LVM Course

MULTIVARIATE LATENT VARIABLE MODELING FOR PROCESS DESIGN AND OPERATION IMPROVEMENT COURSE

20-21 SEPTEMBER 2017

COURSE PROGRAMME

The participants will be introduced to the concept of “Latent Variable Modeling” (LVM). The syllabus is geared towards general concepts, and depending on time multiple advanced topics can be added. LVM is a data-driven modeling technique particularly useful to understand processes where acquired data is: abundant, complex, correlated and noisy. Basic knowledge of statistics, engineering principles, linear algebra and geometry are helpful to fully understand the concepts of this course.  

Course Instructor: Dr Salvador Garcia-Munoz, Engineering Advisor, Eli Lilly and Company. The course will take place in ACEX400, ACEX Building, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ.

To register for the LVM course please contact Miss Cristina Romano: c.romano@imperial.ac.uk