Change units to SI format for time

[Erikpostt]

Previously, we worked with timestamps in ms format, and recently transformed these to s format. In some places, using ms is still possible, which may create issues with running the pipeline. We could fix the units to SI standard (i.e., use s) in all cases if desirable.

Files to check:

• constants.py
• ...