Multivariate analysis reduces product & process data to its essential dimensions which are much easier to visualize and interpret.
Quickly identify what’s really driving the variability among the hundreds or thousands of variables in your processes.
Aspen ProMV helps you find the real underlying sources of variation in production processes. Multivariate analysis converts the original set of input variables to a smaller set of latent variables. These latent variables are orthogonal pseudo-variables that are easier to analyze.
Map your operating
space from available plant data
Aspen ProMV exploits the tens of thousands of recorded “experiments” in your plant historian to develop a robust model of the process that can predict plant performance at different operating points.
Stabilize quality, yield and
Understand and remedy the causes of recurring process upsets. Find key patterns of movement in process variables that trigger undesirable outcomes. Insights gained often lead to significant operational improvements.
Persist these improvements via online multivariate monitoring
Sensitively detect and diagnose subtle shifts from optimal process operation. Aspen ProMV enables early, informed intervention by operations personnel.
- Quality deviation analysis
- Unit yield analysis
- Production capacity degradation analysis
- Offline multivariate analysis
- Online multivariate analysis
- Batch process variability analysis