Learning process patterns via multiple sequence alignment

Chenglin Zheng, Xi Chen, Tong Zhang, Nikolaos V. Sahinidis, Jeffrey J. Siirola

Abstract: Highlights•Flowsheets carry a wealth of design knowledge.•Learning from multiple process flowsheets can be done effectively with progressive string assignment algorithms.•Learning from a single flowsheet can be facilitated by graph decomposition.