CN117856227B - Power distribution network line loss analysis method based on network transformation and equivalence technology - Google Patents

Power distribution network line loss analysis method based on network transformation and equivalence technology Download PDF

Info

Publication number
CN117856227B
CN117856227B CN202311778416.1A CN202311778416A CN117856227B CN 117856227 B CN117856227 B CN 117856227B CN 202311778416 A CN202311778416 A CN 202311778416A CN 117856227 B CN117856227 B CN 117856227B
Authority
CN
China
Prior art keywords
distribution network
nodes
power distribution
network
node
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.)
Active
Application number
CN202311778416.1A
Other languages
Chinese (zh)
Other versions
CN117856227A (en
Inventor
孟晓芳
李金峰
张楠楠
王慧
谭东明
黄蕊
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.)
Shenyang Agricultural University
Original Assignee
Shenyang Agricultural University
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 Shenyang Agricultural University filed Critical Shenyang Agricultural University
Priority to CN202311778416.1A priority Critical patent/CN117856227B/en
Publication of CN117856227A publication Critical patent/CN117856227A/en
Application granted granted Critical
Publication of CN117856227B publication Critical patent/CN117856227B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/16Matrix or vector computation, e.g. matrix-matrix or matrix-vector multiplication, matrix factorization
    • 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
    • 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]

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • General Engineering & Computer Science (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Algebra (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Power Engineering (AREA)
  • Computer Hardware Design (AREA)
  • Evolutionary Computation (AREA)
  • Geometry (AREA)
  • Supply And Distribution Of Alternating Current (AREA)

Abstract

The invention discloses a power distribution network line loss analysis method based on network transformation and equivalence technology, which comprises the following steps: dividing nodes in the power distribution network into concerned nodes, boundary nodes and non-concerned nodes, and regarding the power distribution network as a port network consisting of only concerned nodes, boundary nodes and non-concerned nodes; establishing a network equation, and performing equivalence on a network system to correctly reflect the influence of an external system on disturbance in an internal system; drawing an equivalent distribution network diagram by using network transformation and an equivalent technology; actually measuring the voltages of all nodes in the equivalent power distribution network graph, and constructing a line loss calculation model of any branch; according to the method, a power distribution network bus loss model is built according to a line loss calculation model of any branch, and power distribution network bus loss calculation and analysis are carried out; and the bus loss is estimated through analysis of the local line loss of the power distribution network, so that the phenomenon of measuring faults and power theft exists in the power distribution network.

