CN113487132A - Distribution network post-disaster first-aid repair resource allocation method and device and computer equipment - Google Patents

Distribution network post-disaster first-aid repair resource allocation method and device and computer equipment Download PDF

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CN113487132A
CN113487132A CN202110614828.6A CN202110614828A CN113487132A CN 113487132 A CN113487132 A CN 113487132A CN 202110614828 A CN202110614828 A CN 202110614828A CN 113487132 A CN113487132 A CN 113487132A
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repair
node
emergency repair
idle
resource
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CN113487132B (en
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田妍
何嘉兴
方健
王红斌
林浩博
杨帆
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Guangzhou Power Supply Bureau of Guangdong Power Grid Co Ltd
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Guangzhou Power Supply Bureau of Guangdong Power Grid Co Ltd
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    • 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
    • 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
    • G06Q10/06316Sequencing of tasks or work
    • 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

Abstract

The application relates to a distribution network post-disaster rush repair resource allocation method, a distribution network post-disaster rush repair resource allocation device, computer equipment and a storage medium. The method comprises the following steps: acquiring fault node information and first-aid repair resource information; generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the fault node information and the emergency repair resource information; the flow directed graph comprises at least one first-aid repair operation path; determining the first-aid repair operation path with the largest total operation consumption time in each flow digraph respectively to obtain a key operation path corresponding to each idle first-aid repair resource; and distributing corresponding target emergency repair resources for the fault node based on the total operation time consumption of the key operation path corresponding to each idle emergency repair resource. By adopting the method, the efficiency of the post-disaster emergency repair operation of the power distribution network can be improved.

Description

Distribution network post-disaster first-aid repair resource allocation method and device and computer equipment
Technical Field
The application relates to the technical field of computers, in particular to a distribution network post-disaster rush repair resource allocation method and device, computer equipment and a storage medium.
Background
According to the requirement of constructing a tough power grid nowadays, the post-disaster repair and reconstruction capability of the power distribution network must be further enhanced. The distribution work of the emergency repair personnel of the existing power distribution network after a disaster still stays in a state of being simple and relying on manual scheduling, and the efficiency is not high.
Disclosure of Invention
In view of the foregoing, it is desirable to provide a power distribution network post-disaster emergency repair resource allocation method, device, computer device, and storage medium capable of improving emergency repair efficiency.
A distribution network post-disaster first-aid repair resource allocation method comprises the following steps:
acquiring fault node information and first-aid repair resource information; the fault node information comprises the node state and the node position of the fault node; the first-aid repair resource information comprises the moving speed, the position and the first-aid repair time consumption of at least one idle first-aid repair resource;
generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the fault node information and the emergency repair resource information; the flow directed graph comprises at least one first-aid repair operation path; each first-aid repair operation path is used for representing a first-aid repair operation process of the idle first-aid repair resources; the first-aid repair operation path has corresponding operation total time consumption;
determining the first-aid repair operation path with the largest total operation consumption time in each flow digraph respectively to obtain a key operation path corresponding to each idle first-aid repair resource;
distributing corresponding target emergency repair resources for the fault node based on the total operation time consumption of the key operation path corresponding to each idle emergency repair resource; the total operation time consumption of the key operation path corresponding to the target emergency repair resource is less than that of the key operation path corresponding to other emergency repair resources; and the other emergency repair resources are emergency repair resources except the target emergency repair resource in each idle emergency repair resource.
In one embodiment, if there are multiple failed nodes, allocating corresponding target emergency repair resources to the failed node based on the total operation time of the critical operation path corresponding to each idle emergency repair resource, where the allocating includes:
acquiring the importance degree of each fault node;
based on the importance degree, sequencing the fault nodes to obtain a fault node queue;
and based on the total operation time consumption of the key operation path corresponding to each idle emergency repair team, sequentially distributing corresponding target emergency repair resources for each fault node in the fault node queue until each fault node has the corresponding target emergency repair resources.
In one embodiment, the sorting the fault nodes based on the importance degree to obtain a fault node queue includes:
numbering the fault nodes according to the sequence of the importance degrees from high to low;
and determining the fault node queue based on the number of each fault node.
In one embodiment, the generating a flow directed graph of each idle emergency repair resource corresponding to the failure node according to the failure node information and the emergency repair resource information includes:
calculating the time consumed for moving the idle first-aid repair resource to the fault node based on the node position, the moving speed of the idle first-aid repair resource and the position of the idle first-aid repair resource;
acquiring the rush-repair time consumption of the idle rush-repair resources, and generating a flow directed graph of each idle rush-repair resource corresponding to the fault node based on the rush-repair time consumption, the moving time consumption and the node state of the fault node.
