I. Introduction
The insulation issues of transformers have received continuous attention for the irreplaceable role of transformers in power system [1], [2], [3]. Moisture has been recognized as the “enemy number one” for transformer insulation [4]. The moisture in the oil–paper insulation in the transformer not only comes from the external environment but also is an aging product of cellulose. The increase of moisture content in oil–paper insulation will reduce the dielectric strength [5], reduce the initial field strength of partial discharge [6], and shorten the insulation’s life [7], [8], [9].