A power communication transmission network operation and maintenance auxiliary method
Through the failure analysis and optimization of the power communication transmission network, the problem of unknown fault location of the transmission node is solved, the reasonable allocation of resources and the optimization of the fault nodes are realized, and the operation and maintenance efficiency and network sustainability are improved.
Patent Information
- Application Number
- CN202411732680.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-29
- Publication Date
- 2025-08-19
- Estimated Expiration
- 2044-11-29
AI Technical Summary
The existing technology lacks the analysis of each transmission node in the power communication transmission network, and the specific fault location cannot be determined, resulting in low operation and maintenance efficiency, waste of resources and economic losses, and the inability to reasonably allocate resources to deal with faults in a timely manner, affecting the network's work efficiency and sustainable development.
By detecting the power data of each transmission node and the working data of the transmission link, analyzing the fault level and the number of connected terminal devices, formulating operation and maintenance plans and performing resource scheduling, and optimizing the fault transmission node.
It improves the operation and maintenance efficiency and work quality of the power communication transmission network, reduces maintenance costs, and ensures the sustainable development of the network.
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Figure CN119579155B_ABST
Abstract
Description
Technical Field
[0001] The present application relates to the technical field of power communication transmission network operation and maintenance, and in particular to a power communication transmission network operation and maintenance auxiliary method. Background Art
[0002] With the continuous expansion of the scale of the power system and the improvement of the level of intelligence, the equipment and communication nodes in the power communication transmission network are becoming more and more complex. At this time, the operation and maintenance of the power communication transmission network is becoming more and more difficult. Therefore, this application proposes a power communication transmission network operation and maintenance auxiliary method.
[0003] Existing technology, such as the invention application patent with announcement number CN117408669A, discloses an auxiliary method for the operation and maintenance of a power communication transmission network, including: obtaining and preprocessing operation data to obtain a first indicator set and a second indicator set; obtaining a first weight set corresponding to the first indicator set and a second weight set corresponding to the second indicator set; analyzing the first indicator set based on the support capability analysis rule and the first weight set to obtain a support capability score; analyzing the second indicator set based on the reliability analysis rule and the second weight set to obtain a reliability score; determining the power communication transmission network score through weighted summation based on the support capability score and the reliability score; formulating and implementing improvement measures based on the relationship between the power communication transmission network score and the score threshold, and outputting a communication transmission network score report. By performing support capability and reliability analysis on the communication transmission network, the network transmission efficiency of the communication transmission network can be significantly improved.
[0004] Regarding the above solution, there are the following technical problems: 1. The current technology lacks analysis of each transmission node in the power communication transmission network, and is unable to determine the specific fault location, resulting in the inability to carry out targeted operation and maintenance of the power communication transmission network, which in turn leads to reduced operation and maintenance efficiency and waste of resources, thus causing considerable economic losses to various industries.
[0005] 2. Current technology lacks analysis of the operation and maintenance priorities of each faulty transmission node, making it impossible to reasonably allocate resources and handle various power failures in a timely manner. At the same time, current technology also lacks further analysis of each faulty transmission node after the operation and maintenance is completed. The current technology ignores this aspect, resulting in the inability to optimize and adjust each faulty transmission node in a timely manner after the operation and maintenance is completed, which is not conducive to improving the subsequent work efficiency and quality of the power communication transmission network, nor is it conducive to the long-term sustainable development of the power communication transmission network. Summary of the Invention
[0006] The purpose of this application is to provide an auxiliary method for operation and maintenance of a power communication transmission network, which solves the problems existing in the background technology.
[0007] To solve the above technical problems, the present application adopts the following technical solution: The present application provides an auxiliary method for operation and maintenance of a power communication transmission network, step one, data detection: detecting the power data of each transmission node and the working data of the transmission link between each transmission node.
[0008] Step 2: Fault analysis: Perform fault analysis based on the detected power data of each transmission node and the working data of the transmission link between each transmission node, and then obtain each faulty transmission node and determine the fault level.
[0009] Step 3: Operation and maintenance plan analysis: Determine the operation and maintenance priority of each faulty transmission node based on its fault level and the number of connected terminal devices, and then formulate an operation and maintenance plan and perform resource scheduling.
[0010] Step 4: Node optimization: After the operation and maintenance is completed, optimize each faulty transmission node.
[0011] Preferably, the power data of each transmission node and the working data of each transmission path are detected, and the specific process is as follows: S1. When the power generation equipment generates power data, it is recorded as each power data, and the power transmission path with the shortest distance between the power generation equipment and the terminal equipment is obtained from the power communication transmission network, and each node in the transmission path is obtained, and each node is substituted into the node capacity model, and the capacity characteristic value of each transmission node is output. The capacity characteristic value contains data of -1 and 1. When the capacity characteristic value of a transmission node is 1, it is recorded as a transmission node, and the power data is transmitted through the node. When the capacity characteristic value of a transmission node is -1, it is not recorded as a transmission node, and the power data is not transmitted through the node.