In one embodiment, the generating a flow directed graph of each idle repair resource corresponding to the failed node based on the repair time consumption, the move time consumption, and the node state of the failed node includes:
determining the idle first-aid repair resources from the first-aid repair work flow of the fault node according to the node state of the fault node;
and generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the emergency repair work flow, the emergency repair time consumption and the moving time consumption.
In one embodiment, after the step of allocating the corresponding target repair resource to the failed node, the method further includes:
and recording the target emergency repair resource as a busy emergency repair resource.
In one embodiment, the idle emergency repair resource is an idle emergency repair team, and after the step of allocating a corresponding target emergency repair resource to the failed node based on the total operation time consumption of the critical operation path corresponding to each idle emergency repair resource, the method includes:
generating a fault node first-aid repair instruction according to the node state of the fault node and the node position of the fault node;
and sending the emergency repair instruction of the fault node to a target emergency repair team corresponding to the fault node so as to indicate the target emergency repair team to go to the node position to carry out emergency repair operation on the fault node.
The utility model provides a distribution network emergency repair resource distribution device after-disaster, the device includes:
the acquisition module is used for acquiring fault node information and emergency repair resource information; the fault node information comprises the node state and the node position of the fault node; the first-aid repair resource information comprises the moving speed, the position and the first-aid repair time consumption of at least one idle first-aid repair resource;
the generating module is used for generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the fault node information and the emergency repair resource information; the flow directed graph comprises at least one first-aid repair operation path; each first-aid repair operation path is used for representing a first-aid repair operation process of the idle first-aid repair resources; the first-aid repair operation path has corresponding operation total time consumption;
the determining module is used for determining the first-aid repair operation path with the largest total operation consumption in each flow directed graph respectively to obtain the key operation path corresponding to each idle first-aid repair resource;
the allocation module is used for allocating corresponding target emergency repair resources to the fault node based on the total operation time consumption of the key operation path corresponding to each idle emergency repair resource; the total operation time consumption of the key operation path corresponding to the target emergency repair resource is less than that of the key operation path corresponding to other emergency repair resources; and the other emergency repair resources are emergency repair resources except the target emergency repair resource in each idle emergency repair resource.
A computer device comprising a memory storing a computer program and a processor implementing the steps of the method described above when executing the computer program.
A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the steps of the above-mentioned method.
According to the distribution method, the distribution device, the computer equipment and the storage medium for the power distribution network post-disaster emergency repair resources, the fault node information comprising the node state and the node position of the fault node and the emergency repair resource information comprising the moving speed, the position and the emergency repair time consumption of at least one idle emergency repair resource are obtained; generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the fault node information and the emergency repair resource information; the flow directed graph comprises at least one first-aid repair operation path; each first-aid repair operation path is used for representing the first-aid repair operation flow of the idle first-aid repair resources; the rush-repair operation path has corresponding operation total time consumption; determining the first-aid repair operation path with the largest total operation consumption time in each flow digraph respectively to obtain a key operation path corresponding to each idle first-aid repair resource; finally, distributing corresponding target emergency repair resources for the fault node based on the total operation time consumption of the key operation path corresponding to each idle emergency repair resource; the total operation time consumption of the key operation path corresponding to the target emergency repair resource is less than that of the key operation path corresponding to other emergency repair resources; therefore, the position relation between the emergency repair resources and the fault node can be fully considered when the corresponding emergency repair resources are distributed for the fault node, so that the emergency repair resources which are in a busy state and are close to the fault node are also distributed at a follow-up opportunity, the time consumed when the target emergency repair resources move to the fault node is reduced, the time length of emergency repair work is further shortened to a certain extent, the emergency repair work efficiency is improved, and the disaster damage is reduced.
Drawings
FIG. 1 is a diagram of an application environment of a method for allocating power distribution network emergency repair resources in an embodiment;
FIG. 2 is a schematic flow chart illustrating a method for allocating power distribution network emergency repair resources in one embodiment;
FIG. 3 is a flow diagram of a first-aid repair resource allocation in one embodiment;
FIG. 4 is a directed graph of a first-aid repair workflow in one embodiment;
FIG. 5 is a mathematical abstraction flow directed graph in one embodiment;
FIG. 6 is a flow diagram illustrating a first-aid repair of a target emergency repair team according to an embodiment;
FIG. 7 is a diagram illustrating a method for allocating power distribution network emergency repair resources in another embodiment;
FIG. 8 is a block diagram illustrating an exemplary embodiment of a distribution network post-disaster repair resource allocation apparatus;
FIG. 9 is a diagram illustrating an internal structure of a computer device according to an embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.
