CN107959285A - A kind of optimization method, system and the device of the interregional transmission of electricity plan of hair a few days ago - Google Patents

A kind of optimization method, system and the device of the interregional transmission of electricity plan of hair a few days ago Download PDF

Info

Publication number
CN107959285A
CN107959285A CN201710983582.3A CN201710983582A CN107959285A CN 107959285 A CN107959285 A CN 107959285A CN 201710983582 A CN201710983582 A CN 201710983582A CN 107959285 A CN107959285 A CN 107959285A
Authority
CN
China
Prior art keywords
electricity
provinces
regions
few days
days ago
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
Application number
CN201710983582.3A
Other languages
Chinese (zh)
Other versions
CN107959285B (en
Inventor
陈亦平
郑晓东
侯君
张勇
王巍
杜旭
陈静鹏
莫维科
高琴
杨荣照
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.)
China Southern Power Grid Co Ltd
Original Assignee
China Southern Power Grid Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by China Southern Power Grid Co Ltd filed Critical China Southern Power Grid Co Ltd
Priority to CN201710983582.3A priority Critical patent/CN107959285B/en
Publication of CN107959285A publication Critical patent/CN107959285A/en
Application granted granted Critical
Publication of CN107959285B publication Critical patent/CN107959285B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J3/00Circuit arrangements for ac mains or ac distribution networks
    • 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
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0631Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06312Adjustment or analysis of established resource schedule, e.g. resource or task levelling, or dynamic rescheduling
    • 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
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0631Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06315Needs-based resource requirements planning or analysis
    • 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
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J2203/00Indexing scheme relating to details of circuit arrangements for AC mains or AC distribution networks
    • H02J2203/20Simulating, e g planning, reliability check, modelling or computer assisted design [CAD]
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J3/00Circuit arrangements for ac mains or ac distribution networks
    • H02J3/003Load forecast, e.g. methods or systems for forecasting future load demand
    • YGENERAL 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
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S10/00Systems supporting electrical power generation, transmission or distribution
    • Y04S10/50Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications

Landscapes

  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • Engineering & Computer Science (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Tourism & Hospitality (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Marketing (AREA)
  • General Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • Quality & Reliability (AREA)
  • Development Economics (AREA)
  • Game Theory and Decision Science (AREA)
  • Operations Research (AREA)
  • Educational Administration (AREA)
  • Health & Medical Sciences (AREA)
  • Power Engineering (AREA)
  • Public Health (AREA)
  • Water Supply & Treatment (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Supply And Distribution Of Alternating Current (AREA)

Abstract

The invention discloses a kind of optimization method, system and the device of the interregional transmission of electricity plan of hair a few days ago, method includes:According to the load prediction data in each region, region internal power balance and interregional electricity plan, to minimize region day power generation serial variance as optimization aim, the object function of the interregional transmission of electricity planning optimization model of hair a few days ago is established;Determine the constraints and model parameter of the interregional transmission of electricity planning optimization model of hair a few days ago.System establishes module and constraints and model parameter determining module including object function.Device includes memory and processor.The present invention is to minimize the variance of region day power generation sequence as optimization aim, so as to send the peak regulation pressure contributed and adjusted to alleviate feeding section by electricity by the interregional of minimum, and complementary optimization function of each region part throttle characteristics to feeding section peak regulation is given full play to so that interregional send is matched by electricity plan with feeding section peak regulation speed.It the composite can be widely applied to electric power system dispatching optimization field.

