4th China International Youth Conference on Electrical Engineering (CIYCEE 2023)

143 / 2023-10-19 17:06:26

Non-destructive Testing Method for Breakdown Strength of XLPE Cable Insulation: Near-infrared Spectroscopy

cable insulation,cross-linked polyethylene,near-infrared spectroscopy,thermo-oxidative ageing,breakdown strength

4.High voltage and insulation technology > (1)、High voltage testing and measurement

With the rising demand for power cables due to the development of urbanization, it becomes more and more important for full overage sampling to prevent the cables with poor quality from the grid. However, the traditional testing methods are incompetent due to their long period and high cost. To address the problem, in this paper, the non-destructive testing method based on near-infrared (NIR) spectroscopy for breakdown strength of cross-linked polyethylene (XLPE) cable insulation was put forward. The NIR spectra of XLPE specimens with different ageing conditions were obtained and preprocessed by smoothing and second derivation. The competitive adaptive reweighted sampling (CARS) was employed to achieve dimensionality reduction and partial least squares regression (PLSR) was used to establish model for predicting the breakdown strength. The results illustrated that only 2.5% error was presented in the prediction. This work proposed a new method to achieve the non-destructive and accurate testing method for cable insulation.