The distribution network post-disaster emergency repair resource allocation method can be applied to the application environment shown in fig. 1. The server 110 obtains fault node information and first-aid repair resource information; the fault node information comprises the node state and the node position of the fault node; the first-aid repair resource information comprises the moving speed, the position and the first-aid repair time consumption of at least one idle first-aid repair resource; the server 110 generates a flow directed graph of the fault node corresponding to each idle emergency repair resource according to the fault node information and the emergency repair resource information; the flow directed graph comprises at least one first-aid repair operation path; each first-aid repair operation path is used for representing the first-aid repair operation flow of the idle first-aid repair resources; the rush-repair operation path has corresponding operation total time consumption; the server 110 determines the first-aid repair operation path with the largest total operation consumption time in each flow directed graph respectively to obtain the key operation path corresponding to each idle first-aid repair resource; the server 110 allocates corresponding target emergency repair resources to the fault node based on the total operation time consumption of the key operation path corresponding to each idle emergency repair resource; the total operation time consumption of the key operation path corresponding to the target emergency repair resource is less than that of the key operation path corresponding to other emergency repair resources; and the other emergency repair resources are emergency repair resources except the target emergency repair resource in each idle emergency repair resource. In practical applications, the server 110 may be implemented by a stand-alone server or a server cluster composed of a plurality of servers.
In an embodiment, as shown in fig. 2, a method for allocating resources for emergency repair of a power distribution network after a disaster is provided, which is described by taking the method as an example applied to the terminal in fig. 1, and includes the following steps:
and step S210, acquiring fault node information and emergency repair resource information.
The fault node information comprises the node state and the node position of the fault node.
The first-aid repair resource information comprises the moving speed, the position and the first-aid repair time consumption of at least one idle first-aid repair resource.
The emergency repair resource may be an emergency repair team.
In the concrete implementation, when the emergency repair operation of the power distribution network after a disaster starts, the server acquires fault node information and emergency repair resource information. The server can specifically acquire the node state of the fault node;wherein the node state comprises the time delay of each operation link. Obtaining node position pos of failed nodeAAcquiring the moving speed v of an idle first-aid repair teamiPos at the positionBAnd time taken for first-aid repair ti
Step S220, generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the fault node information and the emergency repair resource information; the flow directed graph comprises at least one first-aid repair operation path; each first-aid repair operation path is used for representing the first-aid repair operation flow of the idle first-aid repair resources; the rush-repair work path has a corresponding total work time.
In the specific implementation, after the server obtains the fault node information and the emergency repair resource information, the server generates a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the fault node information and the emergency repair resource information.
Wherein, the flow directed graph comprises at least one first-aid repair operation path; each first-aid repair operation path is used for representing the first-aid repair operation flow of the idle first-aid repair resources; the rush-repair work path has a corresponding total work time.
And step S230, respectively determining the first-aid repair operation path with the maximum total operation consumption time in each flow directed graph to obtain the key operation path corresponding to each idle first-aid repair resource.
In the specific implementation, the server determines the first-aid repair operation path with the largest total operation consumption in each flow digraph respectively to obtain the key operation path corresponding to each idle first-aid repair resource.
Step S240, distributing corresponding target emergency repair resources for the fault node based on the total operation time consumption of the key operation path corresponding to each idle emergency repair resource; the total operation time consumption of the key operation path corresponding to the target emergency repair resource is less than that of the key operation path corresponding to other emergency repair resources; and the other emergency repair resources are emergency repair resources except the target emergency repair resource in each idle emergency repair resource.
In the specific implementation, the server allocates corresponding target emergency repair resources to the fault node based on the total operation time consumption of the key operation path corresponding to each idle emergency repair resource; the total operation time consumption of the key operation path corresponding to the target emergency repair resource is less than that of the key operation path corresponding to other emergency repair resources; and the other emergency repair resources are emergency repair resources except the target emergency repair resource in each idle emergency repair resource.
For example, the server numbers all failed nodes in order of importance. Then, the server makes a flow directed graph Gij corresponding to the fault node by each team aiming at the fault node with the highest importance degree in the fault node queue, then, the server traverses each flow directed graph Gij, finds out a target emergency repair resource corresponding to the fault node, namely the team corresponding to minGij, and outputs a corresponding distribution result. And then, the server continues to allocate corresponding target emergency repair resources to the fault node with the second importance degree in the fault node queue according to the mode until all the node allocation is completed and the emergency repair work is finished.
In the distribution method of the power distribution network post-disaster emergency repair resources, the information of the fault node including the node state and the node position of the fault node, and the information of the emergency repair resources including the moving speed, the position and the emergency repair time consumption of at least one idle emergency repair resource are obtained; generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the fault node information and the emergency repair resource information; the flow directed graph comprises at least one first-aid repair operation path; each first-aid repair operation path is used for representing the first-aid repair operation flow of the idle first-aid repair resources; the rush-repair operation path has corresponding operation total time consumption; determining the first-aid repair operation path with the largest total operation consumption time in each flow digraph respectively to obtain a key operation path corresponding to each idle first-aid repair resource; finally, distributing corresponding target emergency repair resources for the fault node based on the total operation time consumption of the key operation path corresponding to each idle emergency repair resource; the total operation time consumption of the key operation path corresponding to the target emergency repair resource is less than that of the key operation path corresponding to other emergency repair resources; therefore, the position relation between the emergency repair resources and the fault node can be fully considered when the corresponding emergency repair resources are distributed for the fault node, so that the emergency repair resources which are in a busy state and are close to the fault node are also distributed at a follow-up opportunity, the time consumed when the target emergency repair resources move to the fault node is reduced, the time length of emergency repair work is further shortened to a certain extent, the emergency repair work efficiency is improved, and the disaster damage is reduced.
