Intelligent detection and early warning method for user transformer
An intelligent detection and transformer technology, applied in the power field, can solve the problems of transformer three-phase load unbalance monitoring and early warning, incomplete monitoring system, power parameter monitoring, etc., to achieve the effect of improving operation conditions, avoiding output reduction, and ensuring safe operation.
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Embodiment 1
[0034] refer to figure 1 , which is an embodiment of the present invention, provides a user transformer intelligent detection and early warning method, including:
[0035] S1: Collect the operating parameters of the transformer and perform preprocessing; what needs to be explained is:
[0036] The operating parameters of the transformer include temperature and humidity, current and voltage;
[0037] Further, preprocessing the operating parameters of the transformer includes:
[0038] Perform data cleaning, data transformation and data set synthesis on the collected data;
[0039] Convert the data isolation of the data after the data set synthesis into a digital signal;
[0040] The feature data set obtained by normalizing the digital signal is:
[0041] Y∈{x*,y*,i*,u*}
[0042] Among them, x* represents the temperature value, y* represents the humidity ratio, i* represents the current value, and u* represents the voltage value.
[0043] S2: Compare the preprocessed data ...
Embodiment 2
[0070] This embodiment is another embodiment of the present invention. This embodiment is different from the first embodiment in that it provides a verification test of a user transformer intelligent detection and early warning method. In order to verify the technical effect adopted in this method, In this embodiment, a comparison test is carried out between the traditional technical solution and the method of the present invention, and the test results are compared by means of scientific demonstration, so as to verify the real effect of the method.
[0071] Traditional technical solutions: The monitoring and testing information is single, and most of the time requires manual testing with low automation, low accuracy and efficiency, and high cost, resulting in low safety and reliability of power equipment. In order to verify that this method has higher detection accuracy and efficiency than traditional methods. In this embodiment, the traditional manual detection method and th...
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