CN106951987B - More fire point power grid risk matrixes increase null transformation Quick rescue method and system - Google Patents

More fire point power grid risk matrixes increase null transformation Quick rescue method and system Download PDF

Info

Publication number
CN106951987B
CN106951987B CN201710140698.0A CN201710140698A CN106951987B CN 106951987 B CN106951987 B CN 106951987B CN 201710140698 A CN201710140698 A CN 201710140698A CN 106951987 B CN106951987 B CN 106951987B
Authority
CN
China
Prior art keywords
fire
mrow
risk
extinguishing equipment
fire extinguishing
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
CN201710140698.0A
Other languages
Chinese (zh)
Other versions
CN106951987A (en
Inventor
陆佳政
简洲
郭俊
方针
李波
徐勋建
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.)
State Grid Corp of China SGCC
State Grid Hunan Electric Power Co Ltd
Disaster Prevention and Mitigation Center of State Grid Hunan Electric Power Co Ltd
Hunan Xiangdian Test Research Institute Co Ltd
Original Assignee
State Grid Corp of China SGCC
State Grid Hunan Electric Power Co Ltd
Disaster Prevention and Mitigation Center of State Grid Hunan Electric Power Co Ltd
Hunan Xiangdian Test Research Institute Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by State Grid Corp of China SGCC, State Grid Hunan Electric Power Co Ltd, Disaster Prevention and Mitigation Center of State Grid Hunan Electric Power Co Ltd, Hunan Xiangdian Test Research Institute Co Ltd filed Critical State Grid Corp of China SGCC
Priority to CN201710140698.0A priority Critical patent/CN106951987B/en
Publication of CN106951987A publication Critical patent/CN106951987A/en
Application granted granted Critical
Publication of CN106951987B publication Critical patent/CN106951987B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/04Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G06Q10/047Optimisation of routes or paths, e.g. travelling salesman problem
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0631Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/06Electricity, gas or water supply
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E40/00Technologies for an efficient electrical power generation, transmission or distribution
    • Y02E40/70Smart grids as climate change mitigation technology in the energy generation sector
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S10/00Systems supporting electrical power generation, transmission or distribution
    • Y04S10/50Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications

Abstract

The present invention relates to electrical engineering and computer processing technology field, discloses a kind of more fire point power grid risk matrixes and increases null transformation Quick rescue method and system, quickly and accurately to formulate the optimal emergent allotment strategy of power network fire extinguishing equipment.The present invention considers the global optimization of the relative position and fire extinguishing equipment path of fire point and fire extinguishing equipment under more fire point situations, and the optimization problem of emergency management and rescue is converted into fire extinguishing equipment and the Optimum Matching problem of mountain fire disaster, increase null transformation by risk Metrics to solve, and the solution of the element On The Choice due to risk Metrics before and after null transformation is increased is identical, so that increasing null transformation meets scientific requirement, so as to quickly and accurately obtain the theoretical optimal solution in fire extinguishing equipment emergency management and rescue path under mountain fire disaster;And then it is capable of the optimal dispatching strategy of rapid development fire extinguishing equipment, it is preferably minimized grid loss;Therefore played an important role to instructing fire extinguishing equipment to implement optimal power network mountain fire rescue, reducing grid loss.

