CN109842114B - Alternating current-direct current hybrid-based power distribution network and main network exchange power flexibility range solving method - Google Patents
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Abstract
The invention discloses a method for solving the flexibility range of power exchange between a power distribution network and a main network based on alternating current and direct current mixing. The method comprises the following steps: establishing an objective function of the exchange power between the AC/DC hybrid power distribution network and the main network; determining constraint conditions of operation of the alternating-current and direct-current hybrid power distribution network, and constructing a power exchange solving model of the alternating-current and direct-current hybrid power distribution network and a main network; introducing an intermediate variable, performing second-order cone relaxation on the alternating current and direct current hybrid power distribution network and main network exchange power solving model, and converting the second-order cone relaxation model into a hybrid integer second-order cone planning model; and obtaining the operation parameters of the power distribution network, solving an objective function, and obtaining the flexibility range of the exchange power between the AC/DC hybrid power distribution network and the main network. The method and the device solve the flexibility range of the exchange power between the power distribution network and the main network in which alternating current and direct current are mixed under different operation states from the aspect of flexibility, and can provide reference for operation scheduling personnel of the main network and the power distribution network.
Description
Technical Field
The invention belongs to the field of power distribution of power systems, and particularly relates to a method for solving the flexibility range of power exchange between a power distribution network and a main network based on alternating current and direct current mixing.
Background
The large-scale access of distributed power supplies in the power distribution network is faced, the intermittent and random characteristics increase the uncertainty of network operation, great influence is generated on the supply and demand balance mechanism of the power distribution network, and sufficient flexibility is the basic requirement for ensuring the safe and reliable operation of the power distribution network. The power distribution network has the functions of receiving power from the main network side and distributing the power to each user through a power distribution facility, and the core of the operation of the power distribution network is the maintenance of the supply and demand balance. In the aspect of research on the exchange power between a power distribution network and a main network, currently, the minimum power supply cost is realized and the reliability of power supply is ensured mainly from the aspects of economy and reliability, but the consideration on flexibility is less, so that the exchange power flexibility range between the power distribution network and the main network needs to be solved, and reference is provided for operation scheduling between the power distribution network and the main network.
The direct-current power distribution network has the advantages of large power supply capacity, strong controllability, high power supply reliability, capability of running in a ring network, more flexible running mode, capability of performing flexible power control, contribution to the access of distributed power supplies, and capability of building an alternating-current and direct-current hybrid power distribution network on the basis of an alternating-current power distribution network, which is the development direction of the future power distribution network. Therefore, compared with the flexibility range of the exchange power among the alternating current and direct current power distribution network, the alternating current power distribution network and the main network, the advantage of the alternating current and direct current hybrid power distribution network in the aspect of operation flexibility compared with the traditional alternating current power distribution network can be proved.
Disclosure of Invention
In order to solve the technical problems in the background art, the invention provides a method for solving the flexibility range of the exchange power between an alternating current and direct current hybrid power distribution network and a main network, and the flexibility evaluation of the alternating current and direct current hybrid power distribution network is realized.
In order to achieve the technical purpose, the technical scheme of the invention is as follows:
the method for solving the flexibility range of the exchange power between the power distribution network and the main network based on the alternating current and direct current mixing comprises the following steps:
(1) establishing an objective function of the exchange power between the AC/DC hybrid power distribution network and the main network;
(2) determining constraint conditions of operation of the alternating-current and direct-current hybrid power distribution network, and constructing a power exchange solving model of the alternating-current and direct-current hybrid power distribution network and a main network;
(3) introducing an intermediate variable, performing second-order cone relaxation on the alternating current and direct current hybrid power distribution network and main network exchange power solving model, and converting the second-order cone relaxation model into a hybrid integer second-order cone planning model;
(4) and obtaining the operation parameters of the power distribution network, solving an objective function, and obtaining the flexibility range of the exchange power between the AC/DC hybrid power distribution network and the main network.
