Measurement and control devices
Mr Michael Maiwald
|Mr Wolfram Bremser||DE|
|Mr Feiyan GONG||CN|
|Mr Karl Molt||DE|
|Mr Peter Pergande||GB|
|Mr Takayoshi Sumi||JP|
|Mr James F. Tatera||US|
Title & Task
Chemometrics for process analytical technologies
The task ist to generate a Technical Report on this rapidly developing subject, which covers, a study into the pre-requisites of chemometric (exploratory) data analysis, an overview on common data analysis procedures for uni-, bi- and multi-variate data analysis, explanations of the basic principles and major application areas of the different methods as mentiones above, recommendations on the selection of an appropriate data analysis strategy.
These recommendations not covered earlier by other guidance documents on the topic are complemented by some advice on the validation of commercial (at the site of installation) and tailored software for process analytical purposes. Recommendations are given on available reference data sets for benchmarking of software implementing the data analysis methods covered (as far as available). Application examples are given.