CN111193292A - Site selection and volume fixing method for distributed power supply - Google Patents
Site selection and volume fixing method for distributed power supply Download PDFInfo
- Publication number
- CN111193292A CN111193292A CN201911389259.9A CN201911389259A CN111193292A CN 111193292 A CN111193292 A CN 111193292A CN 201911389259 A CN201911389259 A CN 201911389259A CN 111193292 A CN111193292 A CN 111193292A
- Authority
- CN
- China
- Prior art keywords
- harmonic
- protection
- power supply
- distributed power
- representing
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Images
Classifications
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for ac mains or ac distribution networks
- H02J3/38—Arrangements for parallely feeding a single network by two or more generators, converters or transformers
- H02J3/46—Controlling of the sharing of output between the generators, converters, or transformers
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H7/00—Emergency protective circuit arrangements specially adapted for specific types of electric machines or apparatus or for sectionalised protection of cable or line systems, and effecting automatic switching in the event of an undesired change from normal working conditions
- H02H7/26—Sectionalised protection of cable or line systems, e.g. for disconnecting a section on which a short-circuit, earth fault, or arc discharge has occured
- H02H7/261—Sectionalised protection of cable or line systems, e.g. for disconnecting a section on which a short-circuit, earth fault, or arc discharge has occured involving signal transmission between at least two stations
- H02H7/262—Sectionalised protection of cable or line systems, e.g. for disconnecting a section on which a short-circuit, earth fault, or arc discharge has occured involving signal transmission between at least two stations involving transmissions of switching or blocking orders
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for ac mains or ac distribution networks
- H02J3/01—Arrangements for reducing harmonics or ripples
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E40/00—Technologies for an efficient electrical power generation, transmission or distribution
- Y02E40/40—Arrangements for reducing harmonics
Landscapes
- Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Supply And Distribution Of Alternating Current (AREA)
Abstract
The invention belongs to the technical field of power grid operation safety, and particularly relates to a distributed power supply location and volume fixing method. The invention comprises the following steps: inputting system parameters; initializing optimization algorithm parameters; randomly generating particles representing the installation position and capacity of the distributed power supply, and initializing the initial speed of each particle; forming a basic admittance, and performing load flow calculation by adopting a rapid load flow method; completing harmonic power flow calculation; completing protection coordination calculation; calculating the fitness of each particle, and updating global optimal particles and individual optimal particles; judging whether the iteration number requirement is met; and determining the installation position and the capacity of the distributed power supply according to the global optimal particles. The invention can effectively optimize the electric energy quality of the system after the distributed power supply is accessed, reduce the negative influence of the distributed power supply on the original power distribution network protection configuration and optimize the access capacity of the distributed power supply.
Description
Technical Field
The invention belongs to the technical field of power grid operation safety, and particularly relates to a distributed power supply location and volume fixing method.
Background
When planning the access of the power distribution network to the distributed power supply, the requirements of voltage constraint, line capacity, reliability index and the like need to be considered, the investment requirement and economic and environmental benefits of the distributed power supply are combined, an optimization function is established, and the installation position and the access capacity of the distributed power supply are determined. The distributed power supply is connected into the distribution network, so that the tide distribution is changed, the fault current is drawn or increased, the original protection device cannot be used, and the new setting is needed. Photovoltaic, fan, energy storage etc. are joined in marriage the net through the dc-to-ac converter access, and a large amount of power electronic equipment bring the harmonic problem, cause harmonic distortion, influence some to the higher user production life of electric energy quality requirement. The existing locating and sizing method does not fully consider the problems of harmonic influence and protection coordination, so that the planning scheme cannot meet the requirement of the electric energy quality in a distribution network, normal actions of protection are influenced, and great safety risks are caused.
Disclosure of Invention
The invention provides a distributed power supply location and volume fixing method aiming at the problems in the prior art, and aims to comprehensively consider the harmonic influence and the protection setting after the distributed power supply is accessed, formulate a corresponding punishment factor as an example adaptive value and optimize the access position and the access capacity of the distributed power supply.
