charging station is built, if i-th charging station is builtValue is 1, otherwise is 0;The fixed cost built for charging station i;Represent the quantity of charging inlet in i-th charging station;cchFor single charging inlet Cost;ctThe alternative cost of representation unit power;Represent the power of single charging inlet;nDRepresent that the region divided is total Number;cDCharging cost corresponding to unit charge requirement under representation unit operating range;xijFor representing that the charge requirement in j region is No met by i charging station, the most then xijValue is 1, otherwise value is 0;dijRepresent from region j to charging station i shortest path Operating range needed for footpath;DjRepresent the charge requirement in j region;cpOperation cost for charging station unit capacity.
When implementing, if the position candidate that charging turns is 100, then
y i s = [ y 1 s , y 2 s , y 3 s , ... , y 100 s ]
n i c h = [ n 1 c h , n 2 c h , n 3 c h , ... , n 100 c h ]
In object function is stated,AndBe abstract representations, represent a vector, each vector include 100 excellent Change variable.Whether corresponding 1st charging station is built,The charging inlet quantity that corresponding first charging station is built, class successively Push away, do not repeat at this.
Needing explanation, the span of appeal optimized variable is limited by constraints, arranges corresponding constraints. It addition, there is logical relation between some variable in optimized variable, also left unused by constraints.Such as, it is assumed that the 1st time Bit selecting is put and is not built charging station, thenCorresponding, the charging pile Quantity of first position candidate is the most necessarily 0, i.e.If first position candidate builds charging station, thenThe charging pile Quantity of first corresponding position candidate must It is not 0, i.e.
Below the constraints of above-mentioned function is illustrated:
(a). charge requirement constraints, charging station number constraint condition, charging station capacity constraints and logic are about Bundle condition;Wherein charge requirement constraints, the capacity of the most each charging station should be more than the charge requirement in jurisdiction, tool The algorithm of body is:Wherein,Represent charging in charging The day pot life of mouth;γfRepresent the vacancy rate of charging inlet in charging station;
(b). charging station number constraint.The charging station too small meeting of sum of planning makes charging station scale excessive, aobvious in city So it is difficult to the charging station that construction scale is the biggest;The charging station sum of planning too much can make charging station small scale and dense distribution, Also the total arrangement of urban construction is influenced whether, it is therefore necessary to the charging station sum of planning is retrained:
N m i n s ≤ Σ i = 1 n c y i s ≤ N m a x s
Wherein,Represent lower limit and the upper limit of charging station sum respectively.
(c). charging station capacity-constrained.It is limited by the factor such as power pipeline or Transmission Cost, the appearance of usual each charging station Amount also needs to use restraint, and the quantity of charging inlet in charging station is used restraint herein:
N m i n c h ≤ n i c h ≤ N m a x c h
(d). logical constraint.Obviously, charging inlet quantity in charging stationWith the binary change representing whether charging station is built AmountBetween there is constraint in logic: whenTime,Represent that i-th charging station hasIndividual charging inlet;WhenTime,Represent that i-th charging station is not built.Therefore following logical constraint can be built:
n i c h - M · y i s ≤ 0 y i s - n i c h ≤ 0
Wherein, M is a sufficiently large real number.It addition,And xijIt is 0-1 variable,For nonnegative integer, therefore may be used To write out:
And
Corresponding charge requirement DjMust be met in a certain charging station, therefore be had:
Σ i = 1 n c x i j = 1
The embodiment of the present invention, by obtaining the minima of year comprehensive method of investment cost, determines the quantity of quick charge stake, joint About cost;It addition, use aforementioned four constraints, retrain quick charge stake arranges quantity, so that quick charge stake Be arranged on and meet actual demand while, decrease Financial cost, thus reduce the cost that quick charge stake is set.
The above is the preferred embodiment of the present invention, it is noted that for those skilled in the art For, under the premise without departing from the principles of the invention, it is also possible to make some improvements and modifications, these improvements and modifications are also considered as Protection scope of the present invention.

