“…Previous studies have delved into the corrosion process and monitoring technologies across various fields, aiming to provide a comprehensive overview [4,5]. These studies sought to assess corrosion initiation and progression by monitoring key factors influenced by corrosion onset, including physical appearance [6], alterations in electrochemical signals [7][8][9][10][11], specimen weight variations [12], structural deformation [13][14][15], alterations in wave propagation characteristics [16][17][18][19], and modifications in the biological corrosion environment [20]. Despite the accuracy of these corrosion monitoring methods, challenges persist, including pinpointing precise corrosion locations, detecting early-stage corrosion, determining corrosion depths, the dependence of data on monitoring environments, and cost-related challenges associated with required monitoring equipment.…”