Description

A kind of optimization method, system and the device of the interregional transmission of electricity plan of hair a few days ago
Technical field
The present invention relates to electric power system dispatching to optimize field, especially a kind of optimization side of the interregional transmission of electricity plan of hair a few days ago Method, system and device.
Background technology
Electric system is the complex dynamic systems of higher-dimension, strong nonlinearity, its operation stability is the head of power grid security production Want problem.For a long time, power grid operational plan arrangement a few days ago is that dispatching of power netwoks department determines the power grid future method of operation, instructs electricity The Main Basiss of power production, and develop checking united direction with static, transient security to operational plan.Reasonably a few days ago Management and running plan is directly related to the safety and economic operation of power grid in the future.
It is interregional generate a few days ago transmission of electricity (sending by electricity) plan be the important composition portion of management and running a few days ago in the works Point, it is of great significance to the complementation for playing each region electric power resource and load.At present, the interregional transmission of electricity plan of hair a few days ago Establishment and Optimizing Flow it is as follows:Higher level's scheduling institution is manually worked out initial interregional send and is planned by electricity, regional power grid according to What information and higher level issued in net send by electric planning generation schedule inside the province, and two-level scheduler mechanism carries out original plan afterwards Optimization and Security Checking.The Optimizing Flow groundwork relies on manually and experience is, it is necessary to which more information exchange, is that one kind is first counted The mode checked after drawing, and it is difficult to ensure that the optimum level of plans.The prioritization scheme is in layout plan generally with certain Based on the load prediction data of a feeding section (such as Guangdong Province of south electric network), according to it is other respectively by electric region (such as Guangxi province, Yunnan Province, Guizhou Province and Hainan Province of south electric network) electricity plan, first arrange it is interregional send it is bent by electricity plan Line, peak regulation in the region by generating electricity based on voluntarily matching is adjusted in feeding section, the problem of it is primarily present following aspect:
(1) may because it is interregional send by electric accounting it is excessive cause it is interregional send to be contributed to adjust by electricity bear with feeding section The tracking and matching deficiency of lotus pace of change, has aggravated the peak regulation pressure of feeding section, causes the tune repeatedly to generate electricity in feeding section Section and unordered adjusting, result even in the peak regulation to generate electricity in feeding section, standby resources anxiety, regulations speed is difficult to full when serious The needs of sufficient feeding section peak-frequency regulation.
(2) do not give full play to and respectively planned to match feeding section tune by electricity by the advantage of electric region part throttle characteristics, interregional send Peak speed deficiency.For example, send water and electricity saving accounting in Yunnan in by electricity maximum between saving, and power is planned not fill a few days ago between existing net saves Yunnan hydropower is waved in distribution and direct current sends the characteristics of governing speed is fast outside, causes to send by electricity plan matching Guangdong Province's peak regulation speed between province Deficiency.
The content of the invention
In order to solve the above technical problems, it is an object of the invention to:A kind of the excellent of interregional transmission of electricity plan of hair a few days ago is provided Change method, system and device, to give full play to interregional send by electricity plan and each region part throttle characteristics to feeding section peak regulation Complementary optimization function.
The first technical solution for being taken of the present invention is:
A kind of optimization method of the interregional transmission of electricity plan of hair a few days ago, comprises the following steps:
According to the load prediction data in each region, region internal power balance and interregional electricity plan, to minimize region Day power generation serial variance is optimization aim, establishes the object function of the interregional transmission of electricity planning optimization model of hair a few days ago;
Determine the constraints and model parameter of the interregional transmission of electricity planning optimization model of hair a few days ago, the definite constraint bar Part and model parameter include object function weight coefficient, loss factor, electricity deviation factor, dominant eigenvalues bound, region hair Electric bound and regional generation climbing rate.
Further, each region includes Guangdong Province, Guangxi province, Yunnan Province, Guizhou Province and day factory Long Tan.
Further, the object function expression formula of the interregional transmission of electricity planning optimization model of hair a few days ago is:
Wherein, t is any time period in T, and T is 96 period collection in a few days, PGi,tProvinces and regions i is represented in time period t Interior power generation daily planning, i be R in any provinces and regions, R={ Guangdong Province, Guangxi province, Yunnan Province, Guizhou Province },For provinces and regions i The per day output of power generation, andwiFor provinces and regions i Generation Right coefficient factors, and wi=1/ (PLimax )2, PLimaxFor the load prediction maximum a few days ago of provinces and regions i.
Further, this step of the constraints for determining the interregional transmission of electricity planning optimization model of hair a few days ago and model parameter Suddenly, specifically include:
Determine the power-balance constraint of each provinces and regions;
Determine the power transmission of each provinces and regions with being constrained by electric equilibrium;
Determine sending by power consumption deviation constraint for each provinces and regions;
Determine the power generation bound constraint of each provinces and regions;
Determine the interconnection channel power constraint in province section;
Determine the power generation ramping rate constraints of each provinces and regions.
Further, the power-balance constraint of each provinces and regions is:Wherein, PTi,tAnd PLi,tRespectively provinces and regions i exists Sending by electricity plan and predicted load a few days ago in time period t, R ' is the set of receiving end provinces and regions, and S is the set of sending end provinces and regions.
Further, the power transmission of each provinces and regions by electric equilibrium with being constrained to:Wherein, εjFor loss factor, PTjtThe predicted load a few days ago for being provinces and regions j in time period t, PTitPlanned for provinces and regions i sending in time period t by electricity.
Further, sending for each provinces and regions is by power consumption deviation constraint: Wherein, η is electricity deviation factor, EiNFor provinces and regions Between send by electricity plan electricity, PTitThe predicted load a few days ago for being provinces and regions i in time period t.