Description

More fire point power grid risk matrixes increase null transformation Quick rescue method and system
Technical field
The present invention relates to electrical engineering and computer processing technology field, more particularly to a kind of more fire point power grid risk matrixes Increase null transformation Quick rescue method and system.
Background technology
By the industrial or agricultural multifactor impacts such as fiery custom and weather, mountain fire disaster often breaks out simultaneously interior on a large scale, Cause a plurality of grid power transmission circuit while trip, serious threat power grid security.
When grid power transmission circuit nearby has mountain fire, it is necessary to arrange fire extinguishing equipment to put fire at once and implement fire extinguishing, to reduce A wide range of harm of the mountain fire disaster to power network.Adjusted when power network breaks out multiple fire points simultaneously, it is necessary to study optimal fire extinguishing and equip With scheme, the relative position for equipment of putting and put out a fire according to each fire, each fire extinguishing equipment is formulated to its fiery point for being best suitable for handling Place, the loss for making power network overall are preferably minimized.If carrying out optimizing using all different programs of enumerative technique traversal, can go out Existing dimension calamity, such as when having 50 fire points and 20 fire extinguishing equipments, share about 1.15 × 1032The possible scheme of kind, is unsatisfactory for The emergent demand of actual electric network.
Patent ZL201410191734.2 proposes the fire behavior signature analysis side of transmission line forest fire intelligent emergent disposal Method, this method obtain fiery point by calculating mountain fire fire point range index, analysis fire behavior feature, calculating vegetation condition index etc. Risk indicator, and for the difference of fire point degree of risk size, take different Disposal Measures, it is overall to consider Disposal Measures Optimization problem;Patent CN103942458A proposes transmission line of electricity emergency disposal intelligent optimization side under a wide range of mountain fire disaster Method, this method calculate the risk ranking of fire point with TOPSIS, and putting the different of risk size according to fire sequentially arranges to put out a fire, and does not examine Consider the global optimization problem of the relative position and fire extinguishing equipment path of fire point and fire extinguishing equipment under more fire point situations;Patent CN104915775A proposes transmission line of electricity risk assessment and Emergency decision method, this method under a kind of mountain fire disaster and calculated first The risk ranking of all fire points, then the big fiery point of priority handle risk priority, does not consider the maximization of overall disposal benefit.
The content of the invention
Present invention aims at disclosing a kind of more fire point power grid risk matrix to increase null transformation Quick rescue method and system, with Quickly and accurately formulate the optimal emergent allotment strategy of power network fire extinguishing equipment.
To achieve the above object, more fire point power grid risk matrixes increase null transformation Quick rescue method bag disclosed in the present embodiment Include:
Calculate the risk sum R by the fire point j all circuits influenceedj
Establish more fire point power network fire extinguishing equipment rescue Optimized models:Wherein, L is that power network is total Loss, M count for fire, EjBe fire point j to caused by power network loss, EjEqual to fiery point j risk sum RjWhen being burnt with fiery point j Between tjProduct;
Assuming that having N platforms fire extinguishing equipment and M fiery points, more fire are put into power network fire extinguishing equipment rescue Optimized model is converted to:
xij=0,1;I=1,2 ..., N;J=1,2 ..., M;
G is the rescue total revenue of fire extinguishing equipment;cijFor fire extinguishing equipment i fire fighting points j income;xijRepresent that fire extinguishing equipment i is rescued Fiery point j decision variable, xij=1 represents fire extinguishing equipment i fire fighting points j, xij=0 represents that fire extinguishing equipment i does not remove the point j that puts out a fire;Wherein, tijI follows are equipped to fiery point to be put out a fire when fire point j has fire extinguishing equipment i to go to rescue The time spent at j on road;tmaxNot put out a fire the maximum rescue time equipped when going to rescue as fire point j;
The more fire point power grid risk matrixes of construction are designated as D,Risk Metrics D is entered Row increases null transformation and obtains increasing null matrix E, the increasing null transformation include by by each row element subtract the row least member and Each column element subtract the two ways that the row least member is formed operated repeatedly it is N number of independent until occurring in matrix Untill 0 element, wherein, increase in row and column where 0 element independent in null matrix E refers to 0 element without other 0 elements;
