Data mining with Chemometrics / Pirouette. SVC Paper, 1999.
Deeply hidden statistical correlations uncovered by diagnostic tool
MJMcCann Consulting with CABishop
Chemometrics - A holistic approach to troubleshooting,
However, this can mean that interactions that are distanced from each other within the whole process are missed. The data used can include information on parts of the process that might normally not be included. If there is more than one supplier of raw materials, this information can be incorporated, as too could be data from an earlier wet coating process. Thus, this technique can be regarded as truly holistic in nature.
The use of chemometrics or multivariate analysis as data mining tools enables the whole process to be analysed at once. Using tools such as hierarchical cluster analysis and principal components analysis enable interactions to be identified and, if necessary, tested. This technique can be used on production processes, it is not exclusive to research, and it is not intrusive so that it is not disruptive to production.
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|Invitation. McCann can help if you have a
design or operational problem that needs some technical support that is outside your
team's experience, some quantitative assessment of what is really the cause of the
difficulties, some design alternatives or just a fresh look by an intelligent
If you have a problem with the behaviour of a market sector, plant, process or item of equipment and would like to get a quantitative handle on it to improve yield or optimise performance, then contact me. I'm always ready to give a little time to discuss a new puzzle, in confidence, of course. We'll only worry about fees when there is some defined work. I can be flexible about how I work with you.
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