Insulator equivalent salt density optical fiber test method based on particle swarm support vector machine
A technology of support vector machine and equivalent salt density, which is applied in the field of value salt density optical fiber detection and value salt density detection, can solve the problems of low efficiency, real-time online detection, etc., and avoid economic loss and the harsh environment of live measurement , reduce pollution flashover accidents, save manpower and material resources
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[0075] Example
[0076] Step 1: Install the inspection system that has been fully tested in the laboratory on a 110KV high-voltage transmission line. The insulator is a suspension glass insulator LXP-160. The on-site detection device detects the luminous flux attenuation at five different time points Φ 1 And environmental relative humidity RH, as shown in Table 1.
[0077] Table 1 The luminous flux attenuation at five different time points Φ 1 And relative humidity RH
[0078]
[0079] Attenuate the luminous flux Φ 1 , The relative humidity RH is transmitted to the management computer through wireless communication;
[0080] Step 2: Manage the attenuation of the received light flux of the computer Φ 1 And relative humidity RH data information, attenuation of luminous flux Φ 1 Perform normalization pretreatment according to the following formula to obtain the luminous flux attenuation Φ after normalization pretreatment 2 :
[0081] Φ 2 = β i - β o β i ...
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