All 0 elements in null matrix E will be increased and be changed into 1, all nonzero elements are changed into 0, and obtained new matrix is power network The decision matrix of fire extinguishing equipment rescue fire point, wherein element x in decision matrixij=1 represents fire extinguishing equipment i fire fighting points j, xij=0 Represent that fire extinguishing equipment i does not remove the point j that puts out a fire.
Optionally, the Risk Calculation process of any of the above-described circuit includes:
It is L to obtain by the circuit number that mountain fire threatens, and uses 0/1 ordered series of numbers conduct of the random number series maker generation length for L The failure combination of power network, normal operation is represented for 1, represents to trip for 0, and when having k 0 in failure combination, the failure is combined as k Weight failure combination;
Comprehensive stabilization of power grids margin index, power grid accident risk indicator and each failure combination of power networks risk index evaluation Under power grid risk R:
Wherein,For stabilization of power grids margin index, RaFor power grid accident risk indicator, RoFor power networks risk index;
Simulation is sampled to each heavy failure combination, in each simulation, if line tripping, the circuit is in this simulation In risk indicator be R;If the circuit does not trip, risk indicator of the circuit in this time simulation is 0;And
By stochastic simulation and constringent method or enumerative technique are verified, the risk that any circuit is combined in each heavy failure Index is converted to the risk of the respective lines finally influenceed by fiery point by weighted average.
Corresponding with the above method, a kind of more fire point power grid risk matrixes for performing the above method are also disclosed in the present embodiment Increase null transformation Quick rescue system.Optionally, present system includes:
Fire point and fire extinguishing equipment information statistical module:For obtaining position and the risk information of fire point, and fire extinguishing equipment Positional information;
Risk Metrics computing module:For calculating the risk Metrics of the different fire points of each fire extinguishing equipment rescue;
Risk Metrics increase null transformation module:For carrying out increasing null transformation to risk Metrics, power network fire extinguishing equipment rescue is obtained The decision matrix of fire point, so as to obtain more fire point optimal emergency management and rescue schemes of power grid risk.
To sum up, more fire point power grid risk matrixes disclosed in this invention increase null transformation Quick rescue method and system, consider The global optimization of the relative position and fire extinguishing equipment path of fire point and fire extinguishing equipment under more fire point situations, mathematical modeling is apparent, real It is high with value;The optimization problem of emergency management and rescue is converted into fire extinguishing equipment and the Optimum Matching problem of mountain fire disaster, constructs power network Risk Metrics, increase null transformation by risk Metrics and solve, and chosen and asked due to elements of the risk Metrics D before and after null transformation is increased The solution of topic is identical so that increases null transformation and meets scientific requirement, equipment of being put out a fire under mountain fire disaster is accurately obtained so as to fast, fast The theoretical optimal solution in emergency management and rescue path;And then it is capable of the optimal dispatching strategy of rapid development fire extinguishing equipment, grid loss drops To minimum;Therefore played an important role to instructing fire extinguishing equipment to implement optimal power network mountain fire rescue, reducing grid loss.
The present invention is further detailed explanation below.
Embodiment
Below in conjunction with specific embodiment, the present invention is described in detail, but the present invention can be defined by the claims and The multitude of different ways of covering is implemented.
Embodiment 1
The present embodiment discloses a kind of more fire point power grid risk matrixes and increases null transformation Quick rescue method, including:
Step S1, the risk sum R by the fire point j all circuits influenceed is calculatedj
In this step, optionally, the Risk Calculation process of any circuit includes:
It is L to obtain by the circuit number that mountain fire threatens, and uses 0/1 ordered series of numbers conduct of the random number series maker generation length for L The failure combination of power network, normal operation is represented for 1, represents to trip for 0, and when having k 0 in failure combination, the failure is combined as k Weight failure combination;
Comprehensive stabilization of power grids margin index, power grid accident risk indicator and each failure combination of power networks risk index evaluation Under power grid risk R:
Wherein,For stabilization of power grids margin index, RaFor power grid accident risk indicator, RoFor power networks risk index;
Simulation is sampled to each heavy failure combination, in each simulation, if line tripping, the circuit is in this simulation In risk indicator be R;If the circuit does not trip, risk indicator of the circuit in this time simulation is 0;And
By stochastic simulation and constringent method or enumerative technique are verified, the risk that any circuit is combined in each heavy failure Index is converted to the risk of the respective lines finally influenceed by fiery point by weighted average.
