CN106093704B - A kind of monitoring of power grid stealing user and localization method and system - Google Patents

A kind of monitoring of power grid stealing user and localization method and system Download PDF

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Publication number
CN106093704B
CN106093704B CN201610424104.4A CN201610424104A CN106093704B CN 106093704 B CN106093704 B CN 106093704B CN 201610424104 A CN201610424104 A CN 201610424104A CN 106093704 B CN106093704 B CN 106093704B
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branch
current
stealing user
power grid
value
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CN106093704A (en
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范洁
郑爱霞
沈秋英
周玉
陈霄
金萍
易永仙
郭兴昕
崔高颖
陈宇沁
李纬
姜明顺
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State Grid Corp of China SGCC
Electric Power Research Institute of State Grid Jiangsu Electric Power Co Ltd
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State Grid Corp of China SGCC
Electric Power Research Institute of State Grid Jiangsu Electric Power Co Ltd
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/08Locating faults in cables, transmission lines, or networks
    • G01R31/081Locating faults in cables, transmission lines, or networks according to type of conductors
    • G01R31/086Locating faults in cables, transmission lines, or networks according to type of conductors in power transmission or distribution networks, i.e. with interconnected conductors
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R11/00Electromechanical arrangements for measuring time integral of electric power or current, e.g. of consumption
    • G01R11/02Constructional details
    • G01R11/24Arrangements for avoiding or indicating fraudulent use
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R19/00Arrangements for measuring currents or voltages or for indicating presence or sign thereof
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R19/00Arrangements for measuring currents or voltages or for indicating presence or sign thereof
    • G01R19/0038Circuits for comparing several input signals and for indicating the result of this comparison, e.g. equal, different, greater, smaller (comparing pulses or pulse trains according to amplitude)
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/08Locating faults in cables, transmission lines, or networks
    • G01R31/088Aspects of digital computing

Abstract

The invention discloses the monitoring of power grid stealing user a kind of and localization methods, by comparing the size of the sum of current value at all load bus of power grid outgoing and the total current value for flowing into network load side, tentatively judge whether there is abnormal electrical phenomena, it is compared further according to the current error ratio of each branch with predetermined current error rate threshold value, the final position for determining stealing user.The system based on this method is also disclosed simultaneously.The present invention does not need a large amount of hardware and software investment, realizes convenient for computer.

