In power systems, surge arresters are essential devices that protect power equipment from overvoltage damage by releasing energy from lightning or operational overvoltages. However, during operation, arresters may experience performance degradation due to aging, moisture, damage, or external environmental factors, with abnormal increases in leakage current being a significant indicator. Therefore, real-time monitoring of arrester leakage current is of great significance.