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Numerical integration and errors

  1. Feb 23, 2010 #1
    Hi,

    I was wondering if anyone can point me to a general treatment of errors when doing numerical integration of measured variables?

    My problem is that I am integrating force with respect to displacement (of a piston) in an attempt to calculate work...and getting some impossible numbers. The force and displacement values are sampled from analogue transducers in a laboratory set-up. The data acquisition system samples each signal sequentially and creates trends with their own unique time bases. The frequency of sampling varies somewhat and I have no control over this. Anyway, to do the integration I then need to interpolate the acquired values at common points in time (e.g. every 0.1 s). I therefore have multiple sources of error - the initial measurement (instrument calibration), the sampling, the quantisation and finally the interpolation. I'm ignoring rounding and truncation in software for the time being.

    I suspect these errors are adding up with adverse consequences, but I can't figure out how to derive an expression incorporating all the variables to assess their impact. This must be a common problem, but my old uni textbooks and Google haven't been much help. Any advice is much appreciated,

    PorridgeMan.
     
  2. jcsd
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