Description

A kind of monitoring of power grid stealing user and localization method and system
Technical field
The present invention relates to the monitorings of power grid stealing user a kind of and localization method and system, belong to electric power electrical domain.
Background technique
It is always the problem put in face of power supply enterprise that stealing problem how is efficiently solved in power grid electric management.Certain A little units or it is personal take various methods to attempt to escape electrical energy measurement and illegal profit by fair means or foul, this electricity stealing is always The legitimate rights and interests and interests of power supply enterprise are seriously endangered, while having upset fair for electricity consumption order, return power industry Stable operation brings many security risks.So research and discussion Prevention Stealing Electricity Technology are significant.
Common stealing mode mainly has under-voltage method, undercurrent method, phase-shifting method, expands poor method and without table method.It proposes simultaneously corresponding Prevention and treatment stealing technical measures, mainly have utilize metering box special, closing transformer low voltage leading-out terminal leading to metering device Body, using lead sealing technology, improve ammeter external structure and prevent electricity stealing etc., these measures of proposition are to preventing stealing from playing Certain containment effect, however these measures monitor in real time due to lacking, so validity is poor.And traditional stealing is used It in family monitoring and location technology, needs to put into a large amount of hardware and software, is not easy to computer realization.
Summary of the invention
In order to solve the above-mentioned technical problems, the present invention provides the monitoring of power grid stealing user a kind of and localization method and it is System.
In order to achieve the above object, the technical scheme adopted by the invention is that:
The monitoring of power grid stealing user a kind of and localization method, include the following steps,
Step 1, the total voltage and current value for flowing into network load side are obtained, each load section of power grid outgoing is obtained Voltage and current value at point;
Step 2, by comparing the sum of current value at all load bus of power grid outgoing and inflow network load side The size of total current value tentatively judges whether there is abnormal electrical phenomena, uses electrical phenomena if there is abnormal, then goes to step 3, such as There is not abnormal electrical phenomena in fruit, then determines stealing user;
Step 3, topological structure of electric information is obtained, the loop-impedance matrice of power network topology is constructed;
Step 4, according to the loop-impedance matrice of power network topology and the voltage value of all load bus, each branch is obtained Electric current calculated value;
Step 5, it is made the difference by the current measurement value and electric current calculated value of branch each in power network topology, obtains power grid and open up The current error of each branch in flutterring;
Current measurement value is the current value at each load bus of power grid outgoing;
Step 6, the ratio of the current error of each branch and electric current calculated value in power network topology, and and predetermined current are calculated Error rate threshold value is compared, and finally determines the position of stealing user.
If the ratio of the current error of branch and electric current calculated value is greater than predetermined current error rate threshold value, the branch is determined Road is fault branch, and there are stealing users for branch road.
If two fault branches, there are common load bus, which is stealing user.
The monitoring of power grid stealing user a kind of and the system of localization method, including data server, electric energy total amount device With several load bus electric energy metering devices;Line side installation electric energy total amount device is fed out in power grid, in the every of power grid outgoing Load bus electric energy metering device, the electric energy total amount device and load bus electrical energy measurement dress are installed at one load bus It sets and is connect with data server;
The electric energy total amount device, to measure and send the total voltage and current value of inflow network load side;
The load bus electric energy metering device, at each load bus to measure concurrent pushing electric network outgoing Voltage and current value;
The data server includes that sequentially connected information about power obtains module, the preliminary judgment module of abnormal electricity consumption, electricity Net topology data obtaining module, branch current computing module, branch current error calculating module and stealing user's determining module;
Information about power obtains module, to obtain the total voltage and current value that flow into network load side, obtains power grid and feeds out Voltage and current value at each load bus of line;
The abnormal preliminary judgment module of electricity consumption, to by comparing the sum of current value at all load bus of power grid outgoing With the size for the total current value for flowing into network load side, exception electrical phenomena is tentatively judged whether there is;
Power network topology data obtaining module, to obtain topological structure of electric information, structure when there is exception electrical phenomena Build the loop-impedance matrice of power network topology;
Branch current computing module, to according to the loop-impedance matrice of power network topology and the voltage of all load bus Value, obtains the electric current calculated value of each branch;
Branch current error calculating module, to the current measurement value and electric current calculated value by branch each in power network topology It is made the difference, obtains the current error of each branch in power network topology;
Stealing user's determining module, to calculate the ratio of the current error of each branch and electric current calculated value in power network topology Value, and be compared with predetermined current error rate threshold value, finally determine the position of stealing user.
The stealing user determining module includes,
Branch current error rate computing module, to calculate the current error and galvanometer of each branch in power network topology The ratio of calculation value obtains the current error ratio of each branch;
Fault branch determining module, to carry out the current error ratio of each branch and predetermined current error rate threshold value Compare, if the latter is less than the former, judges that, there are stealing user in respective branch, respective branch is determined as fault branch.
The stealing user determining module further includes stealing user's locating module, to exist jointly when two fault branches Load bus determines that the common load bus is stealing user.
Advantageous effects of the invention: the present invention is by comparing current value at all load bus of power grid outgoing The sum of size with the total current value for flowing into network load side, abnormal electrical phenomena is tentatively judged whether there is, further according to each The current error ratio on road is compared with predetermined current error rate threshold value, and the final position for determining stealing user does not need A large amount of hardware and software investment, is realized convenient for computer.
Detailed description of the invention
Fig. 1 is the flow chart of the method for the present invention.
Fig. 2 is the electric power networks schematic diagram for being equipped with intelligent electric meter.
Fig. 3 is the block diagram of data server in the present invention.
Fig. 4 is the topological structure schematic diagram for being practical power network.
Specific embodiment
The invention will be further described below in conjunction with the accompanying drawings.Following embodiment is only used for clearly illustrating the present invention Technical solution, and not intended to limit the protection scope of the present invention.
