Extracting Characteristics from Corrosion Surface of Carbon Steel Based on WPT and SVD

Abstract

In order to study the early corrosion behavior of marine carbon steel in electrolyzed ballast water, a novel approach for extracting feature of the corrosion morphology images was proposed using waveletpacket transform (WPT) and singularity value decomposition (SVD). The waveletpacket transform and the singularity value decomposition arithmetic were introduced. The characteristic parameters p₁and p₂ were defined based on the singular value characteristic vector. The intrinsic relations between the characteristic parameters and the corrosion behavior of marine carbon steel were discussed. It has been shown that the characteristic parameters can reveal the early corrosion behavior of marine carbon steel. The parameter p₁ reflects the corrosion rate of carbon steel, which is coincident with the evolution of corrosion weight loss, the larger characteristic parameter p₁, the larger corrosion weight loss and the higher corrosion rate. The parameter p₂ reflects the size and quantity of pitting corrosion, the larger characteristic parameter p₂, the larger and few pitting corrosion. Therefore the corrosion morphology can be identified by the characteristic parameters p₁and p₂ .