Based on the above purpose, the invention is realized by the following technical scheme:
a distributed power supply site selection and volume fixing method comprises the following steps:
step 1: inputting system parameters;
step 2: initializing optimization algorithm parameters;
and step 3: randomly generating particles representing the installation position and capacity of the distributed power supply, and initializing the initial speed of each particle;
and 4, step 4: forming a basic admittance, and performing load flow calculation by adopting a rapid load flow method;
and 5: completing harmonic power flow calculation;
step 6: completing protection coordination calculation;
and 7: calculating the fitness of each particle, and updating global optimal particles and individual optimal particles;
and 8: judging whether the iteration number requirement is met; if yes, entering step 9; if not, entering the step 4 until the requirements are met;
and step 9: and determining the installation position and the capacity of the distributed power supply according to the global optimal particles.
Further, the parameters in step 1 include: bus data, branch data and distributed generator installable positions, distributed generator harmonics.
Further, the parameters in step 2 include a cognitive coefficient, a social coefficient, a maximum and minimum inertial weight, and a maximum iteration number, and the iteration number k is set to 1.
The method for completing the harmonic power flow calculation comprises the following steps:
(1) reading a load flow calculation result, system data, the type, the position and the capacity of the distributed power supply;
(2) h-order impedance of load, line, synchronous motor and capacitor is calculated to construct harmonic impedance matrix Yh;
(3) Calculating harmonic injection current of distributed voltage power supply and constructing harmonic current matrix Ih;
(4) Calculating a harmonic voltage matrix according to the harmonic impedance matrix and the harmonic current matrix;
(5) completing the calculation of all H-th harmonic voltages;
(6) and calculating a harmonic voltage distortion penalty factor and a harmonic voltage mean penalty factor.
The h-order impedance of the load, the line, the synchronous motor and the capacitor is calculated to construct a harmonic impedance matrix YhThe method comprises the following steps:
in the above formula: pd,iRepresenting the active load demand, Q, of bus id,iRepresenting the reactive load demand of the bus i;representing the voltage fundamental wave amplitude of the bus i;representing the impedance of the load on the bus i under the h harmonic;represents the fundamental impedance of the capacitor on the bus i;represents the h harmonic impedance;representing the h harmonic impedance, R, of the branchi,i+1And Xi,i+1J has no specific meaning for branch fundamental wave resistance and reactance, and represents imaginary part of imaginary number, and h represents harmonic frequency.
Calculating harmonic injection current of the distributed voltage power supply and constructing a harmonic current matrix IhThe method comprises the following steps:
in the above formula:represents the h harmonic current; c (h) represents the h harmonic current proportion; pdg,iAnd Qdg,iThe active and reactive outputs of the bus I-out distributed power supply are represented;representing the magnitude of the fundamental voltage wave on bus i.
The harmonic voltage matrix is calculated according to the harmonic impedance matrix and the harmonic current matrix, and the following formula is shown:
Vh=YhIh;
wherein: y ishRepresenting the h-harmonic impedance matrix, IhRepresenting the h harmonic current matrix.
The harmonic voltage distortion penalty factor B and the harmonic voltage mean penalty factor A are calculated as follows:
in the above formula: v. ofmaxRepresents a voltage maximum; THDmaxRepresents the maximum value of harmonic voltage distortion; v. ofi hRepresenting i-node h-harmonic voltage, vi 1Represents the i-node fundamental voltage; h represents the harmonic highest order, and B represents the harmonic voltage distortion penalty factor.
The completing the protection coordination calculation comprises:
(1) reading a power flow result, system data, the type, the position and the capacity of the distributed power supply;
(2) forming a bus impedance matrix Zbus;
(3) calculating three-phase short-circuit current flowing through protection;
(4) initializing a setting coefficient and a starting current of each protection, and calculating protection action time;
(5) optimizing a protection setting coefficient and a starting current by using a gradient descent method, and minimizing main protection and backup protection;
(6) outputting all protection and fault positions and outputting fault action time and TDS;
(7) and calculating a protection penalty factor.
Initializing a setting coefficient and a starting current of each protection, and calculating protection action time as follows:
in the above formula: t is ti,jTo protect the action time; i isp,iStarting current for protecting i; i issc,ijShort circuit current leading to protection i for fault j; TDSiRepresenting a setting coefficient; a and b are constants;
the method optimizes the protection setting coefficient and the starting current by using a gradient descent method, and minimizes main protection and backup protection as follows:
in the above formula: t is tp i,j、tb i,jRespectively representing the action time of main protection and backup protection, and N representing the protection number; m represents the number of failures, tb i,jIndicating the time of operation of the backup protection, tp i,jIndicating the time of action of the main protection, tmax i,jDenotes the maximum protection action time, Imin p,iRepresents the minimum limit of the starting current of the protection I, Imax p,iIndicating the maximum limit of the starting current, TDS, of protection iminIndicating the minimum limit of the setting coefficient, TDSiIndicating setting coefficient, TDSmaxRepresenting the maximum limit value of the setting coefficient;
the protection penalty factor is calculated as follows;
C=(tp i,j+tb i,j)-CTL
in the above formula: CTL denotes the guard interval, tp i,jIndicating the time of action of the main protection, tb i,jIndicating the time of the backup protection action.