As shown in Figure 1, monitoring and the localization method of a kind of power grid stealing user, comprising the following steps:
Step 1, the total voltage and current value for flowing into network load side are obtained, each load section of power grid outgoing is obtained Voltage and current value at point.
Step 2, by comparing the sum of current value at all load bus of power grid outgoing and inflow network load side The size of total current value tentatively judges whether there is abnormal electrical phenomena, uses electrical phenomena if there is abnormal, then goes to step 3, such as There is not abnormal electrical phenomena in fruit, then determines stealing user.
Step 3, topological structure of electric information is obtained, the loop-impedance matrice of power network topology is constructed.
Step 4, according to the loop-impedance matrice of power network topology and the voltage value of all load bus, each branch is obtained Electric current calculated value.
Step 5, it is made the difference by the current measurement value and electric current calculated value of branch each in power network topology, obtains power grid and open up The current error of each branch in flutterring;Current measurement value is the current value c at each load bus of power grid outgoing.
Step 6, the ratio of the current error of each branch and electric current calculated value in power network topology, and and predetermined current are calculated Error rate threshold value is compared, and finally determines the position of stealing user.
If the ratio of the current error of branch and electric current calculated value is greater than predetermined current error rate threshold value, the branch is determined Road is fault branch, and there are stealing users for branch road.If there are common load bus, the common loads for two fault branches Node is stealing user.
The monitoring of power grid stealing user a kind of and the system of localization method, including data server, electric energy total amount device With several load bus electric energy metering devices.Electric energy total amount device and load bus electric energy metering device are and data server Connection.
As shown in Fig. 2, line side installation electric energy total amount device (here using total ammeter) is fed out in power grid, to measure simultaneously Send the total voltage and current value for flowing into network load side;Load bus is installed at each load bus of power grid outgoing Electric energy metering device (uses load ammeter) here, the electricity at each load bus to measure concurrent pushing electric network outgoing Pressure and current value.
As shown in figure 3, data server includes that sequentially connected information about power obtains module, abnormal electricity consumption tentatively judges mould Block, power network topology data obtaining module, branch current computing module, branch current error calculating module and stealing user determine mould Block.
Information about power obtains module, to obtain the total voltage and current value that flow into network load side, obtains power grid and feeds out Voltage and current value at each load bus of line.
The abnormal preliminary judgment module of electricity consumption, to by comparing the sum of current value at all load bus of power grid outgoing With the size for the total current value for flowing into network load side, exception electrical phenomena is tentatively judged whether there is.
Power network topology data obtaining module, to obtain topological structure of electric information, structure when there is exception electrical phenomena Build the loop-impedance matrice of power network topology.
Due in power grid electric power meet it is numerous, in order to facilitate management and be accurately positioned stealing user, can be to power grid Each of user be numbered, since the corresponding relationship between incidence matrix and power grid user node is fairly simple, so Power grid user is indicated using incidence matrix.
Topological structure of electric figure corresponding with Fig. 2 as shown in figure 4, due to load impedance in figure using a point come generation Table just constitutes a circuit, it is possible to using circuit matrix come quasi- between load impedances all in this way and electric energy supply centre Corresponding relationship between each load bus and circuit where it is really described.
This circuit matrix is one kind of topological matrix, there is m load (i.e. m circuit) and e branch (i.e. e side) Load branch circuit incidence matrix.Corresponding branch impedance matrix can be by the sequencing and load branch of all each branch impedances The sequence of each branch impedance is consistent in the incidence matrix of road.As can be seen from Figure 4, rule is established according to incidence matrix, is formed such as Under the relevant incidence matrix A of topological structure of electric,
Element in matrix is 1 or -1 when joining in corresponding vertex and frontier juncture, is 0 when not being associated with.
It is more convenient in order to calculate and analyze, according to the linearly related property of matrix, the matrix that can be simplified, i.e. phase The circuit matrix answered is Ba,
Circuit matrix BaThere is following relationship with incidence matrix A:
Ba=(A-1)T
It since power consumer is relatively more, is calculated to be further simplified, load branch circuit incidence matrix is without load The row in the circuit of impedance scratches be formed into a loop matrix.
Side e in Fig. 41~e4Respectively correspond branch z1~z4, it is possible to obtain following corresponding loop-impedance matrice: (this In indicated with Z)
According to the number of load, following corresponding loop-impedance matrice is obtained:
In formula,For the calculated value of load point electric current,For the exact value of measurement point voltage.
Branch current computing module, to according to the loop-impedance matrice of power network topology and the voltage of all load bus Value, obtains the electric current calculated value of each branch.
Branch current error calculating module, to the current measurement value and electric current calculated value by branch each in power network topology It is made the difference, obtains the current error of each branch in power network topology.
Stealing user's determining module, to calculate the ratio of the current error of each branch and electric current calculated value in power network topology Value, and be compared with predetermined current error rate threshold value, finally determine the position of stealing user.
Stealing user's determining module includes,
Branch current error rate computing module, to calculate the current error and galvanometer of each branch in power network topology The ratio of calculation value obtains the current error ratio of each branch;
Fault branch determining module, to carry out the current error ratio of each branch and predetermined current error rate threshold value Compare, if the latter is less than the former, judges that, there are stealing user in respective branch, respective branch is determined as fault branch.
Stealing user's locating module determines the common load section to work as two fault branches there are common load bus Point is stealing user.
The present invention is by comparing the sum of current value at all load bus of power grid outgoing and inflow network load side The size of total current value tentatively judges whether there is abnormal electrical phenomena, current error ratio further according to each branch and default Current error proportion threshold value is compared, the final position for determining stealing user;The present invention does not need in existing network simultaneously Increase special device, it is only necessary to electric energy metering device be installed to detect flow into the total electricity information of network load side and every respectively Information about power at one load bus, and input data server, algorithm is simple in data server, real convenient for computer It is existing.
The above is only a preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art For member, without departing from the technical principles of the invention, several improvement and deformations can also be made, these improvement and deformations Also it should be regarded as protection scope of the present invention.

