Robust Fault Detection for Multimode Batch Processes using Structural Minimax Probability Machine

This work focus on investigating the robust Fault Detection (FD) issues for multimode batch processes subject to stochastic noises using structural minimax probability machine (SMPM) technique in data-driven framework and a fed-batch penicillin fermentation process is used as example here.