Discover Chemometrics and Machine Learning methods applied to the process supervision

In-house sessions

Process Pulse® II or SIMCA-Online®

2 days

Researchers, scientists and engineers


This training session on multivariate data analysis is intended for people wishing to:

  • Learn the methods of Chemometrics and Machine Learning, applied to Process Monitoring (process supervision)
  • Be able to set up the Chemometrics tools of MSPC (Multivariate Statistical Process Control) and BSPC (Batch Statistical Process Control)
  • Learn how to use the studied data analysis software


During the training, the method principles are introduced by a geometric approach. Emphasis is placed on the practical use of the method and the interpretation of the results.

Application exercises are proposed for each method. The training can be held on various Chemometrics software: Process Pulse II® (Camo Analytics) or SIMCA-Online® (Umetrics Sartorius).

Need a specific training?

Our team study your request to offer you the most suitable and personalized training.



Data analysis for MSPC applications (continuous processes)

  • Objectives and different applications of MSPC
    • Process understanding
    • Process optimization
    • Process monitoring and fault detection
  • Theoretical principles and methodology
    • Projection methods on latent variables
    • Multivariate control charts
      • Application on data set and software


Data analysis for BSPC applications (process batchs)

  • Objectives and different applications of BSPC
  • Specificities and challenges of BSPC data
  • Theoretical principles and methodology
    • Different methods used
    • Advantages and disadvantages
      • Application on data set and software
formation analyse de donnees
Formation à la supervision de procédés et process monitoring

Our trainer team

Sandra Aubert

Data scientist and in charge of the training department

Sandra Aubert is a Chemometrician Engineer. Her experience of several years working for one of the major spectrometer manufacturers gives her …

Dr. Sébastien Preys

Project manager and trainer

Sebastien Preys a Doctor in Chemometrics and Engineer in the food industry. He has been project manager at Ondalys for more than 10 years. He has worked on many applications …

They talk about us

«Ondalys, a bridge between academic research and industry»

Milena VELEVA, Royal Canin - Mars Petcare

  • Elena HAGEMANN - Volker FROST
    Metrohm involved Ondalys in many of their advanced trainings on chemometrics. As everyone knows this is not a topic of high entertainment value but here Sylvie Roussel and her team made a big difference! The interactive exchange during the training, the stories told to draw the picture behind the data and the down to earth work sessions helped everyone to get a much better understanding of the topic. In particular we are very happy that our cooperation help a lot to achieve the goals of the trainings. All participants confirmed the positive impact and like to see more in future.
    Elena HAGEMANN - Volker FROST
    Metrohm Spectroscopy Group

Our expertise for the analysis of your data

With over 15 years of experience in data analysis applied to spectroscopic, analytical and sensory data, the experts in our teams support you at every stage of your projects.


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