Probabilistic assessment of time to cracking of concrete cover due to corrosion using semantic segmentation of imaging probe sensor data

• Main Authors: Ramani, Vasantha, Zhang, Limao, Kuang, Kevin Sze Chiang
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Civil engineering; Probabilistic Assessment; Corrosion
• Online Access: https://hdl.handle.net/10356/160753
• Institution: Nanyang Technological University

This paper presents a framework for segmentation of imaging probe corrosion sensor data using a deep learning algorithm and estimation of the remaining service life of the structure using the segmented data. The sensor consists of a sacrificial metal foil that is imaged using the optical probe and t...