Claims (3)

1. the monitoring of power grid stealing user a kind of and the system of localization method, it is characterised in that: total including data server, electric energy Metering device and several load bus electric energy metering devices;Line side installation electric energy total amount device is fed out in power grid, is presented in power grid Load bus electric energy metering device, the electric energy total amount device and load bus electricity are installed at each load bus of outlet Energy metering device is connect with data server;
The electric energy total amount device, to measure and send the total voltage and current value of inflow network load side;
The load bus electric energy metering device, the voltage at each load bus to measure concurrent pushing electric network outgoing And current value;
The data server includes that sequentially connected information about power obtains module, the preliminary judgment module of abnormal electricity consumption, power grid and opens up Flutter data obtaining module, branch current computing module, branch current error calculating module and stealing user's determining module;
Information about power obtains module, to obtain the total voltage and current value that flow into network load side, obtains power grid outgoing Voltage and current value at each load bus;
The abnormal preliminary judgment module of electricity consumption, to by comparing the sum of current value at all load bus of power grid outgoing and stream The size for entering the total current value of network load side tentatively judges whether there is exception electrical phenomena;
Power network topology data obtaining module, when there is exception electrical phenomena, to obtain topological structure of electric information, building electricity The loop-impedance matrice of net topology;
Branch current computing module, to obtain according to the loop-impedance matrice of power network topology and the voltage value of all load bus To the electric current calculated value of each branch;
Branch current error calculating module is carried out to the current measurement value by branch each in power network topology with electric current calculated value It makes the difference, obtains the current error of each branch in power network topology;
Stealing user's determining module, to calculate the ratio of the current error of each branch and electric current calculated value in power network topology, And be compared with predetermined current error rate threshold value, finally determine the position of stealing user.
2. the system of monitoring and localization method based on a kind of power grid stealing user described in claim 1, it is characterised in that: institute Stating stealing user's determining module includes,
Branch current error rate computing module, to calculate the current error of each branch and electric current calculated value in power network topology Ratio, obtain the current error ratio of each branch;
Fault branch determining module, to compare the current error ratio of each branch and predetermined current error rate threshold value Compared with if the latter judges that, there are stealing user in respective branch, respective branch is determined as fault branch less than the former.
3. the system of monitoring and localization method based on a kind of power grid stealing user described in claim 1, it is characterised in that: institute Stating stealing user's determining module further includes stealing user's locating module, to when two fault branches are there are common load bus, Determine that the common load bus is stealing user.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111413594A (en) * 2019-12-10 2020-07-14 王纪旋 Accurate positioning method for electricity stealing