[0012] S2. Obtain the adjacent node with the smallest straight-line distance to each transmission node with a capacity characteristic value of -1, record it as the first transit node, and obtain the capacity characteristic value of each first transit node. When the network characteristic value of the first transit node of a certain transmission node is 1, the first transit node replaces the transmission node. When the network characteristic value of the first transit node of a certain transmission node is -1, obtain the adjacent node with the second smallest straight-line distance to the transmission node and repeat the above steps until all transit nodes are replaced.
[0013] S3. Use the transmission path formed by the replaced transmission nodes as the first transmission path between the power generation device and the terminal device.
[0014] S4. Detect the transmission power of each transmission node in the first transmission path during the current cycle, and record it as the power data of each node; detect the delay and bandwidth utilization of the transmission link between each transmission node in the first transmission path during the current cycle, and record it as the working data of the transmission link between each transmission node.
[0015] Preferably, the fault analysis of each transmission node is performed to obtain each faulty transmission node. The specific process is as follows: based on the power data in the current detection cycle, the transmission power of each transmission node at each detection time point is extracted, and the working evaluation coefficient δ of each transmission node is obtained by analysis. i .
[0016] Based on the working data of the transmission links between each transmission node in the current detection cycle, the bandwidth utilization and delay of the transmission links between each transmission node at each detection time point are extracted and analyzed to obtain the working evaluation coefficient δ′ of each transmission link. i .
[0017] Based on the stability evaluation coefficient of each transmission node and the working evaluation coefficient of each transmission link, according to the calculation formula Analyze and obtain the fault assessment coefficient of each transmission node Wherein, i is the number of each node, i=1, 2, ... n, a1 and a2 represent the weight factor corresponding to the working evaluation coefficient and the weight factor corresponding to the working evaluation coefficient of each transmission link, respectively.
[0018] The fault assessment coefficient of each transmission node is compared with the transmission node fault assessment coefficient threshold. If the fault assessment coefficient of a transmission node is greater than or equal to the transmission node fault assessment coefficient threshold, the transmission node is judged to have a fault and is recorded as a faulty node; otherwise, the node is judged to have no fault and is recorded as a non-faulty node. Based on this, each faulty transmission node and each non-faulty node are obtained.
[0019] Preferably, the specific process of determining the level of each faulty transmission node is as follows: based on the fault assessment coefficient of each transmission node obtained by analysis, the position of each faulty transmission node is determined; when a transmission node fails, the node with the shortest distance from the faulty node is obtained, recorded as the auxiliary node of the faulty node, and substituted into the node capacity model; when the capacity characteristic value of the auxiliary node is 1, the auxiliary node is used to replace the faulty transmission node for power transmission, and the faulty transmission node is recorded as a secondary faulty transmission node; when the capacity characteristic value of the auxiliary node is -1, the auxiliary node is not used to replace the faulty transmission node for power transmission, and the faulty node is recorded as a primary faulty transmission node; accordingly, each secondary faulty transmission node and each primary faulty transmission node are obtained.
[0020] Preferably, the operation and maintenance priority of each faulty transmission node is determined according to the level of each faulty transmission node and the number of connected terminal devices. The specific process is as follows: the number of terminal devices connected to each secondary faulty transmission node F is obtained. i , and use the fault assessment coefficient of each secondary fault transmission node Substitute into the calculation formula: The analysis results show the operation and maintenance priority index χ of each secondary fault transmission node i ,in is the transmission node fault assessment coefficient threshold, ψ1 and ψ2 are the weight factors corresponding to the fault assessment coefficient of the secondary fault transmission node and the weight factors corresponding to the number of terminal devices connected to the fault node, respectively.
[0021] Obtain the operation and maintenance priority index of each secondary fault node, substitute it into the operation and maintenance evaluation model, and output the operation and maintenance characteristic value of each faulty transmission node. The operation and maintenance characteristic value contains data of -1 and 1. When the operation and maintenance characteristic value of a faulty transmission node is 1, the faulty transmission node is recorded as a primary operation and maintenance fault point, otherwise it is recorded as a secondary operation and maintenance fault point; and each primary faulty transmission node is recorded as a primary operation and maintenance fault point; based on this, each primary operation and maintenance fault point and each secondary operation and maintenance fault point are obtained.
[0022] Preferably, the operation and maintenance plan is formulated and resources are scheduled, and the specific process is as follows: for each first-level operation and maintenance fault point, an operation and maintenance team composed of various professionals is formed, and equipped with various types of operation and maintenance equipment and tools, and each professional is assessed regularly and various types of equipment and tools are inspected and repaired. When operating and maintaining a first-level operation and maintenance fault point, three or more professionals must work together.