In another embodiment, if there are multiple failed nodes, allocating corresponding target emergency repair resources to the failed node based on the total time consumption of the jobs of the critical job path corresponding to each idle emergency repair resource, including: acquiring the importance degree of each fault node; based on the importance degree, sequencing all fault nodes to obtain a fault node queue; and on the basis of the total operation time consumption of the key operation path corresponding to each idle first-aid repair team, sequentially distributing corresponding target first-aid repair resources for each fault node in the fault node queue until each fault node has the corresponding target first-aid repair resources.
In the specific implementation, if a plurality of fault nodes are provided, the server can acquire the importance degree of each fault node in the process of allocating corresponding target emergency repair resources to the fault node based on the total operation time of the key operation path corresponding to each idle emergency repair resource; then, the server can sort the fault nodes in the order from high to low based on the importance degree to obtain a fault node queue; and then, the server sequentially allocates corresponding target emergency repair resources to each fault node in the fault node queue based on the total operation time consumption of the key operation path corresponding to each idle emergency repair team until each fault node has the corresponding target emergency repair resources.
To facilitate understanding by those skilled in the art, fig. 3 provides a flow chart of emergency repair resource allocation; wherein, as shown in fig. 3, at the beginning of the emergency repair work, the server obtains the node state C of the failed nodeiAnd node position, and, moving speed v of idle repair resourcesiAnd position posiAnd so on. Then, the server numbers all the failed nodes in order of importance. Then, the server makes a flow directed graph G of each queue corresponding to the fault node aiming at the fault node with the highest importance degree in the fault node queueijThen, the server traverses each flow directed graph Gij, finds out the target emergency repair resource corresponding to the fault node, namely the team corresponding to minGij, and outputs the corresponding distribution result. And then, the server continues to allocate corresponding target emergency repair resources to the fault node with the second importance degree in the fault node queue according to the mode until all the node allocation is completed and the emergency repair work is finished.
According to the technical scheme of the embodiment, the importance degree of each fault node is obtained; based on the importance degree, sequencing all fault nodes to obtain a fault node queue; based on the total operation time consumption of the key operation paths corresponding to the idle first-aid repair teams, corresponding target first-aid repair resources are sequentially allocated to each fault node in the fault node queue until each fault node has the corresponding target first-aid repair resources, and therefore the idle first-aid repair resources are sequentially allocated to each fault node in the fault node queue according to the importance degree of each fault node.
In another embodiment, sorting the fault nodes based on the importance degree to obtain a fault node queue, including: numbering each fault node according to the sequence of the importance degree from high to low; and determining a fault node queue based on the number of each fault node.
In the specific implementation, the server can number each fault node according to the order of the importance degrees from high to low in the process of sequencing each fault node based on the importance degrees to obtain a fault node queue; then, the server creates a fault node queue based on the number of each fault node.
According to the technical scheme of the embodiment, each fault node is numbered according to the order of importance degree from high to low, and the fault node queue is determined based on the number of each fault node, so that the server can conveniently and sequentially allocate idle first-aid repair resources to each fault node in the fault node queue in the follow-up process.
In another embodiment, according to the failure node information and the first-aid repair resource information, generating a flow directed graph of the failure node corresponding to each idle first-aid repair resource, including: calculating the time consumed by moving the idle first-aid repair resource to the fault node based on the node position, the moving speed of the idle first-aid repair resource and the position of the idle first-aid repair resource; acquiring the rush-repair time consumption of the idle rush-repair resources, and generating a flow digraph of each idle rush-repair resource corresponding to a fault node based on the rush-repair time consumption, the mobile time consumption and the node state of the fault node.
Wherein, based on the node state of rush-repair consuming time, moving consuming time and fault node, generating a flow directed graph of each idle rush-repair resource corresponding to the fault node, including: determining an emergency repair work flow of idle emergency repair resources in a fault node according to the node state of the fault node; and generating a flow digraph of the fault node corresponding to each idle emergency repair resource according to the emergency repair work flow, the emergency repair time consumption and the moving time consumption.