Further, the power generation bound of each provinces and regions is constrained to:Wherein, PGiFor the power generation daily planning of provinces and regions i, PGiminAnd PGimaxRespectively the power generation lower limit of provinces and regions i and the power generation upper limit;The province section Interconnection channel power is constrained to:Wherein, PTiFor sending by electricity plan electricity for provinces and regions i Amount, PTimaxAnd PTiminRespectively province section is sent by electric maximum electricity and is sent by electric minimum amount of power;
The power generation ramping rate constraints of each provinces and regions are:Wherein, PGi(t+1)And PGitRespectively provinces and regions i power generation daily plannings within the period (t+1) and in time period t,WithRespectively provinces and regions The power generation creep speed upper limit and power generation creep speed lower limit of i.
The second technical solution for being taken of the present invention is:
A kind of optimization system of the interregional transmission of electricity plan of hair a few days ago, including:
Object function establishes module, is balanced for the load prediction data according to each region, region internal power and interregional Electricity plan, to minimize region day power generation serial variance as optimization aim, establishes the interregional transmission of electricity planning optimization mould of hair a few days ago The object function of type;
Constraints and model parameter determining module, for determining the constraint of the interregional transmission of electricity planning optimization model of hair a few days ago Condition and model parameter, it is inclined that the definite constraints and model parameter include object function weight coefficient, loss factor, electricity Poor coefficient, dominant eigenvalues bound, regional generation bound and regional generation climbing rate.
The 3rd technical solution taken of the present invention is:
A kind of optimization device of the interregional transmission of electricity plan of hair a few days ago, including:
Memory, for storing program;
Processor, is transmitted electricity for loading described program with performing a kind of interregional hair a few days ago as described in the first technical solution The optimization method of plan.
The beneficial effects of the invention are as follows:The present invention a kind of optimization method, system and the dress of the interregional transmission of electricity plan of hair a few days ago Put, according to the load prediction data in each region, region internal power balance and interregional electricity plan, to minimize region day power generation Serial variance is optimization aim, establishes the object function of the interregional transmission of electricity planning optimization model of hair a few days ago, and then is determined corresponding Constraints and model parameter, have considered the load prediction data, region internal power balance and interregional electricity in each region Plan, by being returned interregional send by electricity output adjusting minimum as optimization aim using the variance for minimizing region day power generation sequence For the optimization aim problem of a secondary variance, thus by it is minimum it is interregional send to be contributed to adjust by electricity alleviate feeding section Peak regulation pressure, solve the problems, such as the adjusting repeatedly to generate electricity in feeding section and unordered adjusting, and considered each region Load prediction data, given full play to complementary optimization function of each region part throttle characteristics to feeding section peak regulation so that region Between send and matched by electricity plan with feeding section peak regulation speed.
Brief description of the drawings
Fig. 1 is a kind of step flow chart of the optimization method of the interregional transmission of electricity plan of hair a few days ago of the present invention;
Fig. 2 is a kind of overall structure block diagram of the optimization system of the interregional transmission of electricity plan of hair a few days ago of the present invention;
Fig. 3 is that the entirety of the embodiment of the present invention one realizes flow chart;
Comparative result figure before and after the optimization for Guangdong Province's generation schedule that Fig. 4 obtains for optimization method using the present invention;
Fig. 5 is comparative result figure before and after the optimization that the Guangdong Province that optimization method using the present invention obtains is planned by electricity;
Comparative result figure before and after the optimization for Yunnan Province's generation schedule that Fig. 6 obtains for optimization method using the present invention;
Fig. 7 is comparative result figure before and after the optimization that the Yunnan Province that optimization method using the present invention obtains is planned by electricity.
Embodiment
With reference to Fig. 1, a kind of optimization method of the interregional transmission of electricity plan of hair a few days ago, comprises the following steps:
According to the load prediction data in each region, region internal power balance and interregional electricity plan, to minimize region Day power generation serial variance is optimization aim, establishes the object function of the interregional transmission of electricity planning optimization model of hair a few days ago;
Determine the constraints and model parameter of the interregional transmission of electricity planning optimization model of hair a few days ago, the definite constraint bar Part and model parameter include object function weight coefficient, loss factor, electricity deviation factor, dominant eigenvalues bound, region hair Electric bound and regional generation climbing rate.
The present invention has taken into full account the complementary characteristic of each region power supply and load, using the variance of minimum elelctrochemical power generation sequence as mesh Mark, meter and hair transmission of electricity relevant constraint, establish this of the interregional transmission of electricity of hair a few days ago planning optimization model forefoot area optimization day The quadratic programming model of hair transmission of electricity plan.The present invention is establishing the object function of the interregional transmission of electricity planning optimization model of hair a few days ago simultaneously After determining corresponding constraints and model parameter, you can obtain complete the retouching of the interregional transmission of electricity planning optimization model of hair a few days ago State, so as to complete to the interregional transmission of electricity planning optimization of hair a few days ago.
Be further used as preferred embodiment, each region include Guangdong Province, Guangxi province, Yunnan Province, Guizhou Province and Its factory Long Tan.
Wherein, Guangxi province refers to the Guangxi region without Long Tan and natural bridge, and day factory Long Tan refers in particular to the Long Tan and day in Guangxi Raw bridge zone domain.
It is further used as preferred embodiment, the object function table of the interregional transmission of electricity planning optimization model of hair a few days ago It is up to formula:
Wherein, t is any time period in T, and T is 96 period collection in a few days, PGi,tProvinces and regions i is represented in time period t Interior power generation daily planning, i be R in any provinces and regions, R={ Guangdong Province, Guangxi province, Yunnan Province, Guizhou Province },For provinces and regions i The per day output of power generation, andwiFor provinces and regions i Generation Right coefficient factors, and wi=1/ (PLimax )2, PLimaxFor the load prediction maximum a few days ago of provinces and regions i.
It is further used as preferred embodiment, the constraint bar for determining the interregional transmission of electricity planning optimization model of hair a few days ago The step for part and model parameter, specifically include:
Determine the power-balance constraint of each provinces and regions;
Determine the power transmission of each provinces and regions with being constrained by electric equilibrium;
Determine sending by power consumption deviation constraint for each provinces and regions;
Determine the power generation bound constraint of each provinces and regions;
Determine the interconnection channel power constraint in province section;
Determine the power generation ramping rate constraints of each provinces and regions.
Preferred embodiment is further used as, the power-balance constraint of each provinces and regions is:Wherein, PTi,tAnd PLi,tRespectively provinces and regions i exists Sending by electricity plan and predicted load a few days ago in time period t, R ' is the set of receiving end provinces and regions, and S is the set of sending end provinces and regions.
Wherein, R ' and S have collectively constituted set R.
Preferred embodiment is further used as, the power transmission of each provinces and regions by electric equilibrium with being constrained to:Wherein, εjFor loss factor, PTjtThe predicted load a few days ago for being provinces and regions j in time period t, PTitPlanned for provinces and regions i sending in time period t by electricity.
Preferred embodiment is further used as, sending for each provinces and regions is by power consumption deviation constraint:
Wherein, η is electricity deviation factor, EiNSent for province section and planned electricity, P by electricityTitThe day preload for being provinces and regions i in time period t Predicted value.
Preferred embodiment is further used as, the power generation bound of each provinces and regions is constrained to: Wherein, PGiFor the power generation daily planning of provinces and regions i, PGiminAnd PGimaxRespectively provinces and regions i's Generate electricity lower limit and the power generation upper limit;
The interconnection channel power in the province section is constrained to:Wherein, PTiFor Sending for provinces and regions i is planned electricity, P by electricityTimaxAnd PTiminRespectively province section is sent by electric maximum electricity and is sent by electric minimum amount of power;
The power generation ramping rate constraints of each provinces and regions are:Wherein, PGi(t+1)And PGitRespectively provinces and regions i power generation daily plannings within the period (t+1) and in time period t,WithRespectively provinces and regions The power generation creep speed upper limit and power generation creep speed lower limit of i.
With reference to Fig. 2, a kind of optimization system of the interregional transmission of electricity plan of hair a few days ago of the present invention, including:
Object function establishes module, is balanced for the load prediction data according to each region, region internal power and interregional Electricity plan, to minimize region day power generation serial variance as optimization aim, establishes the interregional transmission of electricity planning optimization mould of hair a few days ago The object function of type;
Constraints and model parameter determining module, for determining the constraint of the interregional transmission of electricity planning optimization model of hair a few days ago Condition and model parameter, it is inclined that the definite constraints and model parameter include object function weight coefficient, loss factor, electricity Poor coefficient, dominant eigenvalues bound, regional generation bound and regional generation climbing rate.
It is corresponding with the method for Fig. 1, a kind of optimization device of the interregional transmission of electricity plan of hair a few days ago of the present invention, including:
Memory, for storing program;
Processor, as shown in Figure 1 a kind of interregional the excellent of transmission of electricity plan is sent out for loading described program a few days ago to perform Change method.
The present invention is further explained and illustrated with reference to Figure of description and specific embodiment.
Embodiment one
By taking south electric network as an example, the establishment of the current interregional transmission of electricity plan of hair a few days ago and prioritization scheme are in layout plan Generally based on the load prediction data in Guangdong, the electricity plan of western electricity, first layout are sent according to Yunnan, Guizhou, day factory Long Tan Go out between province to send by electric Plan Curve, in Guangdong Province peak regulation by generating electricity inside the province based on voluntarily matching is adjusted, it is netted save between send and accounted for by electricity Guangdong electric power saving about 1/3, send between province contributed by electricity adjust with the tracking and matching of Guangdong load variations speed deficiency, result in Guangdong The adjusting repeatedly and unordered adjusting to generate electricity inside the province, causing the economy of unit in Guangdong Province reduces.Meanwhile sent between province by electric medium cloud Southern water and electricity saving accounting is maximum, and the existing interregional transmission of electricity plan of hair a few days ago does not give full play to Yunnan water and electricity saving and direct current sends adjusting outside Fireballing feature, send between province and is planned to match Guangdong Province's peak regulation speed deficiency by electricity.Transmission of electricity plan is sent out a few days ago in order to solve region The adjusting repeatedly and unordered regulation problem that unit generation is contributed in Chinese and Western electricity matching Guangdong peak regulation deficiency and Guangdong Province, the present embodiment Using the optimization method of the present invention, it is proposed that a kind of generation schedule optimization method for minimizing region day power generation serial variance, such as Shown in Fig. 3, this method specifically includes following steps:
S1. the interregional transmission of electricity planning optimization target of hair a few days ago for minimizing region day power generation serial variance is established;
S2. the constraints and model parameter of the interregional transmission of electricity planning optimization model of hair a few days ago are determined.
The step S1 consider Guangxi, Yunnan, Guizhou and Guangdong Province load prediction, inside the province power-balance and save between electricity Gauge is drawn, using the variance for minimizing region day power generation sequence as optimization aim, arrange this four provinces and regions generated output plan and Send between province and planned by electricity, and establish the object function of the interregional transmission of electricity planning optimization model of hair a few days ago, by four provinces and regions generated outputs Adjust the optimization aim problem for minimizing and being classified as a secondary variance.
Wherein, the object function of the interregional transmission of electricity planning optimization model of hair a few days ago (minimizes region day power generation sequence side Poor object function) be:In formula, T (can lead to in a few days 96 periods Cross by one day 24 it is small when be divided into 96 periods and draw), PGi,tRepresent certain and save power generation daily planning, Represent the per day output of certain provinces and regions power generation, wi=1/ (PLimax)2For each provinces and regions Generation Right coefficient (i.e. object function weight coefficient) The factor, R={ Guangdong Province, Guangxi province, Yunnan Province, Guizhou Province }.
The constraints of the interregional transmission of electricity planning optimization model of hair a few days ago and model parameter specifically include in the step S2:
(1) each province's power-balance constraint
