I. Introduction
Gas-insulated substations (GISs) have been widely put into operation in the power grid due to their high operational security and easy maintenance [1]–[4]. High-voltage (HV) circuit breakers (CBs), as a key equipment within the GIS, can quickly cutoff the fault current when the power system fails and prevent other electrical equipment from being damaged, thus ensuring the safe operation of the power grid [5], [6]. However, the on-site experimental data show that the allowed number of consecutive switching operations of the HV CBs in full capacity is around several tens, therefore it is of a large potential security risk after a long period of multiple switching operations [7]–[9]. With the advancement of today’s construction of ultrahigh-voltage projects, the voltage level of CBs continues to increase. Once the CB fails, it may not only damage the end-loaded transformers and lines but even cause serious equipment explosions [10]. Therefore, the stability of CBs is closely related to the safety of the power system, and a reliable condition assessment method is needed to detect early-stage defects in HV CBs.