In the specific implementation, in the process that the server generates the flow digraph of the fault node corresponding to each idle first-aid repair resource according to the fault node information and the first-aid repair resource information, the server can calculate the time consumed by moving the idle first-aid repair resource to the fault node based on the node position, the moving speed of the idle first-aid repair resource and the position of the idle first-aid repair resource; then, the server obtains the rush-repair time consumption of the idle rush-repair resources, and finally, the server determines the rush-repair work flow of the idle rush-repair resources in the fault node according to the node state of the fault node; and generating a flow digraph of the fault node corresponding to each idle emergency repair resource according to the emergency repair work flow, the emergency repair time consumption and the moving time consumption.
In view of the distribution network emergency repair management standard issued by a certain power company, a complete distribution network post-disaster repair can involve a large number of departments, wherein the main departments and the functions thereof are shown in table 1.
Figure BDA0003096965410000091
TABLE 1
As can be seen from the above table, in the first-aid repair work, there are quite a lot of departments involved, and therefore, a complicated process is necessary. The complex flow becomes the biggest barrier for preventing the high-efficiency first-aid repair work of the power distribution network after the disaster. According to the relevant regulations, one complete first-aid repair work is carried out through the following processes,
1. and (3) fault repair acceptance: after the repair hot line telephone sub-center of the marketing service operation and management center accepts the customer fault repair appeal, the fault condition is inquired in detail and the customer service quick response center is issued to perform response processing.
2. And (4) order receiving and dividing: after the relevant city bureau quick-response center receives the fault repair work order, the order receiving and dividing management or the order returning should be finished within three minutes respectively.
3. And (3) fault notification: and the emergency maintenance team receives the emergency maintenance instruction of the quick response center and acquires the fault occurrence information.
4. And (3) fault finding: the emergency maintenance team arrives at the site and reports arrival time, the fault is judged after the fault point is found, the fault reason, the power failure range, the power failure area and the predicted recovery time are reported to the quick response center personnel, and the quick response center personnel are responsible for timely inputting fault related information into the system.
5. Fault isolation: after the emergency repair personnel find out the cause of the fault, the fault should be isolated as soon as possible. The device belongs to equipment managed by dispatching, and a person on duty needs to be dispatched to issue a command, so that emergency repair personnel can perform switching operation and isolate faults.
6. And (4) permission work: the emergency maintenance team should fulfill the approval process according to the relevant regulations.
7. On-site first-aid repair: the emergency maintenance team handles the failure according to the relevant regulations. The simple fault is directly processed by first-aid repair first fleets; and the large-scale fault emergency repair of the distribution network is processed by informing the emergency repair second fleet by distribution network emergency repair commanders.
8. Reporting the result: after the fault is processed, rush repair personnel report to the quick response center, and the quick response center recovers to timely record information such as fault recovery power transmission time into the system.
9. And (3) power transmission recovery: for the equipment managed by the dispatching department, the dispatching is needed to issue an instruction, and the emergency repair personnel can recover the power transmission operation.
The above process can be represented by using a directed graph, and the obtained directed graph is shown in fig. 4.
Optimized point specified by actual power distribution network emergency repair work flow
According to the above department functions and the regulations of the process, it can be seen that the following points are very obvious and can be optimized in the process:
1. the number of departments involved in the process is extremely large, and although each work process is subjected to response time limitation, the number of work involved in the whole first-aid repair process is extremely large, so that the time delay between each step is long, and the work efficiency is reduced.
2. The whole fault flow lacks dynamic allocation and dynamic regulation, so that the distribution of workers is not flexible, and the phenomenon that some regions are lack of personnel, but other regions have idle personnel, can occur.
3. In the fault flow, only the first echelon and the second echelon of maintenance personnel are considered, no further optimization scheme is provided, so that a backup scheme for fault maintenance is insufficient, the capability of coping with emergency is poor, and personnel allocation problems can occur when coping with serious disasters.
Aiming at the optimizable points, the whole emergency repair process can be subjected to mathematical abstraction, the whole process is abstracted into a directed graph G, and each work is set as a uniform node piThe delay time required between every two jobs is set to ti. Wherein, tiAnd various parameters in the emergency repair work. An abstracted directed graph G is shown in fig. 5. Wherein the delay time t in FIG. 5iThe specific meanings of (A) are shown in the following Table 2,
Figure BDA0003096965410000111
TABLE 2
According to the above with respect to tiDefinition of (2), it can be found thatiThe calculation can be carried out by specific parameters in the emergency repair work, and expressions of ti and the parameters can be obtained as shown in table 2 (wherein the expression that Ci represents the time is not or less influenced by the outside, and is only influenced by the emergency repair sheetA constant controlled by the bit itself).
Figure BDA0003096965410000121
TABLE 3
As can be seen from the table, most of the delay times in the table are constant, and are specific values determined according to the unit specification and the specification, and the variable space is relatively small. The parameter which is mainly variable is t5And t10Namely, the time spent by the emergency repair team on the road and the actual repair time of the emergency repair team are variable, and the parameters become the key for optimizing the whole emergency repair process and are main optimization parameters. These two parameters will be mentioned repeatedly in the discussion that follows.
