Abstract:
To show how quality control of data, statistics, Machine Learning, and Artificial Intelligence will
change Infrastructure Safety and Risk Management and Public Safety Forever is expected with
the RESTATE project. This work aims to develop methodologies and procedures to support
decision-making for the timely safety control of large infrastructures under operating
conditions. This project aims to address new methodologies based on Deep Learning to create
value in three main activities: quality control of monitoring data, analysis and interpretation of
the structural behaviour, and safety assessment.