[0023] For each secondary operation and maintenance fault point, an operation and maintenance team composed of staff with operation and maintenance experience will be formed, and equipped with various operation and maintenance equipment and tools. Relevant staff will take turns on duty. When performing operation and maintenance on the secondary operation and maintenance fault point, one or more staff members must work together.
[0024] Preferably, after the operation and maintenance is completed, each fault transmission node is optimized. The specific optimization process is as follows: B1. For each secondary fault transmission node, obtain its historical fault count and the straight-line distance to the corresponding auxiliary node, and comprehensively analyze to obtain the optimization evaluation coefficient γ of each fault transmission node. i , and substitute it into the node optimization model to analyze and obtain the optimized characteristic value of each fault transmission node. The optimized characteristic value contains two data: 1 and -1. When the optimized characteristic value of a fault transmission node is 1, the fault transmission node is optimized and recorded as the second-level fault point to be optimized. When the optimized characteristic value of a fault point is -1, the fault transmission node is not optimized and recorded as the second-level normal fault point. For each first-level fault transmission node, it is optimized and recorded as each first-level node to be optimized. Based on this, each second-level fault transmission node to be optimized, each second-level normal fault node and each first-level fault point to be optimized are obtained.
[0025] B2. For each secondary fault point to be optimized, each auxiliary node is updated to the corresponding transmission node, and each transmission node is updated to each auxiliary node. For each primary fault point to be optimized, a transmission node with a node capacity characteristic value of 1 is added in the position of its corresponding auxiliary node, and it is updated to the auxiliary node of the corresponding faulty transmission node.
[0026] The beneficial effects of the present application are: 1. The present application provides an auxiliary method for operation and maintenance of an electric power communication transmission network, which analyzes the power data of each transmission node and the working data of the transmission link between each transmission node, thereby obtaining each faulty transmission node, and then analyzing the auxiliary node of each faulty transmission node, thereby determining the fault level of each faulty transmission node, and comprehensively analyzing the number of terminal devices connected to each faulty transmission node to analyze its operation and maintenance priority, and then formulating different operation and maintenance plans for reasonable resource allocation, and adjusting and optimizing each faulty transmission node after the operation and maintenance is completed, thereby ensuring the sustainable development of the electric power communication transmission network.
[0027] 2. This application analyzes the power data of each transmission node in the power communication transmission network and the working data of the transmission links between each transmission node, and then obtains each faulty transmission node, providing a data basis for subsequent operation and maintenance plan analysis and node optimization.
[0028] 3. This application conducts a comprehensive analysis of the fault assessment coefficient of each faulty transmission node and the number of connected terminal devices, and then determines the operation and maintenance priority of each faulty node. Starting from the fault conditions of each faulty transmission node and its importance in power transmission, it rationally allocates resources, reduces maintenance costs, and also reduces the economic losses caused by power failures, while also ensuring the completeness and reliability of the operation and maintenance assistance method.
[0029] 4. This application improves the work efficiency and quality of the subsequent power communication transmission network to a certain extent by re-analyzing each faulty transmission node after the operation and maintenance is completed, and then adjusting each faulty transmission node and the corresponding auxiliary node, which is beneficial to the long-term sustainable development of the power transmission communication network. BRIEF DESCRIPTION OF THE DRAWINGS
[0030] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without any creative work.
[0031] Figure 1 The figure is a flowchart of the steps for implementing the application method. DETAILED DESCRIPTION
[0032] The following will be combined with the drawings in the embodiments of this application to clearly and completely describe the technical solutions in the embodiments of this application. Obviously, the embodiments described are only part of the embodiments of this application, not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by ordinary technicians in this field without making creative efforts are within the scope of protection of this application.
[0033] Reference Figure 1 As shown, the present application provides an auxiliary method for operation and maintenance of a power communication transmission network, comprising the following steps: Step 1, data detection: detecting the power data of each transmission node and the working data of each transmission link.
[0034] The specific process of detecting the power data of each transmission node and the working data of each transmission path is as follows: S1. When the power generation equipment generates power data, it is recorded as each power data, and the power transmission path with the shortest distance between the power generation equipment and the terminal equipment is obtained from the power communication transmission network, and each transmission node in the transmission path is obtained, and each transmission node is substituted into the node capacity model, and the capacity characteristic value of each transmission node is output. The capacity characteristic value includes data of -1 and 1. When the capacity characteristic value of a transmission node is 1, it is recorded as a transmission node, and the power data is transmitted through the node. When the capacity characteristic value of a transmission node is -1, it is not recorded as a transmission node, and the power data is not transmitted through the node.