Description

Power distribution network line loss analysis method based on network transformation and equivalence technology
Technical Field
The invention relates to the technical field of distribution network analysis, in particular to a distribution network line loss analysis method based on network transformation and equivalence technology.
Background
The line loss of the distribution network is an important economic index checked by power production and management enterprises and management departments, and is also a comprehensive technical economic index for representing the planning design level and the management level of a power system. The accurate and reasonable calculation of the line loss of the power distribution network is a powerful tool for analyzing the line loss constitution and making loss reduction measures for power production and management enterprises and management departments, and has important significance for promoting power supply enterprises to reduce energy consumption, improving economic benefits and enhancing power supply operation management.
The analysis of the line loss of the power distribution network is always a difficult problem due to the complexity of the power distribution network structure, the variety of parameters and the imperfect data and the lack of real-time monitoring equipment. With the continuous increase of the proportion of renewable distributed power sources, energy storage systems and charging stations/piles to be connected into the power distribution network, the difficulty of analysis and calculation of the line loss of the power distribution network is increased due to the bidirectional power flow and the operation mode diversity of the power distribution network.
The main purpose of the distribution network line loss analysis is to determine the change rule of the distribution network line loss by calculating the electric energy loss and the proportion of various losses generated by each element in the electric energy transmission and distribution process. The complexity of the power distribution network structure can be effectively reduced through network transformation and equivalence technology, so that the power distribution network line loss can be calculated more rapidly.
Disclosure of Invention
The invention aims to solve the technical problem of providing a power distribution network line loss analysis method based on network transformation and equivalence technology, solving the problem of complex power distribution network line loss analysis, reducing the complexity of a complex power distribution network structure through the network transformation and equivalence technology, and thus achieving the purpose of rapidly and accurately calculating the line loss of a line between any two points; and the bus loss is estimated through analysis of the local line loss of the power distribution network, so that the phenomenon of measuring faults and power theft exists in the power distribution network.
In order to solve the technical problems, the invention adopts the following technical scheme: a power distribution network line loss analysis method based on network transformation and equivalence technology comprises the following steps:
S1, dividing nodes in a power distribution network into concerned nodes, boundary nodes and non-concerned nodes, and regarding the power distribution network as a port network formed by the concerned nodes, the boundary nodes and the non-concerned nodes;
s2, establishing a network equation, and performing equivalence on a network system to correctly reflect the influence of an external system on disturbance in an internal system;
s3, drawing an equivalent distribution network diagram by using network transformation and an equivalent technology;
S4, actually measuring the voltages of all nodes in the equivalent power distribution network diagram, and constructing a line loss calculation model of any branch;
and S5, constructing a power distribution network bus loss model according to the line loss calculation model of any branch, and calculating and analyzing the power distribution network bus loss.
The technical scheme of the invention is further improved as follows: in the power distribution network in step S1, nodes with current flowing in or out are divided into care nodes, and the care nodes include: the system comprises a power source point connected with an upper power grid, a node connected with a renewable distributed power source point, a distributed energy storage system and a charging station/pile, and a node connected with a large-capacity load or a node with complex load characteristics; nodes adjacent to the concerned node in the power distribution network are divided into boundary nodes, and other nodes in the power distribution network are divided into non-concerned nodes.
The technical scheme of the invention is further improved as follows: in the step S1, a node set which is concerned about nodes in the power distribution network is called an internal node set I, a node set which is concerned about boundary nodes in the power distribution network is called a boundary node set B, and a node set which is not concerned about nodes in the power distribution network is called an external node set E; and (3) numbering the nodes in the set E preferentially, then numbering the nodes in the set B and the set I, and forming a plurality of ports by the nodes in the set I and the set B, wherein the power distribution network is equivalent to a multi-port network.
The technical scheme of the invention is further improved as follows: the specific steps of the step S2 are as follows:
S21, establishing a branch impedance matrix z b, and inverting z b to obtain a branch admittance matrix
S22, forming a reduced order node branch incidence matrix A of a network;
Step S23, calculating a fixed node admittance matrix Y by using the formula y=ay bAT;
Step S24, establishing a network equation:
Wherein: a voltage column vector for an independent node; Injecting current column vectors for the independent nodes;
Step S25, using a block matrix form, and dividing and representing a network equation according to I, B, E:
the variation of the erase voltage in equation (2) An equivalent network equation can be obtained:
Can be obtained according to the formula (3)
Wherein: The admittance matrix is the boundary equivalent admittance matrix; current is injected for the contour boundary.