Wherein, in above-mentioned processing procedure, due to being difficult to further in the power grid risk caused by being combined in same failure Quantify the risk indicator of any circuit, therefore, in once simulating, the risk indicator of each circuit during same failure is combined The total power grid risk R being all set to caused by failure combination;And due to various failures combine under each circuit all follow it is same Treatment principle, therefore be all fair to the final process result of each circuit, it is ensured that the reliability of final result.
It will be understood by those of skill in the art that the risk for any circuit that above-mentioned calculating is influenceed by fiery point can also pass through Other method existing or leaved for development is replaced, and such a known technical ability for replacing with those skilled in the art, is not done herein Repeat.
Wherein,For stabilization of power grids margin index, according to document《EEAC and FASTEST》(Xue Yusheng, power system are automatic Change, 1998,22 (9):25-30) method calculates.
According to issued by the State Council《Electric power safety accident emergency is disposed and regulations of investigating》, State Grid Corporation of China promulgate 's《State Grid Corporation of China's security incident investigation code》Promulgated with Southern Power Grid Company《China Nanfang Grid Co., Ltd's electricity Power accident (event) investigates code》, the power grid accident order of severity is divided into eight grades, power grid accident risk indicator RaSuch as table 1 It is shown:
Table 1:
Provided according to evaluation of the national grid transport inspection department to transmission line of electricity, power networks risk index RoBy all jumps In brake cable road depending on highest voltage level, as shown in table 2:
Table 2:
Step S2, more fire point power network fire extinguishing equipment rescue Optimized models are established:Wherein, M is fire Points, EjBe fire point j to caused by power network loss, EjEqual to fiery point j risk RjWith fiery point j burning times tjProduct.
Step S3, assume there is N platforms fire extinguishing equipment and M fiery points, more fire are put into power network fire extinguishing equipment rescue Optimized model turns It is changed to:
xij=0,1;I=1,2 ..., N;J=1,2 ..., M;
G is the rescue total revenue of fire extinguishing equipment;cijFor fire extinguishing equipment i fire fighting points j income;xijRepresent that fire extinguishing equipment i is rescued Fiery point j decision variable, xij=1 represents fire extinguishing equipment i fire fighting points j, xij=0 represents that fire extinguishing equipment i does not remove the point j that puts out a fire;Wherein, tijI follows are equipped to fiery point to be put out a fire when fire point j has fire extinguishing equipment i to go to rescue The time spent at j on road;tmaxNot put out a fire the maximum rescue time equipped when going to rescue as fire point j;
Step S4, the more fire point power grid risk matrixes of construction are designated as D,To risk Matrix D carries out increasing null transformation and obtains increasing null matrix E, and the increasing null transformation is included by subtracting the row smallest element by each row element Element and each column element subtract the two ways that the row least member is formed and operated repeatedly until occurring N in matrix Untill individual 0 independent element, wherein, increase in row and column where 0 element independent in null matrix E refers to 0 element without other 0 yuan Element.
In the present embodiment, the Optimized model in solution procedure (3), it is equivalent to solve risk Metrics D element On The Choice: An element is chosen per a line in risk Metrics D, and does not have any two element to be in same row in selected element, target is Make taken element sum minimum.Assuming that the element that the i-th row jth arranges in risk matrix D is finally selected, then it represents that fire extinguishing equipment i The point j that puts out a fire should be removed.
What deserves to be explained is in the present embodiment, based on the characteristic for increasing null matrix so that the method in the present embodiment is only applicable It is more than or equal to assembling quantity in fire point quantity, and an equipment is only used for the specific distribution situation of a fire point fire fighting.
Step S5, all 0 elements in null matrix E will be increased and be changed into 1, all nonzero elements are changed into 0, and obtained new matrix is i.e. Put out a fire for power network and equip the decision matrix of rescue fire point, wherein element x in decision matrixij=1 represents fire extinguishing equipment i fire fighting point j, xij=0 represents that fire extinguishing equipment i does not remove the point j that puts out a fire.
In this step, the solution of the element On The Choice due to risk Metrics D before and after null transformation is increased is identical, therefore increases zero moment The solution of the corresponding element On The Choice for being exactly risk Metrics D in N number of independent neutral element location in battle array E, that is, step (3) solution of Optimized model in.
