I. Introduction
High-speed trains have developed rapidly due to their advantages of safety, reliability, high speed and strong applicability. The safe and reliable operation of high-speed trains is an important task of its core part train-set. Roof insulator plays an important role in ensuring the safe and reliable operation of train-set. The roof voltage level of high-speed train is relatively low, but there is still a large electric field in the local area with large voltage [1–3], which makes the insulator prone to failure during operation.