Hybrid variable monitoring: An unsupervised process monitoring framework with binary and continuous variables

Min Wang, Donghua Zhou, Maoyin Chen

Traditional process monitoring methods, such as PCA, PLS, ICA, MD et al., are strongly dependent on continuous variables because most of them inevitably involve Euclidean or Mahala…