6 fire points are equipped as concrete scene with 3 fire extinguishings, and the typical case based on the above method is as follows:
(1), obtain current fire extinguishing equipment information (mainly positional information) and fire point information (including positional information with Risk information) difference is as shown in Table 3 and Table 4.
Table 3:
Fire extinguishing equipment Longitude Latitude
Fire extinguishing equipment 1 111 25
Fire extinguishing equipment 2 109 26
Fire extinguishing equipment 3 109 27
Table 4:
Fiery point Longitude Latitude Value-at-risk
Fire point 1 113.5 29.5 1
Fire point 2 112.5 28.5 2
Fire point 3 111.5 27.5 3
Fire point 4 110.5 26.5 4
Fire point 5 109.5 25.5 5
Fire point 6 108.5 24.5 6
(2), Optimized model can be expressed as:
Wherein, xij=0,1;I=1,2,3;J=1,2 ..., 6.
(3), obtaining more lower power grid risk matrixes of fire point is:
(4) increasing null transformation, is carried out to more lower power grid risk matrix Ds of fire point, obtaining increasing null matrix E is:
(5) all 0 elements in null matrix E, will be increased and be changed into 1, all nonzero elements are changed into 0, and obtained new matrix is The decision matrix X of power network fire extinguishing equipment rescue fire point:
Wherein xij=1 represents fire extinguishing equipment i fire fighting points j, xij=0 represents that fire extinguishing equipment i does not remove the point j that puts out a fire, therefore in example Fire extinguishing equipment emergency management and rescue path optimization scheme is under power network mountain fire disaster situation:Fire extinguishing equipment 1, which reduces internal heat, a little 5 puts out a fire, fire extinguishing dress Standby 2, which reduce internal heat, a little 6 puts out a fire, and fire extinguishing equipment 3, which reduces internal heat, a little 4 puts out a fire.Wherein, what the fire fighting scheme that this method is drawn was drawn with enumerative technique As a result it is consistent.Compare, if optimal emergency management and rescue scheme is solved using enumerative technique, it is necessary to calculate all 120 kinds it is possible Scheme;And the more fire point power grid risk matrixes for using this patent to propose increase null transformation Quick rescue method, it is only necessary to risk square Battle array carries out 3 conversion, and computational efficiency is greatly enhanced.And the present embodiment above method is particularly suitable for use in more fire point and more dresses With the data processing waited in complex scene, amount of calculation reduction is solved when 50 mountain fire fire are put with conditions of 20 fire extinguishing equipments To 1.25 × 105, the time is calculated on the super calculation platform of 130 TFlops/second less than 1 second, meets the requirement of online real-time.
Corresponding with the above method, a kind of more fire point power grid risks for being used to perform the above method are also disclosed in the present embodiment Matrix increases null transformation Quick rescue system.Optionally, the system includes:
Fire point and fire extinguishing equipment information statistical module:For obtaining position and the risk information of fire point, and fire extinguishing equipment Positional information;
Risk Metrics computing module:For calculating the risk Metrics of the different fire points of each fire extinguishing equipment rescue;
Risk Metrics increase null transformation module:For carrying out increasing null transformation to risk Metrics, power network fire extinguishing equipment rescue is obtained The decision matrix of fire point, so as to obtain more fire point optimal emergency management and rescue schemes of power grid risk.
To sum up, more fire point power grid risk matrixes disclosed in the present embodiment increase null transformation Quick rescue method and system, examine Consider the global optimization of the relative position and fire extinguishing equipment path of fire point and fire extinguishing equipment under more fire point situations, mathematical modeling is apparent, Practical value is high;The optimization problem of emergency management and rescue is converted into fire extinguishing equipment and the Optimum Matching problem of mountain fire disaster, construction electricity Net risk Metrics, increase null transformation by risk Metrics and solve, and because elements of the risk Metrics D before and after null transformation is increased is chosen The solution of problem is identical so that increases null transformation and meets scientific requirement, dress of being put out a fire under mountain fire disaster is accurately obtained so as to fast, fast The theoretical optimal solution in standby emergency management and rescue path;And then it is capable of the optimal dispatching strategy of rapid development fire extinguishing equipment, make grid loss It is preferably minimized;Therefore played an important role to instructing fire extinguishing equipment to implement optimal power network mountain fire rescue, reducing grid loss.
The preferred embodiments of the present invention are the foregoing is only, are not intended to limit the invention, for the skill of this area For art personnel, the present invention can have various modifications and variations.Within the spirit and principles of the invention, that is made any repaiies Change, equivalent substitution, improvement etc., should be included in the scope of the protection.

