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Time series batch performance


Community Member


Mar 30, 2017

Hello everyone,

I am analysis data which is time series for 8- 10 process variables.

As a out put , I have titer data on the last day of process. I wanted to undetstand the impact of time series profile of parameters on the process titer. Can you help for this?  




Apr 26, 2012

it might help to post a little sample data.


One approach is to use something like to non-linear platorm to fit curves to each run. Then use the parameters from the fits as inputs to explain your process response.   For example, depending on the curve fit, I might look at the inflection point of the curves, or growth rate of the curves in relation to the final titer of the process.



JMP Systems Engineer, Pharm and BioPharm Sciences