I. Introduction
Due TO remarkable advantages such as asynchronous interconnection of AC power networks and long-distance bulk power transmission, high voltage direct current (HVDC) system has been widely used [1]–[3]. Due to lengthy transmission lines, as well as complex terrain and weather conditions of transmission corridors, the fault probability of HVDC lines can be high [4]. Thus, it is critical to investigate HVDC line protection with satisfactory performance. At present, in most practical HVDC projects, the main protection for HVDC lines is traveling-wave based protection and differential under-voltage protection, while the backup protection principally includes under-voltage protection and current differential protection [5], [6]. Therein, the traveling wave front detection is difficult for high-impedance grounded faults. Besides, issues such as high sampling rate and complexity of setting the threshold still need to be addressed [7]. For differential under-voltage protection, the adaptability to fault resistance is poor [8]. Current differential protection is mainly used to identify high-impedance faults, yet a reasonable time delay needs to be set to avoid the influence of capacitive current during the fault transient, which results in its slow operating speed even up to 1.1 s [9].