The invention has the following advantages and beneficial effects:
the method considers the harmonic influence after the distributed power supply is accessed, and adopts harmonic voltage distortion and a harmonic voltage mean value as penalty factors, so that the electric energy quality of a system after the distributed power supply is accessed can be effectively optimized.
According to the method, the protection setting coefficient and the starting current are optimized by adopting a gradient descent method, and the main protection starting current, the backup protection starting current and the protection interval form a protection penalty factor, so that the negative influence of a distributed power supply on the original power distribution network protection configuration can be reduced, and the access capacity of the distributed power supply is optimized.
Drawings
The invention will be described in further detail with reference to the drawings and specific embodiments for facilitating understanding and practicing of the invention by those of ordinary skill in the art, but it should be understood that the scope of the invention is not limited by the specific embodiments.
FIG. 1 is a schematic flow diagram of the process of the present invention.
Detailed Description
The technical solution in the embodiment of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiment of the present invention. It is to be understood that the described embodiments are merely exemplary of the invention, and not restrictive of the full scope of the invention. Other embodiments, which can be derived by one of ordinary skill in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
As shown in FIG. 1, FIG. 1 is a schematic flow chart of the method of the present invention. The invention relates to a distributed power supply site selection and volume fixing method, which comprises the following steps:
step 1: inputting system parameters, the parameters including: bus data, branch data and the mountable position of the distributed power supply, and harmonic waves of the distributed power supply;
step 2: initializing optimization algorithm parameters, wherein the parameters comprise a cognitive coefficient, a social coefficient, a maximum and minimum inertia weight value and a maximum iteration number, and setting the iteration number k to be 1;
and step 3: randomly generating particles representing the installation position and capacity of the distributed power supply, and initializing the initial speed of each particle;
and 4, step 4: forming a basic admittance, and performing load flow calculation by adopting a rapid load flow method;
and 5: completing harmonic power flow calculation;
5.1, reading a load flow calculation result, system data, the type, the position and the capacity of the distributed power supply;
5.2 calculating h-order impedance of load, line, synchronous motor and capacitor to construct harmonic impedance matrix Yh;
In the above formula: pd,iRepresenting the active load demand, Q, of bus id,iRepresenting the reactive load demand of the bus i;representing the voltage fundamental wave amplitude of the bus i;representing the impedance of the load on the bus i under the h harmonic;represents the fundamental impedance of the capacitor on the bus i;represents the h harmonic impedance;representing the h harmonic impedance, R, of the branchi,i+1And Xi,i+1J has no specific meaning for branch fundamental wave resistance and reactance, and represents imaginary part of imaginary number, and h represents harmonic frequency.
5.3 calculating harmonic injection current of the distributed voltage power supply and constructing a harmonic current matrix Ih;
In the above formula:represents the h harmonic current; c (h) represents the h harmonic current proportion; pdg,iAnd Qdg,iThe active and reactive outputs of the bus I-out distributed power supply are represented;representing the voltage fundamental wave amplitude of the bus i;
5.4 calculating a harmonic voltage matrix V from the harmonic impedance matrix and the harmonic current matrixh=YhIh;
Wherein: y ishRepresenting the h-harmonic impedance matrix, IhRepresenting an h-harmonic current matrix;
5.5, completing the calculation of all H-th harmonic voltages;
5.6 calculating a harmonic voltage distortion penalty factor B and a harmonic voltage mean penalty factor A;
in the above formula: v. ofmaxRepresents a voltage maximum; THDmaxRepresents the maximum value of harmonic voltage distortion; v. ofi hRepresenting i-node h-harmonic voltage, vi 1Represents the i-node fundamental voltage; h represents the harmonic highest order, and B represents the harmonic voltage distortion penalty factor.
Step 6: completing protection coordination calculation;
6.1 reading a power flow result, system data, the type, the position and the capacity of the distributed power supply;
6.2, forming a bus impedance matrix Zbus;
6.3 calculating the three-phase short-circuit current flowing through the protection;
6.4 initializing the setting coefficient and the starting current of each protection, and calculating the protection action time.
