“…The distribution transformer has a large quantity and a wide range, directly facing the end users of power, and its safe operation is directly related to the reliability of the power supply [1] . The devices used for online monitoring of operational status in large power transformers are unsuitable for installation in distribution transformers due to their high cost, complex structure, and large volume [2], [3] . Therefore, it is necessary to adopt a detection method suitable for detecting the operational status of distribution transformers.…”