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Came here to report the same issue. I specifically have noted that sometimes when a user bumps into our kegerator, it sets off the sensor and the app believes that a pour has begun. What threshold of volume poured is required to set off a pour event? Seems like you should require at least several mL of flow before considering it a real event.
@jlopp: There is a setting in the app (Settings -> Kegerator -> Minimum Volume), but it's only applied at record time (ie the UI may still spin up and make a racket).
The code needs to be modified to consider a sliding window of activity. We also need to be careful that slow pours (or worse, leaks) don't evade observation, ie, rate is considered with a cutoff.
Folks are getting spurious flow activations due to minor disturbances / bubbles. IIRC there's already a heuristic but it may be broken.
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