Monitoring multimode processes: a modified PCA algorithm with continual learning ability

Jingxin Zhang, Donghua Zhou, Maoyin Chen

For multimode processes, one generally establishes local monitoring models corresponding to local modes. However, the significant features of previous modes may be catastrophically…