The technical scheme of the invention is further improved as follows: the specific steps of the step S3 are as follows:
step S31, node admittance matrix of equivalent network
Step S32, according to the node admittance matrixDrawing a network diagram of the equivalent distribution network,The negative value of the off-diagonal element Y ij is the admittance between the corresponding nodes i and jSum of the i-th row elements of (b)Admittance Y i0 for the node i to ground leg;
step S33, according to the node admittance matrix And drawing an equivalent distribution network diagram.
The technical scheme of the invention is further improved as follows: the specific steps of the step S4 are as follows:
s41, actually measuring the voltage of all nodes in the equivalent power distribution network diagram;
S42, a calculation model of the line loss A l of the series branch l between the nodes i and j in the equivalent distribution network diagram in the t period is as follows:
Wherein: And The voltages at nodes i and j, respectively; g ij is node admittance matrix of equivalent networkThe real part of element Y ij.
S43, a calculation model of the line loss A m of the parallel branch m of the node i in the t period in the equivalent distribution network diagram is as follows:
Wherein: g i0 is the conductance of the parallel branch m of node i.
The technical scheme of the invention is further improved as follows: the specific steps of the step S5 are as follows:
step S51, constructing a branch line loss calculation model based on the step S4, wherein the construction of the distribution network bus loss model is as follows:
Wherein: a is the total line loss of the power distribution network in the t period; b 1 is the total number of parallel branches; b 2 is the total number of series branches;
Step S52, setting the power supply quantity of the power distribution network in the t period as A G, the sales quantity as A S and the line loss quantity A L=AG-AS of the power distribution network in the t period;
Step S53, for a power distribution network with a t period, if A L<A exists in the power distribution network, measuring faults exist; setting k as a coefficient larger than 0, obtaining according to actual operation experience, and if A L>A and A L-A>kAG exist electricity stealing phenomena;
step S54, calculating injection current of each node according to a formula (1), and further calculating electric quantity A i of the node i in a t period according to a formula (9):
And comparing the calculated electric quantity A i with the power supply quantity A G or the sold electric quantity A S of the node i in the t period, and judging whether the node i has measurement faults or electricity stealing phenomena.
By adopting the technical scheme, the invention has the following technical progress:
1. The method for analyzing the line loss of the power distribution network based on the network transformation and the equivalence technology solves the problem of analyzing the line loss of the complex power distribution network, reduces the complexity of the structure of the complex power distribution network through the network transformation and the equivalence technology, and achieves the purpose of rapidly and accurately calculating the line loss of the line between any two points; the bus loss is estimated through analysis of the local line loss of the power distribution network, so that the phenomenon of measuring faults and power theft exists in the power distribution network can be judged;
2. According to the distribution network line loss analysis method based on the network transformation and equivalence technology, the distribution network nodes are classified, then a network equation is formed, the network system is subjected to equivalence, and the influence of an external system on disturbance in an internal system is solved; then, by drawing the equivalent power grid network diagram, the line loss of each branch can be more simply and conveniently obtained; constructing a power distribution network bus loss model according to the line loss of any branch, and obtaining the power distribution network bus loss; finally, the calculated electric quantity A i is compared with the power supply quantity A G or the sold electric quantity A S of the node i in the t period, so that whether the node i has a measurement fault or a power theft phenomenon can be judged.
Drawings
FIG. 1 is a flow chart of the present invention;
FIG. 2 is a network diagram of a 10-node power distribution network;
FIG. 3 is a network diagram of a multiport equivalent distribution network;
fig. 4 is a network diagram of the equivalent distribution network of fig. 2.
Detailed Description
The invention is further illustrated by the following examples:
as shown in fig. 1, a method for analyzing line loss of a power distribution network based on network transformation and equivalence technology includes the following steps:
S1, dividing nodes in a power distribution network into concerned nodes, boundary nodes and non-concerned nodes, and regarding the power distribution network as a port network formed by the concerned nodes, the boundary nodes and the non-concerned nodes;
S2, establishing a network equation, namely, performing equivalence on the network system to correctly reflect the influence of an external system on disturbance in an internal system, wherein the network system is described by the network equation, and the network equation is a mathematical model of the network system;
s3, drawing an equivalent distribution network diagram by using network transformation and an equivalent technology;
S4, actually measuring the voltages of all nodes in the equivalent power distribution network diagram, and constructing a line loss calculation model of any branch;
and S5, constructing a power distribution network bus loss model according to the line loss calculation model of any branch, and calculating and analyzing the power distribution network bus loss.
The following are the detailed steps of the invention:
Step S1, dividing nodes in a power distribution network into concerned nodes, boundary nodes and non-concerned nodes, and regarding the power distribution network as a port network formed by the concerned nodes, the boundary nodes and the non-concerned nodes, wherein the specific steps are as follows:
In step S11, in the power distribution network, nodes with current flowing in or out are divided into care nodes, where the care nodes include: the system comprises a power source point connected with an upper power grid, a node connected with a renewable distributed power source point, a distributed energy storage system and a charging station/pile, and a node connected with a large-capacity load or a node with complex load characteristics;
And step S12, dividing nodes adjacent to the concerned node in the power distribution network into boundary nodes, and dividing other nodes in the power distribution network into non-concerned nodes.
Step S13, a node set which is concerned with nodes in the power distribution network is called an internal node set I, a node set which is concerned with boundary nodes in the power distribution network is called a boundary node set B, and a node set which is not concerned with nodes in the power distribution network is called an external node set E;
Step S14, the nodes in the set E are numbered preferentially, then the nodes in the set B and the set I are numbered, a plurality of ports are formed by the nodes in the set I and the set B, and the power distribution network is equivalent to a multi-port network.
Taking fig. 2 as an example, a 10-node power distribution network is shown, the admittance of each branch and the current injected into the node are marked in the figure, wherein nodes 1 and 2 are not concerned nodes, nodes 3, 4,5 and 6 are boundary nodes, and 7, 8, 9 and 10 are concerned nodes.
The multiport network is shown in fig. 3, in which nodes 1, 2, …, n 1 belong to a node of no interest, node n 1+1、n1+2、…、n1+m1 belongs to a node of interest, and node n 1+m1+1、n1+m1+2、…、n1+m1+m1 belongs to a border node.
Step S2, establishing a network equation, and performing equivalence on a network system to correctly reflect the influence of an external system on disturbance in an internal system, wherein the method comprises the following specific steps of:
S21, establishing a branch impedance matrix z b, and inverting z b to obtain a branch admittance matrix
S22, forming a reduced order node branch incidence matrix A of a network;
Step S23, calculating a fixed node admittance matrix Y by using the formula y=ay bAT;
Step S24, establishing a network equation:
Wherein: a voltage column vector for an independent node; Injecting current column vectors for the independent nodes;
Step S25, using a block matrix form, and dividing and representing a network equation according to I, B, E:
the variation of the erase voltage in equation (2) An equivalent network equation can be obtained:
Can be obtained according to the formula (3)
Wherein: The admittance matrix is the boundary equivalent admittance matrix; current is injected for the contour boundary.
Step S3, drawing an equivalent distribution network diagram by using network transformation and an equivalent technology, wherein the specific steps are as follows:
step S31, node admittance matrix of equivalent network
Step S32, according to the node admittance matrixDrawing a network diagram of the equivalent distribution network,Negative values (-Y ij) of the off-diagonal element Y ij are admittances between the corresponding nodes i, j.Sum of the i-th row elements of (b)Admittance Y i0 for the node i to ground leg.
Step S33, according to the node admittance matrixAnd drawing an equivalent distribution network diagram.
Taking fig. 2 as an example, an equivalent distribution network diagram of the 10-node distribution network is drawn according to the step 3) and the step 4), as shown in fig. 4;
① Firstly, establishing a node admittance matrix according to the sequence of E, B, I, and writing out a network equation expressed by the admittance matrix:
② The formula is as follows:
③ The boundary equivalent admittance matrix can be known:
④ The equivalence boundary injection current:
⑤ The equivalent network equation is as follows:
⑥ According to the node admittance matrix An equivalent distribution network diagram (shown in fig. 4) can be drawn.
S4, actually measuring the voltage of all nodes in the equivalent power distribution network diagram, and constructing a line loss calculation model of any branch, wherein the specific steps are as follows:
s41, actually measuring the voltage of all nodes in the equivalent power distribution network diagram;
S42, a calculation model of the line loss A l of the series branch l between the nodes i and j in the equivalent distribution network diagram in the t period is as follows:
Wherein: And The voltages at nodes i and j, respectively; g ij is node admittance matrix of equivalent networkThe real part of element Y ij.
S43, a calculation model of the line loss A m of the parallel branch m of the node i in the t period in the equivalent distribution network diagram is as follows:
Wherein: g i0 is the conductance of the parallel branch m of node i.
S5, constructing a power distribution network bus loss model according to a line loss calculation model of any branch, and calculating and analyzing the power distribution network bus loss, wherein the specific steps are as follows:
step S51, constructing a branch line loss calculation model based on the step S4, wherein the construction of the distribution network bus loss model is as follows:
Wherein: a is the total line loss of the power distribution network in the t period; b 1 is the total number of parallel branches; b 2 is the total number of series branches;
Step S52, setting the power supply quantity of the power distribution network in the t period as A G, the sales quantity as A S and the line loss quantity A L=AG-AS of the power distribution network in the t period;
Step S53, for a power distribution network with a t period, if A L<A exists in the power distribution network, measuring faults exist; setting k as a coefficient larger than 0, obtaining according to actual operation experience, and if A L>A and A L-A>kAG exist electricity stealing phenomena;
step S54, calculating injection current of each node according to a formula (1), and further calculating electric quantity A i of the node i in a t period according to a formula (9):
And comparing the calculated electric quantity A i with the power supply quantity A G or the sold electric quantity A S of the node i in the t period, and judging whether the node i has measurement faults or electricity stealing phenomena.