Further, in step (1), the objective function is as follows:
in the above formula, subscript i represents the ith node, ij represents the line with nodes at two ends i and j, respectively, and ΩSubRepresenting a set of substation nodes, ΩLRepresenting a collection of lines, Psub,iRepresenting the active power of the substation injection node i, rij、IijRespectively representing the resistance and current, phi, of line ij1、φ2Representing the weight coefficients.
Further, in step (2), the constraint condition includes a power flow constraint of the ac distribution network:
in the above formula, the first and second carbon atoms are,a set of alternating current nodes is represented,denotes a set of AC lines, f (i) denotes a set of head end nodes of a line ending at a node i, b (i) denotes a set of tail end nodes of a line ending at a node i, Pik、QikRespectively representing the active and reactive powers, P, of the line ik flowing from node i to node k at node iIn,i、QIn,iRespectively representing the injected active and reactive power, P, of node iDG,i、PSub,iRespectively representing active power Q of a distributed power supply and an injection node i of a transformerDG,i、QSub,iRespectively representing reactive power P of distributed power supply and transformer injection node iL,i、QL,iRespectively representing the active and reactive load power, r, of node iijAnd xijRespectively representing the resistance and reactance, V, of the line ijiRepresenting the voltage of node I, IijRepresenting the current, y, of line ijijRepresents the running state of the line ij and is a variable from 0 to 1, and the line runsWhen the line is in a state of 1, when the circuit is disconnected, y is in a state of 0, and M represents a positive number which is not less than 0.5 times the square of the corresponding voltage level of the line.
Further, in step (2), the constraint condition comprises a radial running constraint:
in the above formula, the first and second carbon atoms are,which indicates the number of ac lines,which represents the number of nodes of the substation,which represents the number of the ac nodes,/ΩSuba collection of ac load nodes is represented,representing virtual work of substation iThe ratio of the total weight of the particles,represents the virtual power of the load node i,representing the virtual power of line ij.
Further, in step (2), the constraint condition includes a distributed power supply constraint:
in the above formula, omegaDGRepresenting a collection of distributed power nodes, PDG,i、QDG,iRespectively representing the active power and the reactive power of the distributed power supply of the node i,represents the maximum output power of the distributed power supply,represents the minimum power factor, α, of the distributed power supplyiRepresenting the distributed power output level of node i.
Further, in step (2), the constraint condition includes an upper and lower limit constraint:
in the above formula, omegaN、ΩLRespectively represent a collection of nodes and lines,respectively representing the minimum and maximum values of the voltage at node i,representing the maximum value of current allowed to pass through line ij.
Further, in the step (2), the constraint condition includes a power flow constraint of the dc distribution network:
in the above formula, the first and second carbon atoms are,a set of direct current nodes is represented,representing a collection of dc lines.
Further, in step (2), the constraints include voltage source converter constraints:
in the above formula, omegaVSCRepresenting a set of voltage source converter nodes,representing a set of lines with a head end being an ac node and a tail end node being a dc node,which represents the alternating voltage at the node i,representing the dc voltage converted by the voltage source converter at node i,representing the active power flowing on the ac side on line ij,the active power of a line ij flowing on a direct current side is represented, lambda represents a voltage modulation coefficient of the voltage source converter, K represents a voltage modulation ratio of the voltage source converter, eta represents the power conversion efficiency of the voltage source converter, and P representsVSC,i、QVSC,i、SVSC,iRespectively representing the active, reactive and apparent power flowing through the voltage source converter at node i,representing the capacity of the voltage source converter,representing the minimum value of the voltage source converter power factor.