Claims (4)

1. a kind of more fire point power grid risk matrixes increase null transformation Quick rescue method, it is characterised in that including:
Calculate the risk sum R by the fire point j all circuits influenceedj
Establish more fire point power network fire extinguishing equipment rescue Optimized models:Wherein, L is the total loss of power network, M counts for fire, EjBe fire point j to caused by power network loss, EjEqual to fiery point j risk sum RjWith fiery point j burning times tj's Product;
Assuming that having N platforms fire extinguishing equipment and M fiery points, more fire are put into power network fire extinguishing equipment rescue Optimized model is converted to:
<mfenced open = "" close = ""> <mtable> <mtr> <mtd> <mrow> <mi>max</mi> <mi> </mi> <mi>G</mi> <mo>=</mo> <mi>max</mi> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>i</mi> <mo>=</mo> <mn>1</mn> </mrow> <mi>N</mi> </munderover> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>j</mi> <mo>=</mo> <mn>1</mn> </mrow> <mi>M</mi> </munderover> <msub> <mi>c</mi> <mrow> <mi>i</mi> <mi>j</mi> </mrow> </msub> <msub> <mi>x</mi> <mrow> <mi>i</mi> <mi>j</mi> </mrow> </msub> <mo>;</mo> </mrow> </mtd> <mtd> <mrow> <mfenced open = "{" close = ""> <mtable> <mtr> <mtd> <mrow> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>i</mi> <mo>=</mo> <mn>1</mn> </mrow> <mi>N</mi> </munderover> <msub> <mi>x</mi> <mrow> <mi>i</mi> <mi>j</mi> </mrow> </msub> <mo>&amp;le;</mo> <mn>1</mn> </mrow> </mtd> </mtr> <mtr> <mtd> <mrow> <munderover> <mo>&amp;Sigma;</mo> <mrow> <mi>j</mi> <mo>=</mo> <mn>1</mn> </mrow> <mi>M</mi> </munderover> <msub> <mi>x</mi> <mrow> <mi>i</mi> <mi>j</mi> </mrow> </msub> <mo>=</mo> <mn>1</mn> </mrow> </mtd> </mtr> </mtable> </mfenced> <mo>;</mo> </mrow> </mtd> <mtd> <mrow> <msub> <mi>x</mi> <mrow> <mi>i</mi> <mi>j</mi> </mrow> </msub> <mo>=</mo> <mn>0</mn> <mo>,</mo> <mn>1</mn> <mo>;</mo> </mrow> </mtd> <mtd> <mrow> <mi>i</mi> <mo>=</mo> <mn>1</mn> <mo>,</mo> <mn>2</mn> <mo>,</mo> <mn>...</mn> <mo>,</mo> <mi>N</mi> <mo>;</mo> </mrow> </mtd> <mtd> <mrow> <mi>j</mi> <mo>=</mo> <mn>1</mn> <mo>,</mo> <mn>2</mn> <mo>,</mo> <mn>...</mn> <mo>,</mo> <mi>M</mi> <mo>;</mo> </mrow> </mtd> </mtr> </mtable> </mfenced>
G is the rescue total revenue of fire extinguishing equipment;cijFor fire extinguishing equipment i fire fighting points j income;xijRepresent fire extinguishing equipment i fire fighting points j Decision variable, xij=1 represents fire extinguishing equipment i fire fighting points j, xij=0 represents that fire extinguishing equipment i does not remove the point j that puts out a fire;Wherein, tijI follows are equipped to fiery point to be put out a fire when fire point j has fire extinguishing equipment i to go to rescue The time spent at j on road;tmaxNot put out a fire the maximum rescue time equipped when going to rescue as fire point j;
The more fire point power grid risk matrixes of construction are designated as D,Risk Metrics D is increased Null transformation obtains increasing null matrix E, and the increasing null transformation is included by subtracting the row least member and each by each row element Column element subtracts the two ways that the row least member is formed and operated repeatedly until occurring N number of independent 0 yuan in matrix Untill element, wherein, increase in row and column where 0 element independent in null matrix E refers to 0 element without other 0 elements;