[0035] S2. Obtain the adjacent node with the smallest straight-line distance to a transmission node with a capacity characteristic value of -1, record it as the first transit node, and obtain the capacity characteristic value of the first transit node. When the network characteristic value of the first transit node of the transmission node is 1, replace the transmission node with the first transit node. When the network characteristic value of the first transit node of the transmission node is -1, obtain the adjacent node with the second smallest straight-line distance to the transmission node and repeat the above steps until all transit nodes are replaced.
[0036] S3. Use the transmission path formed by the replaced transmission nodes as the first transmission path between the power generation device and the terminal device.
[0037] S4. Detect the transmission power of each transmission node in the first transmission path during the current cycle, and record it as the power data of each node; detect the delay and bandwidth utilization of the transmission link between each transmission node in the first transmission path during the current cycle, and record it as the working data of the transmission link between each transmission node.
[0038] It should be noted that power generation equipment includes thermal power generation equipment, wind power generation equipment, hydropower generation equipment and solar power generation equipment, etc.
[0039] It should be noted that terminal equipment includes hub substations in power grids, core computer rooms in communication networks, and distribution boxes in residential communities.
[0040] It should be noted that the power data and link working data of each node in each transmission path are uniformly detected by the regional power grid dispatching center, and the shortest transmission path between the power generation equipment and the terminal equipment is also obtained from the regional power grid dispatching center.
[0041] It should be noted that the expression of the node capacity model is Among them i represents the capacity characteristic value of the transmission node numbered i, y i Indicates the total amount of electricity that needs to be transmitted through the transmission node numbered i, y max Indicates the maximum amount of power allowed to pass through the transmission node.
[0042] It should be noted that the maximum amount of electricity allowed to pass through the transmission node is uniformly set by the regional power grid dispatching center.
[0043] It should be noted that when the capacity characteristic value of the transmission node is 1, it indicates that the transmission capacity of the transmission node has not reached the upper limit and transmission can continue; when the capacity characteristic value of the transmission node is -1, it indicates that the transmission capacity of the transmission node has reached the upper limit and transmission cannot continue.
[0044] Step 2: Fault analysis: Perform fault analysis based on the detected power data of each transmission node and the working data of the transmission link between each transmission node, and then obtain each faulty transmission node and determine the fault level.
[0045] In a specific example, the fault analysis of each transmission node is performed to obtain each faulty transmission node. The specific process is as follows: based on the power data in the current detection cycle, the transmission power of each transmission node at each detection time point is extracted, and the working evaluation coefficient δ of each transmission node is obtained by analysis. i .
[0046] Based on the working data of the transmission links between each transmission node in the current detection cycle, the bandwidth utilization and delay of the transmission links between each transmission node at each detection time point are extracted and analyzed to obtain the working evaluation coefficient δ′ of each transmission link. i .
[0047] Based on the stability evaluation coefficient of each transmission node and the working evaluation coefficient of each transmission link, according to the calculation formula Analyze and obtain the fault assessment coefficient of each transmission node Wherein, i is the number of each node, i=1, 2, ... n, a1 and a2 represent the weight factor corresponding to the working evaluation coefficient and the weight factor corresponding to the working evaluation coefficient of the transmission link, respectively.
[0048] The fault assessment coefficient of each transmission node is compared with the transmission node fault assessment coefficient threshold. If the fault assessment coefficient of a transmission node is greater than or equal to the transmission node fault assessment coefficient threshold, the transmission node is judged to have a fault and is recorded as a faulty node; otherwise, the node is judged to have no fault and is recorded as a non-faulty node. Based on this, each faulty transmission node and each non-faulty node are obtained.
[0049] It should be noted that the detection cycle is a period of time during which the power supply remains stable. The specific length of the cycle is determined by the staff, such as three hours or six hours.
[0050] It should be noted that the working evaluation coefficient of the transmission link between the i-th transmission node and the i-1-th node is denoted as δ′ i .
[0051] It should be noted that 0<a1<1, 0<a2<1, a1+a2=1.
[0052] It should be noted that the weight factors corresponding to the work evaluation coefficients of the nodes and the weight factors corresponding to the work evaluation coefficients of the transmission links between the nodes are obtained through factor analysis. First, the information of the spatial path attenuation of the work evaluation coefficients of each node and the work evaluation coefficients of the transmission links between the transmission nodes is condensed, and then the variance explanation rate after rotation is obtained. The weight is obtained by dividing the cumulative variance explanation rate.
[0053] It should be noted that factor analysis is a well-known technology. It is a multivariate statistical analysis method that starts from studying the internal dependencies of variables and reduces some variables with complex relationships to a few comprehensive factors; information concentration is expressed as calculating the median; the variance explanation rate is the amount of information extracted by the factor, and the variance explanation rate = characteristic root / total number of analysis items; the variance explanation rate after rotation is expressed as the variance explanation rate of the factor after maximum variance rotation.
[0054] It should be noted that the transmission node fault assessment coefficient threshold is the minimum value of the historical transmission node fault assessment coefficients.