In the above formula: t is ti,jTo protect the action time; i isp,iStarting current for protecting i; i issc,ijShort circuit current leading to protection i for fault j; TDSiTo representSetting a coefficient; a and b are constants;
6.5 optimizing the protection setting coefficient and the starting current by using a gradient descent method, and minimizing main protection and backup protection;
in the above formula: t is tp i,j、tb i,jRespectively representing the action time of main protection and backup protection, and N representing the protection number; m represents the number of failures, tb i,jIndicating the time of operation of the backup protection, tp i,jIndicating the time of action of the main protection, tmax i,jDenotes the maximum protection action time, Imin p,iRepresents the minimum limit of the starting current of the protection I, Imax p,iIndicating the maximum limit of the starting current, TDS, of protection iminIndicating the minimum limit of the setting coefficient, TDSiIndicating setting coefficient, TDSmaxAnd representing the maximum limit value of the setting coefficient.
6.6 outputting all protection and fault positions to output fault action time and TDS;
6.7 calculating a protection penalty factor C;
C=(tp i,j+tb i,j)-CTL
in the above formula: CTL denotes the guard interval, tp i,jIndicating the time of action of the main protection, tb i,jIndicating the time of the backup protection action.
And 7: calculating the fitness of each particle, and updating global optimal particles and individual optimal particles;
and 8: judging whether the iteration number requirement is met; if yes, entering step 9; if not, entering the step 4 until the requirements are met;
and step 9: and determining the installation position and the capacity of the distributed power supply according to the global optimal particles.
Those of ordinary skill in the art will understand that: the discussion of any embodiment above is meant to be exemplary only, and is not intended to intimate that the scope of the disclosure, including the claims, is limited to these examples; within the idea of the invention, also features in the above embodiments or in different embodiments may be combined, steps may be implemented in any order, and there are many other variations of the different aspects of the invention as described above, which are not provided in detail for the sake of brevity.
The embodiments of the invention are intended to embrace all such alternatives, modifications and variances that fall within the broad scope of the appended claims. Therefore, any omissions, modifications, substitutions, improvements and the like that may be made without departing from the spirit and principles of the invention are intended to be included within the scope of the invention.
Claims (10)
1. A distributed power supply site selection and volume fixing method is characterized by comprising the following steps: the method comprises the following steps:
step 1: inputting system parameters;
step 2: initializing optimization algorithm parameters;
and step 3: randomly generating particles representing the installation position and capacity of the distributed power supply, and initializing the initial speed of each particle;
and 4, step 4: forming a basic admittance, and performing load flow calculation by adopting a rapid load flow method;
and 5: completing harmonic power flow calculation;
step 6: completing protection coordination calculation;
and 7: calculating the fitness of each particle, and updating global optimal particles and individual optimal particles;
and 8: judging whether the iteration number requirement is met; if yes, entering step 9; if not, entering the step 4 until the requirements are met;
and step 9: and determining the installation position and the capacity of the distributed power supply according to the global optimal particles.
2. The distributed power supply siting and sizing method according to claim 1, wherein: the parameters in step 1 include: bus data, branch data and distributed generator installable positions, distributed generator harmonics.
3. The distributed power supply siting and sizing method according to claim 1, wherein: in the step 2, the parameters comprise a cognitive coefficient, a social coefficient, a maximum and minimum inertia weight value and a maximum iteration number, and the iteration number k is set to be 1.
4. The distributed power supply siting and sizing method according to claim 1, wherein: the method for completing the harmonic power flow calculation comprises the following steps:
(1) reading a load flow calculation result, system data, the type, the position and the capacity of the distributed power supply;
(2) h-order impedance of load, line, synchronous motor and capacitor is calculated to construct harmonic impedance matrix Yh;
(3) Calculating harmonic injection current of distributed voltage power supply and constructing harmonic current matrix Ih;
(4) Calculating a harmonic voltage matrix according to the harmonic impedance matrix and the harmonic current matrix;
(5) completing the calculation of all H-th harmonic voltages;
(6) and calculating a harmonic voltage distortion penalty factor and a harmonic voltage mean penalty factor.
