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Your intuition to check the run log and .err file is correct. Some routines may take a while to converge because of bad inputs, and the run log and .err file will usually show which zone and components are responsible. Unfortunately there isn't a way to directly determine which routines are causing a slow down. That is part of a current DOE BTO funded project EnergyPlus 10X to speed-up simulation run time by a factor of 10. Likely through refactoring the surface/zone heat balance routines, HVAC loop simulation, and parallelization.
Until that work is complete, here are some things known to cause high run times (an incomplete list):