Claims (8)

1. the method that charging pile is set, it is characterised in that comprise the following steps:
According to the corresponding relation of default charging pile type Yu setting area, determine the charging pile corresponding with described region to be placed Type;Described charging pile is divided into quick charge stake, at a slow speed charging pile and normal charge stake;
Obtain the information of vehicle flowrate in this region to be placed;
The charge requirement of the electric automobile in described region to be placed is determined according to described information of vehicle flowrate, and according to described charging need Seek the charging pile quantity determining region to be placed;
Monitor the use frequency of the charging pile of described setting, and according to charging pile described in the use FREQUENCY CONTROL of described charging pile Open and close.
The method that charging pile is set the most according to claim 1, it is characterised in that if region to be placed need to arrange at a slow speed and Normal charge stake, the described charge requirement according to electric automobile, determine the quantity of the charging pile in region to be placed and position Step, specifically includes:
According to the information of vehicle flowrate of described acquisition, determine the recoverable amount of motor vehicles, electric automobile accounting in described region to be placed Ratio and the permeation rate of electric automobile;
Accounting in this region of recoverable amount according to current automobile, electric automobile and the permeability of electric automobile, determine electricity The quantity of electrical automobile, concrete algorithm is:
N a , t e v = N t t o t a l ρ a , t η a , t e v ,
Wherein,It is the total vehicle guaranteeding organic quantity in t this area, ρA, tIt is t a type electric automobile accounting in this area Ratio;It it is t a type electric automobile permeability.
The method that charging pile is set the most according to claim 2, it is characterised in that also include:
According to the described quantity determining electric automobile, determine that the concrete algorithm of the charge requirement total amount of electric automobile is:
Q t = Σ a = 1 n a N a , t e v M a B a / S a
Wherein, MaFor electric automobile type, BaFor accumulator capacity, SaFor average mileage;
According to the charge requirement total amount of the described electric automobile determined, determine the total quantity of charging pile, and according to default at a slow speed The ratio of charging pile and normal charge stake determines charging pile and the quantity of normal charge stake at a slow speed respectively, determines the sum of charging pile The algorithm of amount is:
N l , t p = Q l , t P l T l d a y ( 1 - γ l )
Wherein, charge requirement QL, t, charge power Pl, per day charging interval Tl dayAnd charging pile vacancy rate γl
The method that charging pile is set the most according to claim 1, it is characterised in that if described region to be placed arrange fill Electricity stake is quick charge stake, it is determined that the charging pile quantity in region to be placed and the step of position include:
Determine the position candidate of quick charge station;
According to the position candidate of the described quick charge station determined, and the comprehensive method of investment cost minimum of quick charge station, really The quantity of fixed described quick charge stake and position;Described comprehensive method of investment cost includes the minimum of Installed capital cost and operation cost Value;The function corresponding with described comprehensive method of investment cost is:
min C(Nch, Ys, XD)=cinv(Nch, Ys)+coper(Nch, Ys, XD)
Wherein, cinv(Nch, Ys) it is charging station Installed capital cost, including fixed cost and the variable cost relevant to scale; coper(Nch, Ys, XD) it is charging station operation cost, use electrically-charging equipment including human cost, electricity purchase cost and user Cost;
