I'm new with the time-series analysis.
I have several time-series (noisy of course) part of the same set of measurements (sampled simultaneously).
The time series are the results of a stochastic process (dynamic system) where part of the time-series are inputs to the process and other time-series are the outputs.
I need to find a time window corresponding to a steady operation, i.e. where both inputs and outputs don't change over time (for a deterministic signal would say derivative over time almost zero).
Do you know any way to accomplish this task? The measurements are quite long, I need a rather computationally efficient method ideally without involving any visual inspection.
Thanks!