The present embodiment each province power-balance constraint represents the power-balance condition of each province, and expression is:Wherein, PTi,tAnd PLi,tRespectively send inside the province by Electricity plan (it is negative by electricity just that power transmission, which is), provinces and regions load prediction a few days ago, R ' are the set of receiving end provinces and regions, and S is the collection of sending end provinces and regions Close.R ' and S have collectively constituted set R, that is, have:R=R '+S.
(2) power transmission by electric equilibrium with being constrained
The equilibrium condition of the present embodiment power transmission and the exchange of electric power by electric equilibrium constraint representation each province, expression are:εjFor loss factor (west electricity Eastern line sending loss rate εjIt is taken as 5%), PTjtFor provinces and regions load prediction a few days ago, PTitTo send inside the province, by electricity plan, (power transmission is just, by electricity It is negative).
(3) each province is sent is constrained by power consumption
Send to be sent by power consumption constraint representation permission in each province of the present embodiment:
Wherein, η (is sent by electricity permission electricity deviation) for electricity deviation factor between saving, EiNSent between province by electricity plan electricity Amount, PTitFor load prediction a few days ago inside the province.
(4) each province's power generation bound
The present embodiment each province power generation bound represents the generating capacity of each province, needs to meet:Wherein, PTiPlanned electricity, P by electricity for sending for provinces and regions iTimaxAnd PTiminRespectively save Between send by electric maximum electricity and send by electric minimum amount of power.
(5) line passage constraint is got in touch between saving
The present embodiment gets in touch with line passage between saving and constrains the passway for transmitting electricity power constraint represented between province, and expression is:Wherein, PTiPlanned electricity, P by electricity for sending for provinces and regions iTimaxAnd PTiminRespectively save Send by electric maximum electricity and send by electric minimum amount of power in section.
(6) each province's power generation ramping rate constraints
The present embodiment each province power generation ramping rate constraints be:Wherein, PGi(t+1)And PGitRespectively provinces and regions i power generation daily plannings within the period (t+1) and in time period t,WithRespectively provinces and regions i The power generation creep speed upper limit and power generation creep speed lower limit.
By taking south electric network as an example, its comprehensive theory line loss per unit ε that transfers electricity from the west to the eastjAbout 5.48%, interregional send is permitted by electricity Perhaps deviation η is generally 2%.
Fig. 4, Fig. 5, Fig. 6 and Fig. 7 are the example knot that the interregional transmission of electricity plan optimization method of hair a few days ago of the application present invention is drawn Fruit comparison diagram, including Guangdong Province's optimization generation schedule and Plan Curve figure a few days ago shown in Fig. 4, Guangdong Province's optimization shown in Fig. 5 Entered plan and entered Plan Curve figure a few days ago, Yunnan Province's optimization generation schedule and Plan Curve figure a few days ago, Fig. 7 shown in Fig. 6 Shown Yunnan Province's optimization sends plan outside and sends Plan Curve figure outside a few days ago.Example knot shown in analysis chart 4, Fig. 5, Fig. 6 and Fig. 7 Fruit understands haing the following advantages for the interregional hair transmission of electricity plan optimization method a few days ago of the present invention:
1) from Fig. 4, Fig. 5, Fig. 6 and Fig. 7, serial variance is generated electricity as optimization aim to minimize region day, after optimization Guangdong Province generation schedule to adjust number less, 09:00 (the 36th period) and 16:00 (the 64th period) the two Period, power generation, which does not occur, in Guangdong Province demodulates peak and goes out force phenomenon, and at noon 11:15-12:15 Guangdong loads plunge the time Section, Guangdong Province's power generation adjusts to contribute downwards is reduced to 3400MW by 4600MW, effectively alleviates the peak regulation pressure of Guangdong thermoelectricity. 12:30-15:45 period Guangdong preferably have matched the characteristic of the afternoon load in Guangdong by the lifting for entering western electricity, it is wide after optimization Generation schedule is almost in line operation inside the province in east.Plan Curve can see after the optimization of observation Fig. 7 sending ends Yunnan Province, pass through lifting The quantity of electricity on Yunnan Province peak and quantity of electricity when forcing down low ebb, it is possible to achieve Yunnan Province is sent outside to rise suddenly in Guangdong Province's load Plunge the balance matching in stage, and the generation schedulecurve in smooth Guangdong Province eases up demodulation peak pressure power.
2) in Fig. 4, before method using the present invention optimization, south electric network Guangdong Province a few days ago the peak value of generation schedule, valley, Peak-valley difference and standard deviation are respectively:50894MW, 33697MW, 17197MW and 6096.4MW.After optimization method of the present invention, Peak value, valley, peak-valley difference and the standard deviation of Tu4Zhong south electric networks Guangdong Province generation schedule be respectively:49800MW、 33686MW、 16114MW and 4893.5MW.That is, the peak value of Guangdong Province's generation schedule reduces about 1000MW, valley is slightly lifted, peak Paddy difference and standard deviation (unified for unit, to be converted into standard deviation) reduce more than 1000MW.This illustrates side using the present invention After method, the thermoelectricity in Guangdong Province can be caused spare and peak regulation demand reduces, peak regulation pressure reduces, and economics of power generation is improved.
From above-mentioned content, the present invention a kind of optimization method, system and the device of the interregional transmission of electricity plan of hair a few days ago Using each region power supply and the complementary characteristic of load, using the variance of minimum elelctrochemical power generation sequence as target, meter and hair transmission of electricity are related about Beam condition, establishes the quadratic programming model for optimizing day forefoot area hair transmission of electricity plan, and interregional send is adjusted minimum by electricity output Change the optimization aim problem of a secondary variance of being classified as, thus by it is minimum it is interregional send to be contributed to adjust by electricity alleviate power transmission The peak regulation pressure in region, has considered the load prediction data in each region, solve region send out a few days ago transmission of electricity in the works respectively by The adjusting repeatedly and unordered regulation problem that unit generation is contributed in electric Region Matching feeding section peak regulation deficiency and feeding section, fill Region part throttle characteristics and the interregional complementary optimization function sent by electricity to feeding section peak regulation have been waved in distribution.
Above is the preferable of the present invention is implemented to be illustrated, but the present invention is not limited to the embodiment, and it is ripe A variety of equivalent variations or replacement can also be made on the premise of without prejudice to spirit of the invention by knowing those skilled in the art, this Equivalent deformation or replacement are all contained in the application claim limited range a bit.