The function corresponding with described quick charge station Installed capital cost and operation cost is respectively as follows:
c i n v ( N c h , Y s ) = Σ i = 1 n c δ ( y i s c i s + n i c h c c h + n i c h c t P 0 c h )
c o p e r ( N c h , Y s , X D ) = 365 ( Σ i = 1 n c Σ j = 1 n D c D x i j d i j D j + Σ i = 1 n c c p n i c h P 0 c h )
Wherein, cinv(Nch, Ys) it is charging station Installed capital cost, for charging station operation cost, ncRepresent candidate's charging station sum;For representing the 0-1 variable whether i-th charging station is built, if i-th charging station is builtValue is 1, otherwise is 0;For The fixed cost that charging station i builds;Represent the quantity of charging inlet in i-th charging station;cchOne-tenth for single charging inlet This;ctThe alternative cost of representation unit power;Represent the power of single charging inlet;nDRepresent the region sum divided;cD Charging cost corresponding to unit charge requirement under representation unit operating range;xijFor representing that whether the charge requirement in j region is by i Charging station is met, the most then xijValue is 1, otherwise value is 0;dijRepresent needed for region j to charging station i shortest path Operating range;DjRepresent the charge requirement in j region;cpOperation cost for charging station unit capacity.
The method that charging pile is set the most according to claim 4, it is characterised in that the time of described determination quick charge station The step that bit selecting is put, including:
Treating setting area and carry out road extraction, described extraction road includes major trunk roads and subsidiary road;
Major trunk roads according to described extraction and subsidiary road, determine the quick charge demand of electric automobile, and concrete algorithm is:
QU, t, i∝di·vi
Wherein, QU, t, iFor the electric vehicle rapid charging demand on i-th road of t, diIt is the length of i-th road;viTable Show the traffic flow on i-th road;Electric vehicle rapid charging demand and link length and the product of traffic flow on road It is directly proportional;
Quick charge demand according to described electric automobile, determines the position candidate of quick charge station.
6. according to the method arranging charging pile described in claim 4 or 5, it is characterised in that described comprehensive method of investment cost function Retrained by following condition: the capacity of each charging station is more than the charge requirement in jurisdiction, and expression is:
Σ j = 1 n D x i j D j ≤ n i c h P 0 c h T f d a y ( 1 - γ f ) , i = 1 , 2 , 3 , ... , n c
Represent the day pot life of charging inlet in charging;γfRepresent the vacancy rate of charging inlet in charging station;Represent The quantity of charging inlet in i-th charging station;Represent the power of single charging inlet;xijThe charge requirement in expression j region is No met by i charging station, the most then xijValue is 1, otherwise value is 0;DjRepresent the charge requirement in j region.
The method that charging pile is set the most according to claim 6, it is characterised in that described comprehensive method of investment cost function is also subject to The constraint of condition below: the quantity of charging inlet is:
N min c h ≤ n i c h ≤ N m a x c h
Wherein, Nch minRepresent the minima of charging inlet, Nch maxRepresent the maximum of charging inlet.
8. according to the method arranging charging pile according to any one of claim 3-5, it is characterised in that the described comprehensive method of investment becomes This function is also retrained by following condition: charging station capacity is:
N m i n s ≤ Σ i = 1 n c y i s ≤ N m a x s
Wherein, y5 iRepresent charging station capacity;Represent lower limit and the upper limit of charging station sum respectively.
CN201610673658.8A 2016-08-15 2016-08-15 A kind of method that charging pile is set Pending CN106295898A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610673658.8A CN106295898A (en) 2016-08-15 2016-08-15 A kind of method that charging pile is set