According to the technical scheme, the position relation between the emergency repair resources and the fault node can be fully considered when the corresponding emergency repair resources are distributed for the fault node, so that the emergency repair resources which are in a busy state and are close to the fault node are also distributed at a later stage, the time consumed when the target emergency repair resources move to the fault node is reduced, the time length of emergency repair work is further shortened to a certain extent, the emergency repair work efficiency is improved, and the disaster loss is reduced.
In another embodiment, the step of allocating corresponding target emergency repair resources to the failed node after the step of allocating corresponding target emergency repair resources to the failed node based on the total operation time of the critical operation path corresponding to each idle emergency repair resource includes: generating a fault node first-aid repair instruction according to the node state of the fault node and the node position of the fault node; and sending a fault node emergency repair instruction to a target emergency repair team corresponding to the fault node so as to indicate the target emergency repair team to go to the node position to carry out emergency repair operation on the fault node.
In the concrete implementation, the idle emergency repair resources are idle emergency repair teams, the server allocates corresponding target emergency repair resources for the fault node based on the total operation time of the key operation path corresponding to each idle emergency repair resource, and then the server can generate a fault node emergency repair instruction according to the node state of the fault node and the node position of the fault node. Then, the server can send the emergency repair instruction of the fault node to a target emergency repair team corresponding to the fault node so as to instruct the target emergency repair team to go to the node position to perform emergency repair operation on the fault node.
To facilitate understanding by those skilled in the art, fig. 6 also provides a rush-repair flow chart of a target rush-repair team; after receiving a fault node emergency repair instruction, a target emergency repair team marks the target emergency repair team as a busy emergency repair team by the server, meanwhile, the target emergency repair team goes to the fault node (for example, the ith node) to perform emergency repair on the ith node, and after the target emergency repair team finishes the emergency repair on the fault node, the target emergency repair team determines whether the instruction of the next fault node is received or not; and if the target rush-repair team receives the instruction of rush-repairing the next fault node, the target rush-repair team carries out rush-repair on the next fault node in front. And if the target emergency repair team does not receive the instruction of emergency repair of the next fault node, the target emergency repair team performs a standby state until receiving the command of continuing the emergency repair.
According to the technical scheme, the fault node rush-repair instruction is generated to the target rush-repair team by sending the node state based on the fault node and the node position of the fault node, and the aim of indicating the target rush-repair team to go to the node position in time to carry out rush-repair operation on the fault node is achieved.
In another embodiment, as shown in fig. 7, a method for allocating resources for emergency repair of a power distribution network after a disaster is provided, which is described by taking the method as an example for being applied to the terminal in fig. 1, and includes the following steps:
step S710, acquiring fault node information and first-aid repair resource information; the fault node information comprises the node state and the node position of the fault node; the first-aid repair resource information comprises the moving speed, the position and the first-aid repair time consumption of at least one idle first-aid repair resource.
Step S720, generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the fault node information and the emergency repair resource information; the flow directed graph comprises at least one first-aid repair operation path; each first-aid repair operation path is used for representing a first-aid repair operation process of the idle first-aid repair resources; the rush-repair work path has corresponding total work time consumption.
And step S730, respectively determining the first-aid repair operation path with the maximum total operation consumption time in each flow digraph to obtain the key operation path corresponding to each idle first-aid repair resource.
Step S740, if there are a plurality of failure nodes, obtaining the importance of each failure node.
And step S750, numbering each fault node according to the sequence of the importance degrees from high to low.
Step S760, determining the faulty node queue based on the number of each faulty node.
Step S770, sequentially allocating corresponding target emergency repair resources to each fault node in the fault node queue based on the total operation time consumption of the key operation path corresponding to each idle emergency repair team until each fault node has the corresponding target emergency repair resource; the total operation time consumption of the key operation path corresponding to the target emergency repair resource is less than that of the key operation path corresponding to other emergency repair resources; and the other emergency repair resources are emergency repair resources except the target emergency repair resource in each idle emergency repair resource.
And step S780, generating a fault node emergency repair instruction according to the node state of the fault node and the node position of the fault node.
And S790, sending the emergency repair instruction of the fault node to a target emergency repair team corresponding to the fault node so as to indicate the target emergency repair team to go to the node position to carry out emergency repair operation on the fault node.
The specific limitations of the above steps can be referred to the above specific limitations of the distribution network post-disaster repair resource allocation method.
It should be understood that although the steps in the flowcharts of fig. 2 and 7 are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least a portion of the steps of fig. 2 and 7 may include multiple steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, which are not necessarily performed in sequence, but may be performed in turn or alternately with other steps or at least a portion of the other steps or stages.