Claims (10)

  1. A kind of 1. optimization method of the interregional transmission of electricity plan of hair a few days ago, it is characterised in that:Comprise the following steps:
    According to the load prediction data in each region, region internal power balance and interregional electricity plan, to minimize region day hair Electric array variance is optimization aim, establishes the object function of the interregional transmission of electricity planning optimization model of hair a few days ago;
    Determine it is interregional a few days ago hair transmission of electricity planning optimization model constraints and model parameter, the definite constraints and Model parameter is including on object function weight coefficient, loss factor, electricity deviation factor, dominant eigenvalues bound, regional generation Lower limit and regional generation climbing rate.
  2. A kind of 2. optimization method of interregional transmission of electricity plan of hair a few days ago according to claim 1, it is characterised in that:It is described each Region includes Guangdong Province, Guangxi province, Yunnan Province, Guizhou Province and day factory Long Tan.
  3. A kind of 3. optimization method of interregional transmission of electricity plan of hair a few days ago according to claim 2, it is characterised in that:The area The object function expression formula of the planning optimization model of hair transmission of electricity a few days ago is between domain:
    <mrow> <mi>min</mi> <mi> </mi> <mi>f</mi> <mrow> <mo>(</mo> <msub> <mi>P</mi> <mrow> <mi>G</mi> <mi>i</mi> <mo>,</mo> <mi>t</mi> </mrow> </msub> <mo>)</mo> </mrow> <mo>=</mo> <munder> <mo>&amp;Sigma;</mo> <mrow> <mi>i</mi> <mo>&amp;Element;</mo> <mi>R</mi> </mrow> </munder> <munder> <mo>&amp;Sigma;</mo> <mrow> <mi>t</mi> <mo>&amp;Element;</mo> <mi>T</mi> </mrow> </munder> <msub> <mi>w</mi> <mi>i</mi> </msub> <msup> <mrow> <mo>(</mo> <msub> <mi>P</mi> <mrow> <mi>G</mi> <mi>i</mi> <mo>,</mo> <mi>t</mi> </mrow> </msub> <mo>-</mo> <msub> <mover> <mi>P</mi> <mo>&amp;OverBar;</mo> </mover> <mrow> <mi>G</mi> <mi>i</mi> </mrow> </msub> <mo>)</mo> </mrow> <mn>2</mn> </msup> <mo>,</mo> </mrow>
    Wherein, t is any time period in T, and T is 96 period collection in a few days, PGi,tRepresent hairs of the provinces and regions i in time period t Electric daily planning, i be R in any provinces and regions, R={ Guangdong Province, Guangxi province, Yunnan Province, Guizhou Province },For the day of provinces and regions i power generations Average output, andwiFor provinces and regions i Generation Right coefficient factors, and wi=1/ (PLimax)2, PLimaxTo save The load prediction maximum a few days ago of area i.
  4. A kind of 4. optimization method of interregional transmission of electricity plan of hair a few days ago according to claim 3, it is characterised in that:It is described true The step for constraints and model parameter of the fixed interregional transmission of electricity planning optimization model of hair a few days ago, specifically include:
    Determine the power-balance constraint of each provinces and regions;
    Determine the power transmission of each provinces and regions with being constrained by electric equilibrium;
    Determine sending by power consumption deviation constraint for each provinces and regions;
    Determine the power generation bound constraint of each provinces and regions;
    Determine the interconnection channel power constraint in province section;
    Determine the power generation ramping rate constraints of each provinces and regions.
  5. A kind of 5. optimization method of interregional transmission of electricity plan of hair a few days ago according to claim 4, it is characterised in that:It is described each The power-balance constraint of provinces and regions is:PGi,t-PTi,t-PLi,t=0,T ∈ T, wherein, PTi,tAnd PLi,tRespectively Being provinces and regions i, sending by electricity plan and predicted load a few days ago, R ' in time period t is the set of receiving end provinces and regions, and S is sending end provinces and regions Set.
  6. A kind of 6. optimization method of interregional transmission of electricity plan of hair a few days ago according to claim 4, it is characterised in that:It is described each The power transmission of provinces and regions by electric equilibrium with being constrained to:Wherein, εjFor loss factor, PTjtThe predicted load a few days ago for being provinces and regions j in time period t, PTitPlanned for provinces and regions i sending in time period t by electricity.
  7. A kind of 7. optimization method of interregional transmission of electricity plan of hair a few days ago according to claim 4, it is characterised in that:It is described each Sending for provinces and regions be by power consumption deviation constraint: Wherein, η is electricity deviation factor, EiNFor provinces and regions Between send by electricity plan electricity, PTitThe predicted load a few days ago for being provinces and regions i in time period t.
  8. A kind of 8. optimization method of interregional transmission of electricity plan of hair a few days ago according to claim 4, it is characterised in that:It is described each The power generation bound of provinces and regions is constrained to:PGimin≤PGi≤PGimax,Wherein, PGiFor the power generation daily planning of provinces and regions i, PGimin And PGimaxRespectively the power generation lower limit of provinces and regions i and the power generation upper limit;
    The interconnection channel power in the province section is constrained to:PTimin≤PTi≤PTimax,Wherein, PTiFor sending for provinces and regions i Planned electricity, P by electricityTimaxAnd PTiminRespectively province section is sent by electric maximum electricity and is sent by electric minimum amount of power;
    The power generation ramping rate constraints of each provinces and regions are:Wherein, PGi(t+1)And PGitRespectively provinces and regions i power generation daily plannings within the period (t+1) and in time period t,WithRespectively provinces and regions i The power generation creep speed upper limit and power generation creep speed lower limit.
  9. A kind of 9. optimization system of the interregional transmission of electricity plan of hair a few days ago, it is characterised in that:Including:
    Object function establishes module, for the load prediction data according to each region, region internal power balance and interregional electricity Plan, to minimize region day power generation serial variance as optimization aim, establishes the interregional transmission of electricity planning optimization model of hair a few days ago Object function;
    Constraints and model parameter determining module, for determining the constraints of the interregional transmission of electricity planning optimization model of hair a few days ago And model parameter, the definite constraints and model parameter include object function weight coefficient, loss factor, electricity deviation system Number, dominant eigenvalues bound, regional generation bound and regional generation climbing rate.
  10. A kind of 10. optimization device of the interregional transmission of electricity plan of hair a few days ago, it is characterised in that:Including:
    Memory, for storing program;
    Processor, sends out defeated a few days ago to perform for loading described program as claim 1-8 any one of them one kind is interregional The optimization method of electricity plan.
CN201710983582.3A 2017-10-20 2017-10-20 Optimization method, system and device for day-ahead power generation and transmission plan among regions Active CN107959285B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710983582.3A CN107959285B (en) 2017-10-20 2017-10-20 Optimization method, system and device for day-ahead power generation and transmission plan among regions