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610673658.8A CN106295898A (en) 2016-08-15 2016-08-15 A kind of method that charging pile is set

Publications (1)

Publication Number Publication Date
CN106295898A true CN106295898A (en) 2017-01-04

Family

ID=57671635

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610673658.8A Pending CN106295898A (en) 2016-08-15 2016-08-15 A kind of method that charging pile is set

Country Status (1)

Country Link
CN (1) CN106295898A (en)

Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108376291A (en) * 2017-11-28 2018-08-07 国网甘肃省电力公司电力科学研究院 A kind of electric vehicle electric charging station addressing constant volume method based on micro-capacitance sensor
CN108544950A (en) * 2018-04-24 2018-09-18 刘耀鸿 A kind of charging pile management method based on new-energy automobile positioning
CN108573351A (en) * 2018-04-24 2018-09-25 上汽通用五菱汽车股份有限公司 Electrically-charging equipment concocting method, device and computer readable storage medium
CN109204017A (en) * 2018-09-13 2019-01-15 国网福建省电力有限公司 A kind of monitoring method of electric car charging network
CN109800940A (en) * 2018-12-03 2019-05-24 北京掌行通信息技术有限公司 A kind of charging pile site selecting method and device
CN109840640A (en) * 2019-03-06 2019-06-04 清华大学 A kind of site selecting method and system of electric automobile charging pile
CN111086410A (en) * 2020-01-03 2020-05-01 恒大新能源汽车科技(广东)有限公司 Charging control method and device, electronic equipment and system
CN111145532A (en) * 2019-11-26 2020-05-12 北京摩拜科技有限公司 Setting method of vehicle parking spot, server and terminal equipment
CN111769611A (en) * 2020-06-24 2020-10-13 深圳市科奥信电源技术有限公司 Adjusting method, system and device for mobile robot charging station
CN112542831A (en) * 2020-04-10 2021-03-23 深圳优地科技有限公司 Charging pile quantity determination method, device, equipment and storage medium
CN113415203A (en) * 2021-06-29 2021-09-21 湖南昌茂电能发展有限公司 Intelligent charging pile management system based on Internet of things
CN114118796A (en) * 2021-11-26 2022-03-01 天津守中电力科技有限公司 Planning method for electric vehicle charging facility
CN116523272A (en) * 2023-07-03 2023-08-01 深圳市金威源科技股份有限公司 Charging pile intelligent management method and system based on big data analysis

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102880921A (en) * 2012-10-16 2013-01-16 山东电力集团公司电力科学研究院 Method for optimizing site selection of electric vehicle charging stations
CN105160449A (en) * 2015-07-06 2015-12-16 国家电网公司 Electric automobile charging pile optimization layout method
CN105160428A (en) * 2015-08-19 2015-12-16 天津大学 Planning method of electric vehicle fast-charging station on expressway
CN105447602A (en) * 2016-01-01 2016-03-30 三峡大学 Electric automobile power charging and converting station optimization arrangement system
CN105760949A (en) * 2016-02-04 2016-07-13 国网山东省电力公司经济技术研究院 Optimizing configuration method for amount of chargers of electromobile charging station

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102880921A (en) * 2012-10-16 2013-01-16 山东电力集团公司电力科学研究院 Method for optimizing site selection of electric vehicle charging stations
CN105160449A (en) * 2015-07-06 2015-12-16 国家电网公司 Electric automobile charging pile optimization layout method
CN105160428A (en) * 2015-08-19 2015-12-16 天津大学 Planning method of electric vehicle fast-charging station on expressway
CN105447602A (en) * 2016-01-01 2016-03-30 三峡大学 Electric automobile power charging and converting station optimization arrangement system
CN105760949A (en) * 2016-02-04 2016-07-13 国网山东省电力公司经济技术研究院 Optimizing configuration method for amount of chargers of electromobile charging station

