activitysim icon indicating copy to clipboard operation
activitysim copied to clipboard

Time of Day Modeling Restructuring

Open joecastiglione opened this issue 2 years ago • 2 comments
trafficstars

  • Implement the DaySim method of first modeling arrival and departure time at primary activity, then work outwards for intermediate stops, rather than the CT-RAMP method of departure time from home and arrival time back at home, then filling in details. Make more sense and makes handling of time easier.
  • Intermediate stop enhancements. CT-RAMP (and therefore ActivitySim to-date) uses simple probability lookups for intermediate stop purpose and duration. The former can lead to simulation errors when certain activities aren’t available on non-motorized and/or transit tours. The latter makes stop departure time less sensitive to congestion and very challenging to calibrate. Suggest implementing a smarter model-based representation of stop frequency and purpose and replacing the stop departure time lookup table with a probabilistic model. Similarily, possibly implement the ARC CT-RAMP stop departure time choice model instead of simple lookup table.

joecastiglione avatar Sep 15 '23 15:09 joecastiglione