Power distribution network data edge calculation model and distribution network equipment defect elimination auxiliary system and defect elimination method based on edge calculation model
An edge computing and power distribution network technology, applied in computing, data processing applications, computer components, etc., can solve problems such as time delays in distribution network equipment, reduce loss rates, improve efficiency and accuracy, and relieve pressure Effect
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Embodiment 1
[0081] A power distribution network data edge computing model, the steps of which include,
[0082] (1) Collect the status data of the distribution network equipment and obtain the data set
[0083] x n ={(x 1 ,y 1 ,...,z 1 ),(x 2 ,y 2 ,...,z 2 ),…,(x n ,y n ,...,z n )};
[0084] (2) Determination of the K value of the number of clusters
[0085] Set the coefficient a, the coefficient a is used as the convergence condition parameter of the cluster number K value, 0
[0086] (2.1) randomly in the data set X n Select an m point as the first cluster center
[0087] Indicates the first cluster center with point m as the starting point, where Represents point m as the first cluster center in the data set X n The value of , here is the value of the starting point m;
[0088] (2.2) In the data set X n , select the distance from the first cluster center The farthest point is used as the second cluster center The points that have been selected as the clus...
Embodiment 2
[0132] A power distribution network data edge computing model, the steps of which include,
[0133] (1) In order to briefly illustrate the specific implementation process in this embodiment, the real-time current (A) and real-time voltage (kV) parameters of the distribution network equipment are selected to obtain the data set X n ={X 1 (5.1,4.98),X 2 (5,5.07),X 3 (0.11,0),X 4 (0.01,0.01),X 5 (6.13,5.77), X 6 (6.3,5.77), X 7 (6.29,5.79)};
[0134] In the actual work process, according to the complexity of the power grid and the actual operating conditions of the power supply company, the state data that can be selected include real-time voltage, real-time current, voltage transformer, current transformer, switch opening and closing, relay protection switching, temperature; Among them, the real-time voltage selects the current value (unit A) when extracting data; the real-time voltage selects the voltage value (unit kV) when extracting data; the primary and secondary cur...
Embodiment 3
[0232] An auxiliary system for eliminating defects of distribution network equipment based on edge computing, including a distribution network equipment acquisition module and a distribution network communication module,
[0233] The distribution network equipment acquisition module includes a data acquisition unit, a location acquisition unit, a data storage unit and a data alarm unit,
[0234] The data collection unit collects the status data of the distribution network equipment;
[0235] The state data includes real-time voltage, real-time current, voltage transformer, current transformer, switch opening and closing, relay protection switching, temperature;
[0236] The location collection unit collects geographic location information data of the distribution network equipment;
[0237] The data alarm unit compares the status data and / or geographic location information data with preset data, and when the status data and / or geographic location information data exceeds the ...
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