Duplicity has largely negative connotations as the word is associated with being deceitful or "double-dealing" this could mean making a deal and then backing out at a later date or saying that you will do one thing and then later do something different.
4. Downtime was do to a problem with the convyor.
This sentence should read, "Downtime was DUE to a problem with the conveyor."
Hope this helps!