Soft measurement based on data-driven models is widely used to predict key variables in process industry due to low cost and real-time capability. However, these models struggle with noisy datasets ...

Implementing I-P-O into your current projects can be a fast and visual way of understanding workflow. While it can seem daunting to adopt a new methodology, you don’t need to worry. Putting this ...

And that's the key," Lozano-Durán says. "When we add input variables, there is hidden information there about what you want to predict, and that information is what you need to extract. The quality of ...