In one embodiment, as shown in fig. 8, there is provided a power distribution network post-disaster repair resource allocation apparatus, including:
an obtaining module 810, configured to obtain failure node information and first-aid repair resource information; the fault node information comprises the node state and the node position of the fault node; the first-aid repair resource information comprises the moving speed, the position and the first-aid repair time consumption of at least one idle first-aid repair resource;
a generating module 820, configured to generate a flow directed graph, where each idle emergency repair resource corresponds to the failed node, according to the failed node information and the emergency repair resource information; the flow directed graph comprises at least one first-aid repair operation path; each first-aid repair operation path is used for representing a first-aid repair operation process of the idle first-aid repair resources; the first-aid repair operation path has corresponding operation total time consumption;
a determining module 830, configured to determine, in each of the flow directed graphs, a first-aid repair work path with the largest total job consumption time to obtain a key work path corresponding to each of the idle first-aid repair resources;
an allocating module 840, configured to allocate, based on total operation time of the critical operation path corresponding to each idle emergency repair resource, a corresponding target emergency repair resource to the failed node; the total operation time consumption of the key operation path corresponding to the target emergency repair resource is less than that of the key operation path corresponding to other emergency repair resources; and the other emergency repair resources are emergency repair resources except the target emergency repair resource in each idle emergency repair resource.
In one embodiment, if there are multiple failed nodes, the allocating module 840 is specifically configured to obtain the importance of each failed node; based on the importance degree, sequencing the fault nodes to obtain a fault node queue; and based on the total operation time consumption of the key operation path corresponding to each idle emergency repair team, sequentially distributing corresponding target emergency repair resources for each fault node in the fault node queue until each fault node has the corresponding target emergency repair resources.
In one embodiment, the allocating module 840 is specifically configured to number the failed nodes in an order from high importance to low importance; and determining the fault node queue based on the number of each fault node.
In one embodiment, the generating module 820 is specifically configured to calculate time consumed for moving the idle emergency repair resource to the failed node based on the node position, the moving speed of the idle emergency repair resource, and the position of the idle emergency repair resource; acquiring the rush-repair time consumption of the idle rush-repair resources, and generating a flow directed graph of each idle rush-repair resource corresponding to the fault node based on the rush-repair time consumption, the moving time consumption and the node state of the fault node.
In one embodiment, the generating module 820 is specifically configured to determine, according to a node state of the failed node, that the idle repair resources are originated from a repair workflow of the failed node; and generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the emergency repair work flow, the emergency repair time consumption and the moving time consumption.
In one embodiment, the distribution network post-disaster emergency repair resource allocation device further includes: and the recording module is used for recording the target emergency repair resource as a busy emergency repair resource.
In one of them embodiment, idle salvage resource is idle salvagees team, distribution network emergency repair resource distribution device after the calamity still includes: the instruction generating module is used for generating a fault node emergency repair instruction according to the node state of the fault node and the node position of the fault node; and the sending module is used for sending the emergency repair instruction of the fault node to the target emergency repair team corresponding to the fault node so as to indicate the target emergency repair team to go to the node position to carry out emergency repair operation on the fault node.
For specific limitations of the distribution network post-disaster repair resource allocation device, reference may be made to the above limitations of the distribution network post-disaster repair resource allocation method, which is not described herein again. All modules in the distribution network post-disaster repair resource distribution device can be completely or partially realized through software, hardware and a combination of the software and the hardware. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
In one embodiment, a computer device is provided, which may be a server, and its internal structure diagram may be as shown in fig. 9. The computer device includes a processor, a memory, and a network interface connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The database of the computer equipment is used for storing distribution network post-disaster first-aid repair resource distribution data. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to realize the distribution method of the power distribution network post-disaster emergency repair resources.
Those skilled in the art will appreciate that the architecture shown in fig. 9 is merely a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects apply, as particular computing devices may include more or less components than those shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, a computer device is provided, which includes a memory and a processor, the memory storing a computer program, and the computer program, when executed by the processor, causes the processor to execute the steps of the power distribution network post-disaster recovery resource allocation method. The steps of the distribution network post-disaster repair resource allocation method may be steps in the distribution network post-disaster repair resource allocation method according to each embodiment.
In one embodiment, a computer readable storage medium is provided, which stores a computer program, and when the computer program is executed by a processor, the processor executes the steps of the distribution network post-disaster repair resource allocation method. The steps of the distribution network post-disaster repair resource allocation method may be steps in the distribution network post-disaster repair resource allocation method according to each embodiment.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database or other medium used in the embodiments provided herein can include at least one of non-volatile and volatile memory. Non-volatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical storage, or the like. Volatile Memory can include Random Access Memory (RAM) or external cache Memory. By way of illustration and not limitation, RAM can take many forms, such as Static Random Access Memory (SRAM) or Dynamic Random Access Memory (DRAM), among others.
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.

