I. Introduction
With the continuous optimization and development of the power grid, XLPE cables are widely used for their superior electrical properties [1–2]. However, the defects in the cable insulation will cause PD [3–4]. The degree of deterioration of cable insulation is closely related to the characteristic parameter of PD, so the insulation state of XLPE cables can be detected by PD experiment [5–6].