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710983582.3A CN107959285B (en) 2017-10-20 2017-10-20 Optimization method, system and device for day-ahead power generation and transmission plan among regions

Publications (2)

Publication Number Publication Date
CN107959285A true CN107959285A (en) 2018-04-24
CN107959285B CN107959285B (en) 2021-05-04

Family

ID=61963808

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710983582.3A Active CN107959285B (en) 2017-10-20 2017-10-20 Optimization method, system and device for day-ahead power generation and transmission plan among regions

Country Status (1)

Country Link
CN (1) CN107959285B (en)

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110571791A (en) * 2019-07-29 2019-12-13 西南交通大学 Optimal configuration method for power transmission network planning under new energy access
CN111900729A (en) * 2020-07-15 2020-11-06 国电南瑞科技股份有限公司 Method and device for optimizing and adjusting source-grid-load interaction daily plan of regional power grid
CN112186813A (en) * 2020-09-30 2021-01-05 中国南方电网有限责任公司 Method, system and device for dispatching regional power grid of power system and storage medium
CN112488356A (en) * 2020-10-29 2021-03-12 中国南方电网有限责任公司 Regional power grid day-ahead plan coordination optimization method and device suitable for spot market operation
CN112688368A (en) * 2021-01-05 2021-04-20 国网甘肃省电力公司电力科学研究院 Source network coordination peak regulation method for power grid at transmitting end
CN116632808A (en) * 2023-03-08 2023-08-22 南方电网科学研究院有限责任公司 Power scheduling optimization method and device and nonvolatile storage medium

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103942613A (en) * 2014-04-09 2014-07-23 国电南瑞科技股份有限公司 Method for grid and province two-stage real-time generation schedule coordinative optimization under generalized tie line mode
CN104537445A (en) * 2015-01-13 2015-04-22 大连理工大学 Network province two-stage multi-power short-period coordination peak shaving method
US20150310366A1 (en) * 2012-11-09 2015-10-29 Tianjin University Security region based security-constrained economic dispatching method
CN106156870A (en) * 2015-03-20 2016-11-23 国网上海市电力公司 A kind of Real time optimal dispatch method based on electrical network planning strategy a few days ago
CN107221965A (en) * 2017-08-07 2017-09-29 广州供电局有限公司 A kind of plan computational methods a few days ago based on Distributed Design