[0055] In a specific example, the analysis obtains the working evaluation coefficient of each transmission node. The specific analysis process is as follows: the transmission power of each transmission node at each detection time point in the current detection cycle is Q iv , where v represents the number of each detection time point in the current cycle, v = 1, 2, ... k, according to the calculation formula: The work evaluation coefficient δ of each transmission node is obtained by analysis i , where k is the total number of detection time points in the current cycle, Q i(v-1)is the transmission power of the transmission node numbered i at the v-1th detection time point in the current cycle.
[0056] In a specific example, the analysis obtains the working evaluation coefficient of the transmission link between each transmission node. The specific analysis process is as follows: the bandwidth utilization rate and delay of the transmission link between each transmission node at each detection time point in the current detection period are respectively recorded as G iv and R iv , according to the calculation formula: The working evaluation coefficient δ′ of each transmission link in the current cycle is obtained by analysis i , where G i(v-1) and R i(v-1) They represent the standard bandwidth utilization and latency of the transmission links between transmission nodes respectively.
[0057] In a specific example, the level of each faulty transmission node is determined, and the specific process is as follows: the position of each faulty transmission node is determined based on the fault assessment coefficient of each transmission node obtained by analysis; when a transmission node fails, the node with the shortest distance from the faulty node is obtained, recorded as, and the auxiliary node of the faulty node is substituted into the node capacity model; when the capacity characteristic value of the auxiliary node is 1, the auxiliary node is used to replace the faulty transmission node for power transmission, and the faulty transmission node is recorded as a secondary faulty transmission node; when the capacity characteristic value of the auxiliary node is -1, the auxiliary node is not used to replace the faulty transmission node for power transmission, and the faulty node is recorded as a primary faulty transmission node; accordingly, each secondary faulty transmission node and each primary faulty transmission node are obtained.
[0058] It should be noted that the auxiliary node of each faulty transmission node is a node outside the first transmission path.
[0059] Step 3: Operation and maintenance plan analysis: Determine the operation and maintenance priority of each faulty transmission node based on its fault level and the number of connected terminal devices, and then formulate an operation and maintenance plan and perform resource scheduling.
[0060] In a specific example, the operation and maintenance priority of each faulty transmission node is determined according to the level of each faulty transmission node and the number of connected terminal devices. The specific process is as follows: the number of terminal devices connected to each secondary faulty transmission node F is obtained. i , and use the fault assessment coefficient of each secondary fault transmission node Substitute into the calculation formula: The operation and maintenance priority index χ of each secondary fault transmission node is obtained by analysis i ,in is the transmission node fault assessment coefficient threshold, ψ1 and ψ2 are the weight factors corresponding to the fault assessment coefficient of the secondary fault transmission node and the weight factors corresponding to the number of terminal devices connected to the fault node, respectively.
[0061] Obtain the operation and maintenance priority index of each secondary fault node, substitute it into the operation and maintenance evaluation model, and output the operation and maintenance characteristic value of each faulty transmission node. The operation and maintenance characteristic value contains data of -1 and 1. When the operation and maintenance characteristic value of a faulty transmission node is 1, the faulty transmission node is recorded as a primary operation and maintenance fault point, otherwise it is recorded as a secondary operation and maintenance fault point; and each primary faulty transmission node is recorded as a primary operation and maintenance fault point; based on this, each primary operation and maintenance fault point and each secondary operation and maintenance fault point are obtained.
[0062] It should be noted that, the more terminal devices a faulty transmission node is connected to, the more important the faulty transmission node is.
[0063] It should be noted that 0<ψ1<1, 0<ψ2<1, ψ1+ψ2=1.
[0064] It should be noted that the setting method of ψ1 and ψ2 is the same as that of a1 and a2, so it will not be repeated here.
[0065] It should be noted that the expression of the operation and maintenance evaluation model is in represents the operation and maintenance characteristic value of each secondary fault transmission node, χ i represents the operation and maintenance priority index of each secondary fault transmission node, χ max Indicates the threshold of the operation and maintenance priority index of a secondary faulty transmission node.
[0066] It should be noted that the operation and maintenance priority index of each historical secondary fault node is obtained from the regional power grid dispatching center, and the median is taken as the threshold of the operation and maintenance priority index of the secondary fault transmission node after normal distribution.
[0067] In a specific example, the operation and maintenance plan is formulated and resources are scheduled. The specific process is as follows: for each first-level operation and maintenance fault point, an operation and maintenance team composed of various professionals is formed, and equipped with various operation and maintenance equipment and tools. The professionals are assessed regularly and various equipment and tools are inspected and repaired. When performing operation and maintenance on the first-level operation and maintenance fault point, three or more professionals must work together.