Further, the specific process of step (3) is as follows:
(301) new variables are defined:
in the above formula, the first and second carbon atoms are,which represents the square of the voltage at node i,represents the square of the line ij current;
substituting the new variable into the constraint condition determined in the step (2);
(302) equations (6), (18) and (21) are relaxed and rewritten into a second-order cone form:
the formula (25), the formula (27) and the formula (29) are relaxation forms of the formula (6), the formula (18) and the formula (21) in sequence, and the formula (26), the formula (28) and the formula (30) are corresponding second order taper forms in sequence;
(303) introduction of intermediate variable ζ+And ζ-:
Therein, ζ+Representing the sum, ζ, of line current and line head end voltage-Representing the difference between the line current and the line head voltage;
obtaining a voltage and current second-order cone constraint of the line:
further, in the step (4), programming is performed on the MATLAB platform, and a CPLEX commercial solver is called by using a Yalmip toolkit to respectively solve the maximum value and the minimum value of the exchange power between the AC/DC hybrid power distribution network and the main network, so that the exchange power flexibility range is obtained.
Adopt the beneficial effect that above-mentioned technical scheme brought:
(1) the invention is based on the flexibility, calculates the flexibility range of the exchange power of the alternating current-direct current hybrid power distribution network and the main network in different operation states, and can provide reference for operation scheduling personnel of the main network and the power distribution network.
(2) According to the method, the non-convex non-linear model is converted into the mixed integer second-order cone scale model by adopting second-order cone relaxation, so that the model can be effectively simplified, and efficient and rapid solution is realized.
Drawings
FIG. 1 is a flow chart of a method of the present invention;
FIG. 2 is a schematic diagram of the range of flexibility in exchanging power between a distribution network and a main network provided by the present invention;
fig. 3 is a schematic diagram of an improved 94-node ac/dc distribution network example system for example verification provided by the present invention.
Detailed Description
The technical scheme of the invention is explained in detail in the following with the accompanying drawings.
The method for solving the flexibility range of the power exchanged between the power distribution network and the main network based on the alternating current and direct current mixing comprises the following steps as shown in fig. 1:
step 2, determining constraint conditions of the operation of the alternating current-direct current hybrid power distribution network, and constructing a power exchange solving model of the alternating current-direct current hybrid power distribution network and a main network;
step 3, introducing an intermediate variable, performing second-order cone relaxation on the alternating current-direct current hybrid power distribution network and main network exchange power solving model, and converting the second-order cone relaxation model into a hybrid integer second-order cone planning model;
and 4, obtaining the operation parameters of the power distribution network, solving an objective function, and obtaining the flexibility range of the exchange power between the alternating current-direct current hybrid power distribution network and the main network.
In this embodiment, the objective function in step 1 is as follows:
the schematic diagram of power exchange between the power distribution network and the main network is shown in fig. 2, the power distribution network receives electric energy from the main network at the substation side and distributes the electric energy to subordinate users, and due to the flexibility of the operation mode of the power distribution network, the feasible power exchange between different substations and the main network in the power distribution network is within a certain range. In order to calculate the flexible exchange power range between the alternating current and direct current hybrid power distribution network and the main network, the maximum value and the minimum value of the feasible exchange power between the alternating current and direct current hybrid power distribution network and the main network are solved:
wherein, subscript i represents ith node, ij represents lines with nodes at two ends being i and j respectively, and ΩSubRepresenting a set of substation nodes, ΩLRepresenting a collection of lines, Psub,iRepresenting the active power of the substation injection node i, rij、IijRespectively representing the resistance and current, phi, of line ij1、φ2The weight coefficient is expressed and needs to be reasonably set to ensure the accuracy of the second-order cone relaxation.
In this embodiment, the constraint conditions in step 2 include a power flow constraint (node power balance constraint, line voltage drop constraint, line power constraint) of the ac distribution network:
wherein the content of the first and second substances,a set of alternating current nodes is represented,denotes a set of AC lines, f (i) denotes a set of head end nodes of a line ending at a node i, b (i) denotes a set of tail end nodes of a line ending at a node i, Pik、QikRespectively representing the active and reactive powers, P, of the line ik flowing from node i to node k at node iIn,i、QIn,iRespectively representing the injected active and reactive power, P, of node iDG,i、PSub,i(QDG,i、QSub,i) Respectively representing active (reactive) power, P, of a distributed power supply and a transformer injection node iL,i、QL,iRespectively representing the active and reactive load power, r, of node iijAnd xijRespectively representing the resistance and reactance, V, of the line ijiRepresenting the voltage of node I, IijRepresenting the current, y, of line ijijThe operation state of the line ij is represented as a variable 0-1, y is equal to 1 when the line is operated, y is equal to 0 when the circuit is disconnected, and M represents a large positive number which is not less than 0.5 times of the square of the corresponding voltage level of the line.