All 0 elements in null matrix E will be increased and be changed into 1, all nonzero elements are changed into 0, and obtained new matrix is power network fire extinguishing The decision matrix of equipment rescue fire point, wherein element x in decision matrixij=1 represents fire extinguishing equipment i fire fighting points j, xij=0 represents Fire extinguishing equipment i does not remove the point j that puts out a fire.
2. more fire point power grid risk matrixes according to claim 1 increase null transformation Quick rescue method, it is characterised in that;Institute Stating the Risk Calculation process of any circuit includes:
It is L to obtain by the circuit number that mountain fire threatens, and it is L 0/1 ordered series of numbers as power network to use random number series maker to generate length Failure combination, represent normal operation for 1, represent to trip for 0, when having k 0 in failure combination, the failure be combined as k weights therefore Barrier combination;
Under comprehensive stabilization of power grids margin index, power grid accident risk indicator and each failure combination of power networks risk index evaluation Power grid risk R:
<mrow> <mi>R</mi> <mo>=</mo> <mfrac> <mrow> <mn>1</mn> <mo>-</mo> <msubsup> <mi>R</mi> <mn>0</mn> <mi>s</mi> </msubsup> </mrow> <mn>2</mn> </mfrac> <mo>+</mo> <msup> <mi>R</mi> <mi>a</mi> </msup> <mo>+</mo> <msup> <mi>R</mi> <mi>o</mi> </msup> <mo>;</mo> </mrow>
Wherein,For stabilization of power grids margin index, RaFor power grid accident risk indicator, RoFor power networks risk index;
Simulation is sampled to each heavy failure combination, in each simulation, if line tripping, the circuit is in this time simulation Risk indicator is R;If the circuit does not trip, risk indicator of the circuit in this time simulation is 0;And
By stochastic simulation and constringent method or enumerative technique are verified, the risk indicator that any circuit is combined in each heavy failure The risk of the respective lines finally influenceed by fiery point is converted to by weighted average.
It is quick that 3. a kind of more fire point power grid risk matrixes for being used to perform such as any methods described of claim 1 to 2 increase null transformation Rescue system.
4. more fire point power grid risk matrixes according to claim 3 increase null transformation Quick rescue system, it is characterised in that bag Include:
Fire point and fire extinguishing equipment information statistical module:For obtaining position and the risk information of fire point, and the position of fire extinguishing equipment Confidence ceases;
Risk Metrics computing module:For calculating the risk Metrics of the different fire points of each fire extinguishing equipment rescue;
Risk Metrics increase null transformation module:For carrying out increasing null transformation to risk Metrics, obtain power network fire extinguishing equipment and rescue fiery point Decision matrix, so as to obtain more fire point optimal emergency management and rescue schemes of power grid risk.
CN201710140698.0A 2017-03-10 2017-03-10 More fire point power grid risk matrixes increase null transformation Quick rescue method and system Active CN106951987B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710140698.0A CN106951987B (en) 2017-03-10 2017-03-10 More fire point power grid risk matrixes increase null transformation Quick rescue method and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710140698.0A CN106951987B (en) 2017-03-10 2017-03-10 More fire point power grid risk matrixes increase null transformation Quick rescue method and system