Claims (10)

1. A distribution network post-disaster rush repair resource allocation method is characterized by comprising the following steps:
acquiring fault node information and first-aid repair resource information; the fault node information comprises the node state and the node position of the fault node; the first-aid repair resource information comprises the moving speed, the position and the first-aid repair time consumption of at least one idle first-aid repair resource;
generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the fault node information and the emergency repair resource information; the flow directed graph comprises at least one first-aid repair operation path; each first-aid repair operation path is used for representing a first-aid repair operation process of the idle first-aid repair resources; the first-aid repair operation path has corresponding operation total time consumption;
determining the first-aid repair operation path with the largest total operation consumption time in each flow digraph respectively to obtain a key operation path corresponding to each idle first-aid repair resource;
distributing corresponding target emergency repair resources for the fault node based on the total operation time consumption of the key operation path corresponding to each idle emergency repair resource; the total operation time consumption of the key operation path corresponding to the target emergency repair resource is less than that of the key operation path corresponding to other emergency repair resources; and the other emergency repair resources are emergency repair resources except the target emergency repair resource in each idle emergency repair resource.
2. The method according to claim 1, wherein if there are a plurality of the failed nodes, allocating corresponding target emergency repair resources to the failed node based on total time consumed by the jobs of the critical job path corresponding to each of the idle emergency repair resources comprises:
acquiring the importance degree of each fault node;
based on the importance degree, sequencing the fault nodes to obtain a fault node queue;
and based on the total operation time consumption of the key operation path corresponding to each idle emergency repair team, sequentially distributing corresponding target emergency repair resources for each fault node in the fault node queue until each fault node has the corresponding target emergency repair resources.
3. The method of claim 1, wherein said sorting each of the failed nodes based on the importance level to obtain a failed node queue comprises:
numbering the fault nodes according to the sequence of the importance degrees from high to low;
and determining the fault node queue based on the number of each fault node.
4. The method of claim 1, wherein the generating a flow directed graph of each idle emergency repair resource corresponding to the failed node according to the failed node information and the emergency repair resource information comprises:
calculating the time consumed for moving the idle first-aid repair resource to the fault node based on the node position, the moving speed of the idle first-aid repair resource and the position of the idle first-aid repair resource;
acquiring the rush-repair time consumption of the idle rush-repair resources, and generating a flow directed graph of each idle rush-repair resource corresponding to the fault node based on the rush-repair time consumption, the moving time consumption and the node state of the fault node.
5. The method of claim 4, wherein generating a flow directed graph of each idle repair resource corresponding to the failed node based on the repair time, the movement time, and the node status of the failed node comprises:
determining the idle first-aid repair resources from the first-aid repair work flow of the fault node according to the node state of the fault node;
and generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the emergency repair work flow, the emergency repair time consumption and the moving time consumption.
6. The method of claim 1, wherein after the step of allocating corresponding target repair resources for the failed node, the method further comprises:
and recording the target emergency repair resource as a busy emergency repair resource.
7. The method of claim 1, wherein the idle emergency repair resources are idle emergency repair teams, and after the step of allocating corresponding target emergency repair resources to the failed node based on the total operation time of the critical operation path corresponding to each of the idle emergency repair resources, the method comprises:
generating a fault node first-aid repair instruction according to the node state of the fault node and the node position of the fault node;
and sending the emergency repair instruction of the fault node to a target emergency repair team corresponding to the fault node so as to indicate the target emergency repair team to go to the node position to carry out emergency repair operation on the fault node.
8. The utility model provides a distribution network emergency repair resource distribution device after disaster which characterized in that, the device includes:
the acquisition module is used for acquiring fault node information and emergency repair resource information; the fault node information comprises the node state and the node position of the fault node; the first-aid repair resource information comprises the moving speed, the position and the first-aid repair time consumption of at least one idle first-aid repair resource;
the generating module is used for generating a flow directed graph of each idle emergency repair resource corresponding to the fault node according to the fault node information and the emergency repair resource information; the flow directed graph comprises at least one first-aid repair operation path; each first-aid repair operation path is used for representing a first-aid repair operation process of the idle first-aid repair resources; the first-aid repair operation path has corresponding operation total time consumption;
the determining module is used for determining the first-aid repair operation path with the largest total operation consumption in each flow directed graph respectively to obtain the key operation path corresponding to each idle first-aid repair resource;
the allocation module is used for allocating corresponding target emergency repair resources to the fault node based on the total operation time consumption of the key operation path corresponding to each idle emergency repair resource; the total operation time consumption of the key operation path corresponding to the target emergency repair resource is less than that of the key operation path corresponding to other emergency repair resources; and the other emergency repair resources are emergency repair resources except the target emergency repair resource in each idle emergency repair resource.
9. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor, when executing the computer program, implements the steps of the method of any of claims 1 to 7.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 7.
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