5. The distributed power supply siting and sizing method according to claim 4, wherein: the h-order impedance of the load, the line, the synchronous motor and the capacitor is calculated to construct a harmonic impedance matrix YhThe method comprises the following steps:
in the above formula: pd,iRepresenting the active load demand, Q, of bus id,iRepresenting the reactive load demand of the bus i;representing the voltage fundamental wave amplitude of the bus i;representing the impedance of the load on the bus i under the h harmonic;represents the fundamental impedance of the capacitor on the bus i;represents the h harmonic impedance;representing the h harmonic impedance, R, of the branchi,i+1And Xi,i+1J has no specific meaning for branch fundamental wave resistance and reactance, and represents imaginary part of imaginary number, and h represents harmonic frequency.
6. The distributed power supply siting and sizing method according to claim 4, wherein: calculating harmonic injection current of the distributed voltage power supply and constructing a harmonic current matrix IhThe method comprises the following steps:
7. The distributed power supply siting and sizing method according to claim 4, wherein: the harmonic voltage matrix is calculated according to the harmonic impedance matrix and the harmonic current matrix, and the following formula is shown:
Vh=YhIh;
wherein: y ishRepresenting the h-harmonic impedance matrix, IhRepresenting the h harmonic current matrix.
8. The distributed power supply siting and sizing method according to claim 4, wherein: the harmonic voltage distortion penalty factor B and the harmonic voltage mean penalty factor A are calculated as follows:
in the above formula: v. ofmaxRepresents a voltage maximum; THDmaxRepresents the maximum value of harmonic voltage distortion; v. ofi hRepresenting i-node h-harmonic voltage, vi 1Represents the i-node fundamental voltage; h represents the harmonic highest order, and B represents the harmonic voltage distortion penalty factor.
9. The distributed power supply siting and sizing method according to claim 1, wherein: the completing the protection coordination calculation comprises:
(1) reading a power flow result, system data, the type, the position and the capacity of the distributed power supply;
(2) forming a bus impedance matrix Zbus;
(3) calculating three-phase short-circuit current flowing through protection;
(4) initializing a setting coefficient and a starting current of each protection, and calculating protection action time;
(5) optimizing a protection setting coefficient and a starting current by using a gradient descent method, and minimizing main protection and backup protection;
(6) outputting all protection and fault positions and outputting fault action time and TDS;
(7) and calculating a protection penalty factor.
10. The distributed power supply siting and sizing method according to claim 1, wherein: initializing a setting coefficient and a starting current of each protection, and calculating protection action time as follows:
in the above formula: t is ti,jTo protect the action time; i isp,iStarting current for protecting i; i issc,ijShort circuit current leading to protection i for fault j; TDSiRepresenting a setting coefficient; a and b are constants;
the method optimizes the protection setting coefficient and the starting current by using a gradient descent method, and minimizes main protection and backup protection as follows:
in the above formula: t is tp i,j、tb i,jRespectively representing the action time of main protection and backup protection, and N representing the protection number; m represents the number of failures, tb i,jIndicating the time of operation of the backup protection, tp i,jIndicating main protectionTime of action, tmax i,jDenotes the maximum protection action time, Imin p,iRepresents the minimum limit of the starting current of the protection I, Imax p,iIndicating the maximum limit of the starting current, TDS, of protection iminIndicating the minimum limit of the setting coefficient, TDSiIndicating setting coefficient, TDSmaxRepresenting the maximum limit value of the setting coefficient;
the protection penalty factor is calculated as follows;
C=(tp i,j+tb i,j)-CTL
in the above formula: CTL denotes the guard interval, tp i,jIndicating the time of action of the main protection, tb i,jIndicating the time of the backup protection action.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201911389259.9A CN111193292B (en) | 2019-12-30 | 2019-12-30 | Site selection and volume fixing method for distributed power supply |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201911389259.9A CN111193292B (en) | 2019-12-30 | 2019-12-30 | Site selection and volume fixing method for distributed power supply |
Publications (2)
Publication Number | Publication Date |
---|---|
CN111193292A true CN111193292A (en) | 2020-05-22 |
CN111193292B CN111193292B (en) | 2023-03-24 |
Family
ID=70709571