Radial running constraint:
wherein the content of the first and second substances,which indicates the number of ac lines,which represents the number of nodes of the substation,which represents the number of the ac nodes,/ΩSubrepresenting a collection of ac load nodes.Representing the virtual power of the substation i,represents the virtual power of the load node i,representing the virtual power of line ij.
Distributed power (DG) constraints:
wherein omegaDGRepresenting a collection of distributed power nodes, PDG,i、QDG,iRespectively representing the DG active and reactive power of node i,represents the maximum of DGThe output power of the power amplifier is high,representing the minimum power factor, α, of DGiRepresenting the DG output level at node i.
And (4) upper and lower limit constraint:
wherein omegaN、ΩLRespectively represent a collection of nodes and lines,respectively representing the minimum and maximum values of the voltage at node i,representing the maximum value of current allowed to pass through line ij.
Power flow constraint (node power balance constraint, line voltage drop constraint and line power constraint) of the direct-current power distribution network:
wherein the content of the first and second substances,representing a set of DC nodes,Representing a collection of dc lines.
Voltage Source Converter (VSC) constraints:
wherein omegaVSCRepresenting a set of voltage source converter nodes,representing a set of lines with a head end being an ac node and a tail end node being a dc node,which represents the alternating voltage at the node i,represents the dc voltage of the node i after VSC conversion,representing the active power flowing on the ac side on line ij,the active power of a line ij flowing on a direct current side is shown, lambda represents a voltage modulation coefficient of the VSC, K represents a voltage modulation ratio of the VSC, eta represents the power conversion efficiency of the VSC, and PVSC,i、QVSC,i、SVSC,iRespectively representing the active, reactive and apparent power flowing through the VSC of node i,which is indicative of the VSC capacity,representing the minimum value of the VSC power factor.
It is emphasized that the objective functions and constraints referred to above are a preferred embodiment of the present invention. In the present invention, the selection of the objective function and the constraint condition is not limited to the above form.
In this embodiment, in step 3, a second-order cone relaxation technique is adopted to relax a non-convex nonlinear constraint condition in a model, and the model is converted into a mixed integer second-order cone programming model, which specifically includes:
step 3.1: the new variables are defined as follows:
wherein the content of the first and second substances,which represents the square of the voltage at node i,representing the square of the line ij current.
And modifying the corresponding variable in the original constraint condition into a new variable.
Step 3.2: the equations (6), (18) and (21) are relaxed and rewritten in the form of a second order cone:
step 3.3: introduction of intermediate variable ζ+And ζ-:
Therein, ζ+Representing the sum, ζ, of line current and line head end voltage-Representing the difference between the line current and the line head end voltage. Obtaining a voltage and current second-order cone constraint of the line:
in this embodiment, the specific flow of step 4 is as follows: the method comprises the steps of obtaining operating parameters of the alternating current-direct current hybrid power distribution network, programming on an MATLAB platform, calling a CPLEX commercial solver by using a Yalmip toolkit to respectively solve the maximum value and the minimum value of the alternating current-direct current power distribution network and the main network exchange power, and obtaining the exchange power flexibility range.
In this embodiment, a simulation solution is performed on an improved 94-node ac/dc hybrid distribution Network example, and related parameters of the original ac distribution Network example may refer to data disclosed in Network configuration of distribution systems using improved-integrated hybrid differential evaluation documents published in volume 18, pages 1022 to 1027 of 2003 in the journal of IEEE Transactions on Power Delivery, and a part of tie lines is adjusted to dc lines, as shown in fig. 3.