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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CN107942162A (en) * 2017-11-13 2018-04-20 广西电网有限责任公司电力科学研究院 A kind of multiplexing electric abnormality early warning system based on branch line monitoring
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CN109142831B (en) * 2018-09-21 2021-05-07 国网安徽省电力公司电力科学研究院 Impedance analysis-based method and device for studying and judging abnormal electricity consumption of residential users
CN109444498A (en) * 2018-12-21 2019-03-08 云南电网有限责任公司电力科学研究院 A kind of electricity anti-theft method, apparatus and system
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CN110780129A (en) * 2019-10-17 2020-02-11 国网吉林省电力有限公司电力科学研究院 Electricity stealing and leakage positioning method based on current deviation analysis technology
CN110763886B (en) * 2019-12-05 2021-11-12 国网江苏省电力有限公司南通供电分公司 Single-phase user electricity stealing judgment and positioning method
CN110736865B (en) * 2019-12-05 2021-11-12 国网江苏省电力有限公司南通供电分公司 Three-phase user electricity stealing judgment and positioning method
CN110979079B (en) * 2019-12-17 2021-06-29 深圳华建电力物联技术有限公司 Method and device for positioning electric vehicle to tail end
CN111525697B (en) * 2020-05-09 2022-10-25 西安交通大学 Medium and low voltage power distribution network electricity larceny prevention method and system based on current monitoring and line topology analysis
CN111537793B (en) * 2020-05-26 2023-02-28 惠州Tcl移动通信有限公司 Power consumption testing method and system of mobile terminal
CN112362962A (en) * 2020-11-09 2021-02-12 张子惠 Method and device for detecting electric leakage and electricity stealing positions in power grid and electronic equipment
CN112505392A (en) * 2020-11-17 2021-03-16 广东电网有限责任公司 Method and system for determining low-voltage electricity stealing point
CN113985124A (en) * 2021-09-26 2022-01-28 浙江万胜智能科技股份有限公司 Electricity larceny prevention method based on LTU, electric energy meter and fusion terminal
CN113884733A (en) * 2021-10-22 2022-01-04 广东电网有限责任公司 External electricity stealing detection device, power distribution network and external electricity stealing detection method
CN114113898B (en) * 2021-11-29 2023-11-14 大连海事大学 Power distribution network loss analysis method and system based on multi-source measurement data
CN115420988B (en) * 2022-11-07 2023-01-24 北京志翔科技股份有限公司 Method, device, equipment and storage medium for identifying abnormal electricity consumption user

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103823140A (en) * 2014-02-27 2014-05-28 华北电力大学 Power grid topology error identification system and method based on road-loop equation
CN103954816A (en) * 2014-04-30 2014-07-30 国网上海市电力公司 Inelegant remote anti-electricity-stealing inspection method
CN104374993A (en) * 2014-11-25 2015-02-25 国家电网公司 Electricity larceny prevention method and device based on power internet of things and processor

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103823140A (en) * 2014-02-27 2014-05-28 华北电力大学 Power grid topology error identification system and method based on road-loop equation
CN103954816A (en) * 2014-04-30 2014-07-30 国网上海市电力公司 Inelegant remote anti-electricity-stealing inspection method
CN104374993A (en) * 2014-11-25 2015-02-25 国家电网公司 Electricity larceny prevention method and device based on power internet of things and processor

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
江苏电网电能质量评估方法及应用;韦永忠等;《江苏电机工程》;20110930;第30卷(第5期);第1-4页

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111413594A (en) * 2019-12-10 2020-07-14 王纪旋 Accurate positioning method for electricity stealing

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