Claims (3)

1. A power distribution network line loss analysis method based on network transformation and equivalence technology is characterized by comprising the following steps of: the method comprises the following steps:
S1, dividing nodes in a power distribution network into concerned nodes, boundary nodes and non-concerned nodes, and regarding the power distribution network as a port network formed by the concerned nodes, the boundary nodes and the non-concerned nodes;
s2, establishing a network equation, and performing equivalence on a network system to correctly reflect the influence of an external system on disturbance in an internal system;
the specific steps of the step S2 are as follows:
S21, establishing a branch impedance matrix z b, and inverting z b to obtain a branch admittance matrix
S22, forming a reduced order node branch incidence matrix A of a network;
Step S23, calculating a fixed node admittance matrix Y by using the formula y=ay bAT;
Step S24, establishing a network equation:
Wherein: a voltage column vector for an independent node; Injecting current column vectors for the independent nodes;
Step S25, using a block matrix form, and dividing and representing a network equation according to I, B, E:
the variation of the erase voltage in equation (2) An equivalent network equation can be obtained:
Can be obtained according to the formula (3)
Wherein: The admittance matrix is the boundary equivalent admittance matrix; injecting current for the equivalent boundary;
s3, drawing an equivalent distribution network diagram by using network transformation and an equivalent technology;
the specific steps of the step S3 are as follows:
step S31, node admittance matrix of equivalent network
Step S32, according to the node admittance matrixDrawing a network diagram of the equivalent distribution network,The negative value of the off-diagonal element Y ij is the admittance between the corresponding nodes i, j,Sum of the i-th row elements of (b)Admittance Y i0 for the node i to ground leg;
step S33, according to the node admittance matrix Drawing an equivalent distribution network diagram;
S4, actually measuring the voltages of all nodes in the equivalent power distribution network diagram, and constructing a line loss calculation model of any branch;
the specific steps of the step S4 are as follows:
s41, actually measuring the voltage of all nodes in the equivalent power distribution network diagram;
S42, a calculation model of the line loss A l of the series branch l between the nodes i and j in the equivalent distribution network diagram in the t period is as follows:
Wherein: And The voltages at nodes i and j, respectively; g ij is node admittance matrix of equivalent networkThe real part of the middle element Y ij;
S43, a calculation model of the line loss A m of the parallel branch m of the node i in the t period in the equivalent distribution network diagram is as follows:
wherein: g i0 is the conductance of the parallel branch m of node i;
S5, constructing a power distribution network bus loss model according to the line loss calculation model of any branch, and calculating and analyzing the power distribution network bus loss; the specific steps of the step S5 are as follows:
step S51, constructing a branch line loss calculation model based on the step S4, wherein the construction of the distribution network bus loss model is as follows:
Wherein: a is the total line loss of the power distribution network in the t period; b 1 is the total number of parallel branches; b 2 is the total number of series branches;
Step S52, setting the power supply quantity of the power distribution network in the t period as A G, the sales quantity as A S and the line loss quantity A L=AG-AS of the power distribution network in the t period;
Step S53, for a power distribution network with a t period, if A L<A exists in the power distribution network, measuring faults exist; setting k as a coefficient larger than 0, obtaining according to actual operation experience, and if A L>A and A L-A>kAG exist electricity stealing phenomena;
step S54, calculating injection current of each node according to a formula (1), and further calculating electric quantity A i of the node i in a t period according to a formula (9):
and comparing the calculated electric quantity A i with the power supply quantity A G or the sold electric quantity A S of the node i in the t period, and judging whether the node i has a measurement fault or a power stealing phenomenon.
2. The method for analyzing the line loss of the power distribution network based on the network transformation and equivalence technology according to claim 1, wherein the method comprises the following steps: in the power distribution network in step S1, nodes with current flowing in or out are divided into care nodes, and the care nodes include: the system comprises a power source point connected with an upper power grid, a node connected with a renewable distributed power source point, a distributed energy storage system and a charging station/pile, and a node connected with a large-capacity load or a node with complex load characteristics; nodes adjacent to the concerned node in the power distribution network are divided into boundary nodes, and other nodes in the power distribution network are divided into non-concerned nodes.
3. The method for analyzing the line loss of the power distribution network based on the network transformation and equivalence technology according to claim 2, wherein the method comprises the following steps: in the step S1, a node set which is concerned about nodes in the power distribution network is called an internal node set I, a node set which is concerned about boundary nodes in the power distribution network is called a boundary node set B, and a node set which is not concerned about nodes in the power distribution network is called an external node set E; and (3) numbering the nodes in the set E preferentially, then numbering the nodes in the set B and the set I, and forming a plurality of ports by the nodes in the set I and the set B, wherein the power distribution network is equivalent to a multi-port network.
CN202311778416.1A 2023-12-22 2023-12-22 Power distribution network line loss analysis method based on network transformation and equivalence technology Active CN117856227B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202311778416.1A CN117856227B (en) 2023-12-22 2023-12-22 Power distribution network line loss analysis method based on network transformation and equivalence technology

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202311778416.1A CN117856227B (en) 2023-12-22 2023-12-22 Power distribution network line loss analysis method based on network transformation and equivalence technology

Publications (2)

Publication Number Publication Date
CN117856227A CN117856227A (en) 2024-04-09
CN117856227B true CN117856227B (en) 2024-07-12

Family

ID=90537627

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202311778416.1A Active CN117856227B (en) 2023-12-22 2023-12-22 Power distribution network line loss analysis method based on network transformation and equivalence technology

