Synchronization of batch trajectories using dynamic time warping

Abstract The application of dynamic time warping (DTW) to the analysis and monitoring of batch processes is presented. This dynamic‐programming‐based technique has been used in the area of speech recognition for the recognition of isolated and connected words. DTW has the ability to synchronize two trajectories by appropriately translating, expanding, and contracting localized segments within both trajectories to achieve a minimum distance …