In the embodiment, two substations are included, the substation 1 includes main transformers T1 and T2, the substation 2 includes main transformers T3 and T4, and includes 94 nodes, 83 branches and 11 interconnections (in the ac/dc calculation, 6 interconnections are changed to dc interconnections), and the lines with sectionalizers are "5-6", "11-12", "19-20", "26-27", "33-34", "37-38", "38-39", "51-52", "68-69", "74-75" and "78-79". The alternating voltage class is 11.4kV, the maximum value of the current of the alternating current line is 500A, the direct voltage class is 18.6kV, and the maximum value of the current of the direct current line is 300A.
According to the alternating current-direct current hybrid-based power distribution network and main network exchange power flexibility range solving method provided by the invention, different operation states of the embodiment are considered, and the different operation states are solved. The comparison results of the obtained exchange power flexibility ranges of the substation 1 and the main network in the alternating current and direct current hybrid power distribution network and the alternating current power distribution network are shown in table 1 in consideration of different DG output levels. When the VSC capacities are different, the obtained range of the switching power flexibility between the substation 1 and the main grid in the ac/dc hybrid power distribution network is shown in table 2.
TABLE 1
TABLE 2
VSC capacity/kVA | Pmin(kW) | Pmax(kW) |
1000 | 13591 | 19728 |
2000 | 10706 | 22940 |
3000 | 7936 | 25297 |
As can be seen from table 1, the range of the exchange power flexibility between the ac/dc hybrid distribution network and the main network is greater than that of the ac distribution network, and the advantages are more obvious when the DG access capacity is lower. As can be seen from Table 2, as the VSC capacity increases, PminValue decreases, PmaxThe value is increased and the exchange power flexibility range is gradually increased. The result verifies the accuracy and the practicability of the method provided by the invention.
The embodiments are only for illustrating the technical idea of the present invention, and the technical idea of the present invention is not limited thereto, and any modifications made on the basis of the technical scheme according to the technical idea of the present invention fall within the scope of the present invention.
Claims (5)
1. The method for solving the flexibility range of the exchange power between the power distribution network and the main network based on the alternating current and direct current mixing is characterized by comprising the following steps of:
(1) establishing an objective function of the exchange power between the AC/DC hybrid power distribution network and the main network;
the objective function is as follows:
in the above formula, f1And f2For the objective function, the index i represents the ith node, ij represents the line with nodes at two ends i and j, respectively, and ΩSubRepresenting a set of substation nodes, ΩLRepresenting a collection of lines, Psub,iRepresenting the active power of the substation injection node i, rij、IijRespectively representing the resistance and current, phi, of line ij1、φ2Representing a weight coefficient;
(2) determining constraint conditions of operation of the alternating-current and direct-current hybrid power distribution network, and constructing a power exchange solving model of the alternating-current and direct-current hybrid power distribution network and a main network;
the constraint conditions comprise the power flow constraint of the alternating current distribution network:
in the above formula, the first and second carbon atoms are,a set of alternating current nodes is represented,denotes a set of AC lines, f (i) denotes a set of head end nodes of a line ending at a node i, b (i) denotes a set of tail end nodes of a line ending at a node i, Pik、QikRespectively representing the active and reactive powers, P, of the line ik flowing from node i to node k at node iIn,i、QIn,iRespectively representing the injected active and reactive power, P, of node iDG,i、PSub,iRespectively representing active power Q of a distributed power supply and an injection node i of a transformerDG,i、QSub,iRespectively representing reactive power P of distributed power supply and transformer injection node iL,i、QL,iRespectively representing the active and reactive load power, r, of node iijAnd xijRespectively representing the resistance and reactance, V, of the line ijiRepresenting the voltage of node I, IijRepresenting the current, y, of line ijijThe operation state of the line ij is represented as a variable 0-1, y is equal to 1 when the line is operated, y is equal to 0 when the circuit is disconnected, and M represents a positive number which is not less than 0.5 times of the square of the corresponding voltage level of the line;
the constraint conditions comprise the power flow constraint of the direct current distribution network:
in the above formula, the first and second carbon atoms are,a set of direct current nodes is represented,represents a set of dc lines;
the constraints include voltage source converter constraints:
in the above formula, omegaVSCRepresenting a set of voltage source converter nodes,representing a set of lines with a head end being an ac node and a tail end node being a dc node,which represents the alternating voltage at the node i,representing the dc voltage converted by the voltage source converter at node i,representing the active power flowing on the ac side on line ij,the active power of a line ij flowing on a direct current side is represented, lambda represents a voltage modulation coefficient of the voltage source converter, K represents a voltage modulation ratio of the voltage source converter, eta represents the power conversion efficiency of the voltage source converter, and P representsVSC,i、QVSC,i、SVSC,iRespectively representing the active, reactive and apparent power flowing through the voltage source converter at node i,representing the capacity of the voltage source converter,F VSCrepresenting a minimum value of a voltage source converter power factor;
(3) introducing an intermediate variable, performing second-order cone relaxation on the alternating current and direct current hybrid power distribution network and main network exchange power solving model, and converting the second-order cone relaxation model into a hybrid integer second-order cone planning model;
the specific process of the step is as follows:
(301) new variables are defined:
in the above formula, the first and second carbon atoms are,which represents the square of the voltage at node i,represents the square of the line ij current;
substituting the new variable into the constraint condition determined in the step (2);
(302) equations (6), (9) and (12) are relaxed and rewritten into a second-order cone form:
the formula (16), the formula (18) and the formula (20) are relaxation forms of the formula (6), the formula (9) and the formula (12) in sequence, and the formula (17), the formula (19) and the formula (21) are corresponding second-order taper forms in sequence;
(303) introduction of intermediate variable ζ+And ζ-:
Therein, ζ+Representing the sum, ζ, of line current and line head end voltage-Representing the difference between the line current and the line head voltage;
obtaining a voltage and current second-order cone constraint of the line:
(4) and obtaining the operation parameters of the power distribution network, solving an objective function, and obtaining the flexibility range of the exchange power between the AC/DC hybrid power distribution network and the main network.
2. The method for solving the flexibility range of power exchange between the ac-dc hybrid-based power distribution network and the main network according to claim 1, wherein in the step (2), the constraint condition includes a radial operation constraint:
in the above formula, the first and second carbon atoms are,which indicates the number of ac lines,which represents the number of nodes of the substation,which represents the number of the ac nodes,a collection of ac load nodes is represented,representing the virtual power of the substation i,represents the virtual power of the load node i,representing the virtual power of line ij.
3. The method for solving the flexibility range of power exchange between the power distribution network and the main network based on the hybrid alternating current and direct current as claimed in claim 1, wherein in the step (2), the constraint condition comprises a distributed power supply constraint:
in the above formula, omegaDGRepresenting a collection of distributed power nodes, PDG,i、QDG,iRespectively representing the active power and the reactive power of the distributed power supply of the node i,represents the maximum output power of the distributed power supply,F DGrepresents the minimum power factor, α, of the distributed power supplyiRepresenting the distributed power output level of node i.
4. The method for solving the flexibility range of the power exchanged between the power distribution network and the main network based on the alternating current-direct current hybrid as claimed in claim 1, wherein in the step (2), the constraint condition comprises an upper limit constraint and a lower limit constraint:
5. The method for solving the flexibility range of the exchange power between the alternating current and direct current hybrid-based power distribution network and the main network according to any one of claims 1 to 4, wherein in the step (4), programming is performed on a MATLAB platform, and a Yalmip toolkit is used for calling a CPLEX commercial solver to respectively solve the maximum value and the minimum value of the exchange power between the alternating current and direct current hybrid-based power distribution network and the main network, so as to obtain the flexibility range of the exchange power.
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