Country Status (1)

Country Link
CN (1) CN117856227B (en)

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116599035A (en) * 2023-04-23 2023-08-15 国网重庆市电力公司营销服务中心 Method and device for analyzing daily theoretical line loss probability of low-voltage distribution network, electronic equipment and medium
CN116777670A (en) * 2023-06-20 2023-09-19 东南大学 Hierarchical parallel calculation method, system and terminal for theoretical line loss of power distribution network

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9118205B2 (en) * 2012-06-20 2015-08-25 Institute Of Nuclear Energy Research Atomic Energy Council, Executive Yuan Microgrid power distribution system and power flow asymmetrical fault analysis method therefor
US9436200B2 (en) * 2012-08-09 2016-09-06 Rajiv Kumar Varma Use of distributed generator (DG) inverters as statcoms for decreasing line losses
US9835673B2 (en) * 2013-04-12 2017-12-05 Mitsubishi Electric Research Laboratories, Inc. Method for analyzing faults in ungrounded power distribution systems
CN105260949B (en) * 2015-10-22 2019-07-09 江苏省电力公司南京供电公司 A kind of distribution network short circuit calculation method based on matrixing
CN114899825B (en) * 2022-04-20 2024-04-16 国家电网有限公司技术学院分公司 Comprehensive optimization method for power distribution network based on network equivalent transformation
CN116579624A (en) * 2023-04-06 2023-08-11 国网上海市电力公司 Photovoltaic-containing low-voltage line loss calculation method based on improved equivalent resistance method
CN116488241A (en) * 2023-04-26 2023-07-25 国网青海省电力公司黄化供电公司 Distribution network line loss analysis method based on distributed power supply

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116599035A (en) * 2023-04-23 2023-08-15 国网重庆市电力公司营销服务中心 Method and device for analyzing daily theoretical line loss probability of low-voltage distribution network, electronic equipment and medium
CN116777670A (en) * 2023-06-20 2023-09-19 东南大学 Hierarchical parallel calculation method, system and terminal for theoretical line loss of power distribution network

Also Published As

Publication number Publication date
CN117856227A (en) 2024-04-09

Similar Documents

Publication Publication Date Title
CN106779277A (en) The classification appraisal procedure and device of a kind of distribution network loss
CN102522756B (en) Inductive reactive compensation method for power grid for avoiding voltage off-normal risks
CN107294120A (en) A kind of active distribution network hybrid energy-storing capacity configuration optimizing method and device
CN110910026B (en) Cross-provincial power transmission line loss intelligent management and decision method and system
CN105046584A (en) K-MEANS algorithm-based ideal line loss rate calculation method
CN103824124B (en) A kind of energy potential evaluation method for grid company
CN112085156A (en) Method and system for predicting shunt line loss rate and evaluating loss reduction potential
CN104102954B (en) Optimal configuration method of distributed comprehensive energy supply system considering black start function
CN111682546B (en) DC power flow improvement algorithm based on sensitivity analysis
CN107769192A (en) One kind supplies power utilization network node/branch road carbon flow computational methods
CN116361603A (en) Calculation method for carbon emission flow of electric power system
CN106372440A (en) Method and device for estimating self-adaptive robust state of distribution network through parallel computation
CN117856227B (en) Power distribution network line loss analysis method based on network transformation and equivalence technology
CN107301499B (en) Distribution feeder statistical line loss rate data cleaning method based on AMI data
CN105354761B (en) Safety and efficiency evaluation method and system for accessing wind power into power grid
Wang et al. A Precise Carbon Emission Model on Electricity Consumption Side with Carbon Emission Flow Theory
CN111860617A (en) Comprehensive optimization operation method for power distribution network
CN105977963A (en) Two-stage method-based main network and distribution network integrated distributed state estimation method
CN107465195B (en) Optimal power flow double-layer iteration method based on micro-grid combined power flow calculation
CN105552906B (en) A kind of area power grid load nargin analysis method based on prim al- dual interior point m ethod
CN113158382B (en) Computer-aided decision support system for power grid planning
CN106055730B (en) Power system carbon flow simulation analysis method suitable for large-scale power grid
CN103390890A (en) Power distribution network power flow analyzing method based on current distribution coefficient
CN106022972A (en) State matrix symmetry-based power distribution network abnormal data identification method
Zhang et al. Research on Medium and Long-Term Electrical Power Prediction of Wind Farm Based on GA-BP Algorithm

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