[0068] For each secondary operation and maintenance fault point, an operation and maintenance team composed of staff with operation and maintenance experience will be formed, and equipped with various operation and maintenance equipment and tools. Relevant staff will take turns on duty. When performing operation and maintenance on the secondary operation and maintenance fault point, one or more staff members must work together.
[0069] It should be noted that professionals include electrical engineers, power communication engineers and high-voltage engineers, etc.
[0070] It should be noted that various types of operation and maintenance equipment and tools include multimeters, oscilloscopes, high-voltage generators and relay protection testers.
[0071] It should be noted that staff with operation and maintenance experience refers to staff who have participated in first-level operation and maintenance or second-level operation and maintenance work.
[0072] Step 4: Node optimization: After the operation and maintenance is completed, optimize each faulty transmission node.
[0073] In a specific example, after the operation and maintenance is completed, each fault transmission node is optimized. The specific optimization process is as follows: B1. For each secondary fault transmission node, its historical fault count and the straight-line distance from the corresponding auxiliary node are obtained, and the optimization evaluation coefficient γ of each fault transmission node is obtained through comprehensive analysis. i , and substitute it into the node optimization model to analyze and obtain the optimized characteristic value of each fault transmission node. The optimized characteristic value contains two data: 1 and -1. When the optimized characteristic value of a fault transmission node is 1, the fault transmission node is optimized and recorded as the second-level fault point to be optimized. When the optimized characteristic value of a fault point is -1, the fault transmission node is not optimized and recorded as the second-level normal fault point. For each first-level fault transmission node, it is optimized and recorded as each first-level node to be optimized. Based on this, each second-level fault transmission node to be optimized, each second-level normal fault node and each first-level fault point to be optimized are obtained.
[0074] B2. For each secondary fault point to be optimized, each auxiliary node is updated to the corresponding transmission node, and each transmission node is updated to each auxiliary node. For each primary fault point to be optimized, a transmission node with a node capacity characteristic value of 1 is added in the position of its corresponding auxiliary node, and it is updated to the auxiliary node of the corresponding faulty transmission node.
[0075] It should be noted that the auxiliary node numbered as the faulty transmission node i is recorded as the i-th auxiliary node.
[0076] It should be noted that the expression of the node optimization model is in represents the optimized eigenvalue of each secondary fault transmission node, γ i represents the optimization evaluation coefficient of each secondary fault transmission node, γ max Indicates the threshold of the optimization evaluation coefficient of the secondary fault transmission node.
[0077] It should be noted that the threshold value of the optimization evaluation coefficient of the secondary fault transmission node is the minimum value of the optimization evaluation coefficients of all secondary fault nodes in history.
[0078] In a specific example, the comprehensive analysis obtains the optimized evaluation coefficient γ of each faulty transmission node. iThe specific process is as follows: the number of historical failures of each secondary fault transmission node and the straight-line distance from the corresponding auxiliary node are recorded as Z i and T i , according to the calculation formula:
[0079] The optimized evaluation coefficient of each faulty transmission node is obtained through analysis, where Z′ and T′ represent the standard value of the number of faults of the faulty transmission node and the standard value of the distance from the corresponding auxiliary node, respectively. b1 and b2 represent the weight factor corresponding to the historical number of faults of the faulty node and the weight factor corresponding to the distance from the corresponding auxiliary node, respectively.
[0080] It should be noted that the number of failures of each transmission node is obtained from the regional power grid dispatching center, and the median of each failure number is normally distributed and recorded as the standard value of the secondary fault transmission node. Similarly, the standard value of the distance between the secondary fault transmission node and its corresponding auxiliary node is obtained.
[0081] It should be noted that 0<b1<1, 0<b2<1, b1+b2=1.
[0082] It should be noted that the setting method of b1 and b2 is the same as that of a1 and a2, so it will not be repeated here.
[0083] The present application provides an auxiliary method for operation and maintenance of an electric power communication transmission network. The method analyzes the power data of each transmission node and the working data of the transmission link between each transmission node to obtain each faulty transmission node, and then analyzes the auxiliary node of each faulty transmission node to determine the fault level of each faulty transmission node. The method also analyzes the operation and maintenance priority of each faulty transmission node based on the number of terminal devices connected to the node, and then formulates different operation and maintenance plans for reasonable resource allocation. After the operation and maintenance is completed, the method adjusts and optimizes each faulty transmission node to ensure the sustainable development of the electric power communication transmission network.
[0084] The above content is merely an example and explanation of the concept of the present application. Technicians in this technical field may make various modifications or additions to the described specific embodiments or replace them in a similar manner. As long as they do not deviate from the concept of the invention or exceed the scope defined in this application, they should all fall within the scope of protection of this application.
