Multivariate analysis and optimization of process variable trajectories for batch processes

A new methodology for analyzing batch and semi-batch process variable trajectories is proposed in this paper for process development and optimization. It is aimed at identifying trajectory features such as cumulative effects and time-specific effects of process variables on final product quality. A new pathway multi-block PLS algorithm, valid under the assumption of linear and additive effects, is proposed to efficiently incorporate information …