Latent Variable Models and Big Data in the Process Industries

In the process industries Big Data has been around since the introduction of computer control systems, advanced sensors, and databases. Although process data may not really be BIG in comparison to other areas such as communications, they are often complex in structure, and the information that we wish to extract from them is often subtle.Multivariate latent variable regression models offer many unique properties that make them well suited for …