Cited By (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108376291A (en) * 2017-11-28 2018-08-07 国网甘肃省电力公司电力科学研究院 A kind of electric vehicle electric charging station addressing constant volume method based on micro-capacitance sensor
CN108544950A (en) * 2018-04-24 2018-09-18 刘耀鸿 A kind of charging pile management method based on new-energy automobile positioning
CN108573351A (en) * 2018-04-24 2018-09-25 上汽通用五菱汽车股份有限公司 Electrically-charging equipment concocting method, device and computer readable storage medium
CN108544950B (en) * 2018-04-24 2019-06-18 上海工业控制安全创新科技有限公司 A kind of charging pile management method based on new-energy automobile positioning
CN109204017A (en) * 2018-09-13 2019-01-15 国网福建省电力有限公司 A kind of monitoring method of electric car charging network
CN109204017B (en) * 2018-09-13 2020-03-10 国网福建省电力有限公司 Monitoring method for electric vehicle charging network
CN109800940A (en) * 2018-12-03 2019-05-24 北京掌行通信息技术有限公司 A kind of charging pile site selecting method and device
CN109840640A (en) * 2019-03-06 2019-06-04 清华大学 A kind of site selecting method and system of electric automobile charging pile
CN111145532A (en) * 2019-11-26 2020-05-12 北京摩拜科技有限公司 Setting method of vehicle parking spot, server and terminal equipment
CN111086410A (en) * 2020-01-03 2020-05-01 恒大新能源汽车科技(广东)有限公司 Charging control method and device, electronic equipment and system
CN111086410B (en) * 2020-01-03 2021-11-19 恒大恒驰新能源汽车科技(广东)有限公司 Charging control method and device, electronic equipment and system
CN112542831A (en) * 2020-04-10 2021-03-23 深圳优地科技有限公司 Charging pile quantity determination method, device, equipment and storage medium
CN112542831B (en) * 2020-04-10 2023-09-08 深圳优地科技有限公司 Method, device, equipment and storage medium for determining number of charging piles
CN111769611A (en) * 2020-06-24 2020-10-13 深圳市科奥信电源技术有限公司 Adjusting method, system and device for mobile robot charging station
CN113415203A (en) * 2021-06-29 2021-09-21 湖南昌茂电能发展有限公司 Intelligent charging pile management system based on Internet of things
CN114118796A (en) * 2021-11-26 2022-03-01 天津守中电力科技有限公司 Planning method for electric vehicle charging facility
CN116523272A (en) * 2023-07-03 2023-08-01 深圳市金威源科技股份有限公司 Charging pile intelligent management method and system based on big data analysis
CN116523272B (en) * 2023-07-03 2023-09-29 深圳市金威源科技股份有限公司 Charging pile intelligent management method and system based on big data analysis

Similar Documents

Publication Publication Date Title
CN106295898A (en) A kind of method that charging pile is set
CN103915869B (en) A kind of Intelligent charging system of electric automobile based on mobile device and method
CN105095611B (en) A kind of electric automobile on highway quick charge station queuing strategy
CN107871184A (en) A kind of site selecting method of the electric automobile charging station of facing area electrically-charging equipment
US8406948B2 (en) Plug-in hybrid electric vehicle and method of control for providing distance to empty and equivalent trip fuel economy information
CN104842797B (en) Electric automobile future average current drain is estimated, remaining continual mileage method of estimation and system
Liu et al. Bi-level convex optimization of eco-driving for connected Fuel Cell Hybrid Electric Vehicles through signalized intersections
US20170320481A1 (en) A hybrid vehicle and a method for energy management of a hybrid vehicle
EP3863882A1 (en) Method and back end device for predictively controlling a charging process for an electric energy store of a motor vehicle
CN102880921A (en) Method for optimizing site selection of electric vehicle charging stations
CN103729724A (en) Natural-mixing scheduling method of public bike system
CN107187442A (en) The plug-in hybrid electric automobile EMS predicted based on operating mode
CN105591433A (en) Electric automobile charging load optimization method based on electric automobile charging power dynamic distribution
CN103797334A (en) System for providing route plans for plug-in hybrid electric vehicle and method thereof
CN113580994B (en) Intelligent optimization method and system for electric vehicle integrated charging
CN103745111A (en) Method of predicting driving range of all-electric passenger vehicles
CN107921886A (en) Method for calculating the set point for being used for the fuel and power consumption for managing hybrid moto vehicle
CN108053058A (en) A kind of electric taxi charging pile site selecting method based on big data
DE102018219417A1 (en) Methods and systems for scheduling utility events into a load plan
CN107627872A (en) Go out the battery charging control method and system of row mode based on electric automobile
CN111754039A (en) Method for comprehensive integrated optimization design of pure electric bus network
CN112115385B (en) Unidirectional sharing automobile system site selection optimization method considering charging time
CN106828161A (en) One kind is applied to multichannel charging socket charging equipment of electric automobile and its control method
CN107256627A (en) Automatic driving vehicle dispatching method, apparatus and system
CN105172614A (en) Flexible charging station of electric vehicle

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20170104

RJ01 Rejection of invention patent application after publication