Claims
1. A power communication transmission network operation and maintenance auxiliary method, characterized in that: include: Step 1: Data detection: Detect the power data of each transmission node and the working data of the transmission link between each transmission node; The specific process of detecting the power data of each transmission node and the working data of the transmission link between each transmission node is as follows: S1. When power generation equipment generates power data, it is recorded as individual power data. The power transmission path with the shortest distance between the power generation equipment and the terminal equipment is obtained from the power communication transmission network. Each node in the transmission path is obtained, and each node is substituted into the node capacity model. The capacity characteristic value of each transmission node is output. The capacity characteristic value includes data of -1 and 1. When the capacity characteristic value of a transmission node is 1, it is recorded as a transmission node, and power data is transmitted through this node. When the capacity characteristic value of a transmission node is -1, it is not recorded as a transmission node, and power data is not transmitted through this node. S2. Obtain the adjacent node with the smallest straight-line distance to each transmission node with a capacity characteristic value of -1, record it as the first transit node, and obtain the capacity characteristic value of each first transit node. When the capacity characteristic value of the first transit node of a transmission node is 1, replace the transmission node with the first transit node. When the capacity characteristic value of the first transit node of a transmission node is -1, obtain the adjacent node with the second smallest straight-line distance to the transmission node. Repeat the above steps until all transit nodes are replaced. S3. Using the transmission path formed by the replaced transmission nodes as the first transmission path between the power generation device and the terminal device; S4. Detecting the amount of power transmitted by each transmission node in the first transmission path during the current cycle, and recording the amount as power data for each node; detecting the latency and bandwidth utilization of the transmission link between each transmission node in the first transmission path during the current cycle, and recording the amount as operating data for the transmission link between each transmission node; Step 2: Fault analysis: Perform fault analysis based on the detected power data of each transmission node and the working data of the transmission link between each transmission node, and then obtain each faulty transmission node and determine the fault level; Determine the fault level. The specific process is as follows: The location of each faulty transmission node is determined based on the fault assessment coefficient of each transmission node obtained by analysis. When a transmission node fails, the node with the shortest distance to the faulty transmission node is obtained and recorded as the auxiliary node of the faulty transmission node. The node is then substituted into the node capacity model. When the capacity characteristic value of an auxiliary node is 1, the auxiliary node is used to replace the faulty transmission node for power transmission, and the faulty transmission node is recorded as a secondary faulty transmission node. When the capacity characteristic value of an auxiliary node is -1, the auxiliary node is not used to replace the faulty transmission node for power transmission, and the faulty transmission node is recorded as a first-level faulty transmission node; accordingly, each second-level faulty transmission node and each first-level faulty transmission node are obtained; Step 3: Operation and maintenance plan analysis: Determine the operation and maintenance priority of each faulty transmission node based on its fault level and the number of connected terminal devices, and then formulate an operation and maintenance plan and perform resource scheduling; Step 4: Node optimization: After the operation and maintenance is completed, optimize each faulty transmission node.
2. The power communication transmission network operation and maintenance auxiliary method according to claim 1, characterized in that: The fault analysis is performed based on the detected power data of each transmission node and the working data of the transmission link between each transmission node, thereby obtaining each faulty transmission node. The specific process is as follows: Based on the power data in the current detection cycle, the transmission power of each transmission node at each detection time point is extracted and analyzed to obtain the working evaluation coefficient δ of each transmission node. i ; Based on the working data of the transmission links between each transmission node in the current detection cycle, the bandwidth utilization and delay of the transmission links between each transmission node at each detection time point are extracted and analyzed to obtain the working evaluation coefficient of each transmission link. Based on the working evaluation coefficient of each transmission node and the working evaluation coefficient of each transmission link, according to the calculation formula Analyze and obtain the fault assessment coefficient of each transmission node Where i is the number of each node, i = 1, 2, ... n, and They represent the weight factors corresponding to the work evaluation coefficients of the transmission nodes and the transmission link, respectively; Compare the fault assessment coefficient of each transmission node with the transmission node fault assessment coefficient threshold. If the fault assessment coefficient of a transmission node is greater than or equal to the transmission node fault assessment coefficient threshold, the transmission node is judged to have a fault and is recorded as a faulty transmission node. Otherwise, it is determined that the node has not failed, and the transmission node is recorded as a non-faulty transmission node; accordingly, each faulty transmission node and each non-faulty transmission node are obtained.
3. The power communication transmission network operation and maintenance auxiliary method according to claim 2, characterized in that: The analysis results in the working evaluation coefficient of each transmission node. The specific analysis process is as follows: The transmission power of each transmission node at each detection time point in the current detection cycle is recorded as Q iv , where v represents the number of each detection time point in the current cycle, v = 1, 2, ... k, according to the calculation formula: The work evaluation coefficient δ of each transmission node is obtained by analysis i , where k is the total number of detection time points in the current cycle, Q i(v-1) is the transmission power of the transmission node numbered i at the v-1th detection time point in the current cycle.
