This research project is intended to predict the occurrence of longitudinal cracks through processing of data logged by an instrumented mould. This information will be used to optimise casting conditions in order to minimize longitudinal cracking. It is intended to define conditions and to develop a quality control system to consistently produce wide slabs (2,4m) at casting speeds up to 1.5m/min, even for peritectic steels.