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201911389259.9A Active CN111193292B (en) | 2019-12-30 | 2019-12-30 | Site selection and volume fixing method for distributed power supply |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN111193292B (en) |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104659816A (en) * | 2015-03-13 | 2015-05-27 | 贵州电力试验研究院 | Improved particle swarm algorithm-based optimized configuration method of distributed electrical connection power distribution system |
JP2015219189A (en) * | 2014-05-20 | 2015-12-07 | 一般財団法人電力中央研究所 | Harmonic wave estimation device, harmonic wave estimation method and harmonic wave estimation program |
CN105552965A (en) * | 2016-02-18 | 2016-05-04 | 中国电力科学研究院 | Chance constraint planning based optimal configuration method of distributed energy source |
CN105809265A (en) * | 2014-12-29 | 2016-07-27 | 国家电网公司 | Capacity configuration method of power distribution network flexible interconnection device comprising distributed renewable energy sources |
-
2019
- 2019-12-30 CN CN201911389259.9A patent/CN111193292B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2015219189A (en) * | 2014-05-20 | 2015-12-07 | 一般財団法人電力中央研究所 | Harmonic wave estimation device, harmonic wave estimation method and harmonic wave estimation program |
CN105809265A (en) * | 2014-12-29 | 2016-07-27 | 国家电网公司 | Capacity configuration method of power distribution network flexible interconnection device comprising distributed renewable energy sources |
CN104659816A (en) * | 2015-03-13 | 2015-05-27 | 贵州电力试验研究院 | Improved particle swarm algorithm-based optimized configuration method of distributed electrical connection power distribution system |
CN105552965A (en) * | 2016-02-18 | 2016-05-04 | 中国电力科学研究院 | Chance constraint planning based optimal configuration method of distributed energy source |
Also Published As
Publication number | Publication date |
---|---|
CN111193292B (en) | 2023-03-24 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Aleem et al. | Optimal resonance-free third-order high-pass filters based on minimization of the total cost of the filters using Crow Search Algorithm | |
Belal et al. | Adaptive droop control for balancing SOC of distributed batteries in DC microgrids | |
Amaris et al. | Reactive power management of power networks with wind generation | |
Peng et al. | Coordinated control strategy of PMSG and cascaded H-bridge STATCOM in dispersed wind farm for suppressing unbalanced grid voltage | |
CN103020853A (en) | Method for checking short-term trade plan safety | |
CN111786376B (en) | Control method, device, terminal and storage medium of direct-current micro-grid | |
Ramos et al. | Placement and sizing of utility-size battery energy storage systems to improve the stability of weak grids | |
Ahmed et al. | An approach of incorporating harmonic mitigation units in an industrial distribution network with renewable penetration | |
Daud et al. | An optimal control strategy for DC bus voltage regulation in photovoltaic system with battery energy storage | |
Song et al. | Security-constrained line loss minimization in distribution systems with high penetration of renewable energy using UPFC | |
Çelik et al. | Multi‐objective control scheme for operation of parallel inverter‐based microgrids during asymmetrical grid faults | |
CN112132363A (en) | Energy storage site selection and volume fixing method for enhancing system operation robustness | |
Martínez‐Turégano et al. | Small‐signal stability and fault performance of mixed grid forming and grid following offshore wind power plants connected to a HVDC‐diode rectifier | |
Saleh et al. | Evaluating the performance of digital modular protection for grid-connected permanent-magnet-generator-based wind energy conversion systems with battery storage systems | |
Adeosun et al. | Effect of inverter-interfaced distributed generation on negative sequence directional element using typhoon real-time hardware in the loop (hil) | |
CN102231526B (en) | Method for suppressing low-frequency oscillation of voltage of power distribution network | |
Mustafa et al. | Optimal capacitor placement and economic analysis for reactive power compensation to improve system's efficiency at Bosowa Cement Industry, Maros | |
CN111193292B (en) | Site selection and volume fixing method for distributed power supply | |
Wicaksana et al. | Optimal placement and sizing of PV as DG for losses minimization using PSO algorithm: A case in Purworejo area | |
CN107069748A (en) | Using the dynamic electric voltage recovery device compensation control system and method for minimum current injection method | |
Bagheri et al. | Designing a passive filter for reducing harmonic distortion in the hybrid micro-grid including wind turbine, solar cell and nonlinear load | |
Abbas et al. | Assessment and enhancement of uncertain renewable energy hosting capacity with/out voltage control devices in distribution grids | |
Ellamsy et al. | Multi-objective particle swarm optimization for harmonic-constrained hosting capacity maximization and power loss minimization in distorted distribution systems | |
Ismeil et al. | Improved inverter control techniques in terms of hosting capacity for solar photovoltaic energy with battery energy storage system | |
Ahmed et al. | Impact of Integrating Battery Energy Storage System on Harmonic Distortion in an Industrial Microgrid |
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 |