4. The power communication transmission network operation and maintenance auxiliary method according to claim 3, characterized in that: The analysis results in the working evaluation coefficient of the transmission link between each transmission node. The specific analysis process is as follows: The bandwidth utilization and delay of the transmission link between each transmission node at each detection time point in the current detection cycle are respectively denoted as G iv and R iv , according to the calculation formula: Analyze and obtain the working evaluation coefficient of each transmission link in the current cycle Among them G i(v-1) and R i(v-1) They represent the standard bandwidth utilization and latency of the transmission links between transmission nodes respectively.
5. The power communication transmission network operation and maintenance auxiliary method according to claim 4, characterized in that: The operation and maintenance priority of each faulty transmission node is determined based on the fault level and the number of connected terminal devices. The specific process is as follows: Get the number of terminal devices F connected to each secondary fault transmission node i , and use the fault assessment coefficient of each secondary fault transmission node Substitute into the calculation formula: The operation and maintenance priority index χ of each secondary fault transmission node is obtained by analysis i ,in is the transmission node fault assessment coefficient threshold, ψ1 and ψ2 are the weight factors corresponding to the fault assessment coefficient of the secondary fault transmission node and the weight factors corresponding to the number of terminal devices connected to the fault node, respectively; Obtain the operation and maintenance priority index of each secondary faulty transmission node, substitute it into the operation and maintenance evaluation model, and output the operation and maintenance characteristic value of each faulty transmission node. The operation and maintenance characteristic value contains data of -1 and 1. When the operation and maintenance characteristic value of a faulty transmission node is 1, the faulty transmission node is recorded as a primary operation and maintenance fault point, otherwise it is recorded as a secondary operation and maintenance fault point; Each first-level fault transmission node is recorded as each first-level operation and maintenance failure point; based on this, each first-level operation and maintenance failure point and each second-level operation and maintenance failure point are obtained.
6. The power communication transmission network operation and maintenance auxiliary method according to claim 5, characterized in that: The specific process of formulating an operation and maintenance plan and performing resource scheduling is as follows: For each first-level operation and maintenance fault point, an operation and maintenance team composed of various professionals is established and equipped with various operation and maintenance equipment and tools. Professionals are regularly evaluated and various equipment and tools are inspected and repaired. When operating and maintaining a first-level operation and maintenance fault point, three or more professionals must work together. For each secondary operation and maintenance fault point, an operation and maintenance team composed of staff with operation and maintenance experience will be formed, and equipped with various operation and maintenance equipment and tools. Relevant staff will take turns on duty. When performing operation and maintenance on the secondary operation and maintenance fault point, one or more staff members must work together.
7. The power communication transmission network operation and maintenance auxiliary method according to claim 6, characterized in that: After the operation and maintenance is completed, each faulty transmission node is optimized. The specific optimization process is as follows: B1. For each secondary fault transmission node, obtain its historical fault count and the straight-line distance to the corresponding auxiliary node, and comprehensively analyze to obtain the optimization evaluation coefficient γ of each fault transmission node i , and substitute it into the node optimization model to analyze and obtain the optimized characteristic value of each fault transmission node. The optimized characteristic value contains two data: 1 and -1. When the optimized characteristic value of a fault transmission node is 1, the fault transmission node is recorded as a second-level fault transmission node to be optimized, and the fault transmission node is optimized. When the optimized characteristic value of a fault transmission node is -1, the fault transmission node is recorded as a second-level normal fault transmission node and is not optimized. At the same time, each first-level fault transmission node is recorded as a first-level fault transmission node to be optimized. Based on this, each second-level fault transmission node to be optimized, each second-level normal fault transmission node, and each first-level fault transmission node to be optimized are obtained; B2. For each secondary failed transmission node to be optimized, update each auxiliary node to the corresponding transmission node, and update each transmission node to an auxiliary node; For each first-level faulty transmission node to be optimized, a transmission node with a node capacity characteristic value of 1 is added at the position of its corresponding auxiliary node, and is updated as the auxiliary node corresponding to the faulty transmission node.
8. The power communication transmission network operation and maintenance auxiliary method according to claim 7, characterized in that: The comprehensive analysis obtains the optimization evaluation coefficient γ of each fault transmission node i The specific process is as follows: The number of historical failures of each secondary fault transmission node and the straight-line distance from the corresponding auxiliary node are recorded as Z i and T i , according to the calculation formula: The optimized evaluation coefficient of each faulty transmission node is obtained through analysis, where Z′ and T′ represent the standard value of the number of faults of the faulty transmission node and the standard value of the distance from the corresponding auxiliary node, respectively. b1 and b2 represent the weight factor corresponding to the historical number of faults of the faulty transmission node and the weight factor corresponding to the distance from the corresponding auxiliary node, respectively.
Citation Information
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