Publications (2)

Publication Number Publication Date
CN106951987A CN106951987A (en) 2017-07-14
CN106951987B true CN106951987B (en) 2017-12-15

Family

ID=59467220

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710140698.0A Active CN106951987B (en) 2017-03-10 2017-03-10 More fire point power grid risk matrixes increase null transformation Quick rescue method and system

Country Status (1)

Country Link
CN (1) CN106951987B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110493200B (en) * 2019-07-29 2021-06-01 电子科技大学 Industrial control system risk quantitative analysis method based on threat map

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004334760A (en) * 2003-05-12 2004-11-25 Shimizu Corp Fire risk evaluation system and method
CN101782977A (en) * 2009-01-15 2010-07-21 许建国 Optimal dispatch system and dispatch algorithm of emergency rescue goods and materials
CN203299984U (en) * 2013-06-21 2013-11-20 国家电网公司 Mountain fire on-line monitor system along power transmission line
CN103942458A (en) * 2014-05-13 2014-07-23 国家电网公司 Wide-range power transmission line forest fire emergency disposal optimization intelligent decision making method
CN103961825A (en) * 2014-05-08 2014-08-06 国家电网公司 Intelligent power transmission line mountain fire emergency disposal method based on fire behavior feature analysis
CN104463883A (en) * 2014-12-17 2015-03-25 国家电网公司 Method for evaluating forest fire spreading risk of power transmission channel

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004334760A (en) * 2003-05-12 2004-11-25 Shimizu Corp Fire risk evaluation system and method
CN101782977A (en) * 2009-01-15 2010-07-21 许建国 Optimal dispatch system and dispatch algorithm of emergency rescue goods and materials
CN203299984U (en) * 2013-06-21 2013-11-20 国家电网公司 Mountain fire on-line monitor system along power transmission line
CN103961825A (en) * 2014-05-08 2014-08-06 国家电网公司 Intelligent power transmission line mountain fire emergency disposal method based on fire behavior feature analysis
CN103942458A (en) * 2014-05-13 2014-07-23 国家电网公司 Wide-range power transmission line forest fire emergency disposal optimization intelligent decision making method
CN104463883A (en) * 2014-12-17 2015-03-25 国家电网公司 Method for evaluating forest fire spreading risk of power transmission channel

Also Published As

Publication number Publication date
CN106951987A (en) 2017-07-14

Similar Documents

Publication Publication Date Title
CN108108520B (en) A kind of transmission line of electricity damage to crops caused by thunder Risk Forecast Method based on Artificial neural network ensemble
CN109217296B (en) Power grid key node identification method based on weighted power flow entropy and voltage stability
WO2020083091A1 (en) Risk analysis method and system for power grid fault
CN107230015A (en) A kind of power distribution network toughness appraisal procedure based on system information entropy
CN106228305A (en) A kind of appraisal procedure of Lightning stroke Protection Measures for Over-Head Lines
CN105303020A (en) AHP-based method for natural disaster risk assessment of power grid
CN101800426A (en) Safety level evaluation method of power grid
CN107784401A (en) Transmission line lightning stroke methods of risk assessment based on grid stability
CN105871594A (en) Method for calculating important degrees of nodes of power communication network
Liang et al. System vulnerability analysis simulation model for substation subjected to earthquakes
CN108830475A (en) Electrical secondary system hidden failure appraisal procedure
CN104598725A (en) Evaluation method for power distribution network adaptability of distributed power supply after grid connection
CN108681800A (en) A kind of fortune inspection methods of risk assessment of distributed new access power distribution network
CN112529412A (en) Dynamic risk analysis method for hazardous chemical substance fire domino accident under multi-disaster coupling
CN107480915A (en) A kind of cloud model URBAN EARTHQUAKE endangers methods of risk assessment, equipment and storage device
CN106951987B (en) More fire point power grid risk matrixes increase null transformation Quick rescue method and system
CN106951618B (en) Multiple mountain fire faulty transmission line degree of risk layering rapid analysis method and system
CN106203833A (en) Power telecom network risk evaluating system
CN107274108B (en) Static game deployment method and system for power grid fire extinguishing equipment under forest fire prediction
CN115049270B (en) Power system risk assessment method considering network attack success probability of transformer substation
CN104134160A (en) Electric power system human factor reliability evaluation method based on CREAM model
CN104242260B (en) A kind of definite time protection setting optimization method based on risk indicator
CN104680431A (en) Reliability assessment method for intelligent substation secondary system
CN107330554A (en) Power network fire extinguishing equipment dynamic game emergency method and system under mountain fire disaster
CN106022663A (en) Risk assessment system for mountain fires approaching to transmission lines

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