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150310366A1 (en) * 2012-11-09 2015-10-29 Tianjin University Security region based security-constrained economic dispatching method
CN103942613A (en) * 2014-04-09 2014-07-23 国电南瑞科技股份有限公司 Method for grid and province two-stage real-time generation schedule coordinative optimization under generalized tie line mode
CN104537445A (en) * 2015-01-13 2015-04-22 大连理工大学 Network province two-stage multi-power short-period coordination peak shaving method
CN106156870A (en) * 2015-03-20 2016-11-23 国网上海市电力公司 A kind of Real time optimal dispatch method based on electrical network planning strategy a few days ago
CN107221965A (en) * 2017-08-07 2017-09-29 广州供电局有限公司 A kind of plan computational methods a few days ago based on Distributed Design

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110571791A (en) * 2019-07-29 2019-12-13 西南交通大学 Optimal configuration method for power transmission network planning under new energy access
CN110571791B (en) * 2019-07-29 2022-05-10 西南交通大学 Optimal configuration method for power transmission network planning under new energy access
CN111900729A (en) * 2020-07-15 2020-11-06 国电南瑞科技股份有限公司 Method and device for optimizing and adjusting source-grid-load interaction daily plan of regional power grid
CN111900729B (en) * 2020-07-15 2022-10-11 国电南瑞科技股份有限公司 Method and device for optimizing and adjusting source-grid-load interaction daily plan of regional power grid
CN112186813A (en) * 2020-09-30 2021-01-05 中国南方电网有限责任公司 Method, system and device for dispatching regional power grid of power system and storage medium
CN112488356A (en) * 2020-10-29 2021-03-12 中国南方电网有限责任公司 Regional power grid day-ahead plan coordination optimization method and device suitable for spot market operation
CN112488356B (en) * 2020-10-29 2023-03-10 中国南方电网有限责任公司 Regional power grid day-ahead plan coordination optimization method and device suitable for spot market operation
CN112688368A (en) * 2021-01-05 2021-04-20 国网甘肃省电力公司电力科学研究院 Source network coordination peak regulation method for power grid at transmitting end
CN116632808A (en) * 2023-03-08 2023-08-22 南方电网科学研究院有限责任公司 Power scheduling optimization method and device and nonvolatile storage medium
CN116632808B (en) * 2023-03-08 2024-05-28 南方电网科学研究院有限责任公司 Power scheduling optimization method and device and nonvolatile storage medium

Also Published As

Publication number Publication date
CN107959285B (en) 2021-05-04

Similar Documents

Publication Publication Date Title
CN107959285A (en) A kind of optimization method, system and the device of the interregional transmission of electricity plan of hair a few days ago
Khatod et al. Evolutionary programming based optimal placement of renewable distributed generators
CN107681656B (en) A kind of congestion cost bi-level programming method considering real time execution risk
CN103762620B (en) Based on the new-energy grid-connected Poewr control method predicting adjusting function and security constraint
CN107292766B (en) Wind power consumption-oriented power system peak regulation means economical evaluation method and system
CN104467029B (en) A kind of method of region small power station, wind-powered electricity generation in a few days joint optimal operation
CN112039056A (en) Two-stage optimal scheduling method for new energy
CN107316125A (en) A kind of active distribution network economical operation evaluation method based on economical operation domain
US20220029424A1 (en) Hybrid power plant
Zhang et al. Two-stage robust security constrained unit commitment considering the spatiotemporal correlation of uncertainty prediction error
Zhou et al. A novel multi-objective scheduling model for grid-connected hydro-wind-PV-battery complementary system under extreme weather: A case study of Sichuan, China
CN103997039A (en) Method for predicting rotating standby interval with wind power acceptance considered based on probability interval prediction
CN113937825A (en) DG double-layer optimization configuration method based on E-C-Kmeans clustering and SOP optimization
CN104182804A (en) Prediction output uncertainty considered day-ahead power generation method of small hydropower and large and medium-sized hydropower station coordination
CN106160000A (en) Adjust for a kind of point and save the wind-powered electricity generation additional issue control method adjusting two-stage to coordinate
CN107832542A (en) A kind of Unit Combination Optimization Scheduling based on spatial and temporal scales consumption scene
Li et al. An integrated energy exchange scheduling and pricing strategy for multi-microgrid system
CN105676820A (en) Urban garden layered distributed temperature control load demand response control strategy
US20210391747A1 (en) Dynamic Computation and Control of Distributed Assets at the Edge of a Power Grid
Fedorchuk et al. Using the Concept of Prosumers as a Staff for Balancing at the Power Grid
CN114301089A (en) Energy storage capacity configuration optimization method for wind-solar combined power generation system
CN108683211B (en) Virtual power plant combination optimization method and model considering distributed power supply volatility
CN110311425A (en) Consider that the wind fire of peak regulation ancillary service quotation is deep and adjusts electric power optimal control method
Ma et al. Day‐ahead dispatch strategy for integrated system of wind/photovoltaic/pumped‐storage/gas‐turbine‐power/energy storage based on multi‐frequency scale of PWP
CN115130842A (en) Configuration method and device of wind, light and fire integrated base

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
GR01 Patent grant
GR01 Patent grant